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Pipeline run

4fd56653-fb39-4f9e-8d29-1629b92f8035

Pipeline LLM cost (USD)
API 1: $0.0106 API 2: $0.0016 API 3: $0.0000 Total: $0.0123

Client output enrichment

v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
Nature of work · Integration / Middleware / SOA
Lead OSB/Core Java integration design and development in Oracle SOA Suite 11g/12c, building and tuning service orchestrations/adapters, documenting specs, and driving testing, code reviews, and QA for flexible, extensible solutions.
""Develop, document technical specifications and designs from which composite application can be developed""
Tech stack maturity
Mainstream Modern
AI index (0 = no AI use, 5 = totally AI-dependent · v2.1)
0.00 / 5
· Title match
· Has AI skill
· AI skill (primary)
· AI skill (secondary)
· On AI team
· Builds AI products
vocab breakdown (legacy)
Assistants (×1):
Frameworks (×2):
Models / concepts (×3):
Evidence — skills matched in JD (41)
Oracle Service Bus Core Java Oracle SOA Suite Oracle SOA Suite 11g Oracle SOA Suite 12c BPEL Kafka ELK MongoDB DB Adapters JMS MQ Adapters Oracle Business Rules Unit Testing ST Testing SIT Testing Code Review SDLC Spring Boot WSDL WADL XSD XSLT SOAP XPath +16
Skill cluster (5 dimension groups, role-scoped)
Integration Protocols & Standards
SOAP REST
Asynchronous Messaging and Event Streaming
Kafka
Crash Reporting and Observability
ELK
Web Service Frameworks
Spring Boot
Cross-cutting / unaligned
Oracle Service Bus Core Java Oracle SOA Suite Oracle SOA Suite 11g Oracle SOA Suite 12c BPEL MongoDB DB Adapters JMS MQ Adapters Oracle Business Rules Unit Testing ST Testing SIT Testing Code Review SDLC WSDL WADL XSD XSLT XPath XQuery SQL SQL Server Oracle 11g Enterprise Design Patterns Object-Oriented Design JDeveloper Service Component Architecture Web Services Oracle Application Server WebLogic Server Oracle Applications Adapters WebLogic Web Service Security Governance
Show KRA description ↓
Lead role : 12+ years of experience [Primary: Oracle Service Bus (OSB) & Core Java] & [secondary: KAFKA , ELK, Mongo] Develop, document technical specifications and designs from which composite application can be developed that satisfy business requirements & ensure solutions are flexible&Extensible Provide design and development assistance for application builds with OSB, SOAsuite, DBAdapters, JMS, MQAdapters, OracleBusinessRules Ensure that all code / technical configurations and other work products are thoroughly unit-tested prior to delivery Participate in ST/SIT testing as appropriate Perform code-reviews and other QA steps as requested Capable of suggesting best practice and alternate solutions for the applications Adhere to SDLC and technology architecture requirements Expertise gathering requirements, defining solution in Oracle SOA suite 11g/12c, OSB and BPEL. Good knowledge with CoreJAVA, SpringBoot Good Knowledge of web services with WSDL, WADL,XSD, XSLT, SOAP, XPATH and XQUERY Good Knowledge on DB Adapters, JMS, MQ Adapters integrations Good understanding of SOAP/REST messages Experience Complete SOA development lifecycle Performance tuning for SOA applications Experience in orchestration of services using OSB12c and knowledge of ESB/OSB and Mediator Very good exposure to JDeveloper 10g/11g/12c,OracleApplicationserver, Weblogic-Server and OracleApplicationsAdapters Oracle SOA Certification a plus SQL (SQL Server&Oracle 11g or greater) EnterpriseDesignPatterns; object-orientedDesign JDeveloper ServiceComponentArchitecture(SCA) Web Services(SOAP, RESTful) Understanding of WebLogic Concepts (Domains, Servers, Machines, Clusters) &WebServiceSecurity and Governance

Signals

Skill
Alias
KRA pega-developer
0.42

Post-classification

Centroidupdated · n=4
Alias collision log
New-role queue
New skills captured30
New KRA capturedyes

Captured for admin review

Oracle Service Bus primary Integration / Middleware Developer pending
Core Java primary Integration / Middleware Developer pending
Oracle SOA Suite primary Integration / Middleware Developer pending
DB Adapters Integration / Middleware Developer pending
JMS Integration / Middleware Developer pending
MQ Adapters Integration / Middleware Developer pending
Oracle Business Rules Integration / Middleware Developer pending
ST Testing Integration / Middleware Developer pending
SIT Testing Integration / Middleware Developer pending
Oracle SOA Suite 11g primary Integration / Middleware Developer pending
Oracle SOA Suite 12c primary Integration / Middleware Developer pending
BPEL primary Integration / Middleware Developer pending
WSDL Integration / Middleware Developer pending
WADL Integration / Middleware Developer pending
XSD Integration / Middleware Developer pending
XSLT Integration / Middleware Developer pending
XPath Integration / Middleware Developer pending
XQuery Integration / Middleware Developer pending
Oracle 11g Integration / Middleware Developer pending
Enterprise Design Patterns Integration / Middleware Developer pending
Object-Oriented Design Integration / Middleware Developer pending
JDeveloper Integration / Middleware Developer pending
Service Component Architecture Integration / Middleware Developer pending
Web Services Integration / Middleware Developer pending
Oracle Application Server Integration / Middleware Developer pending
WebLogic Server Integration / Middleware Developer pending
Oracle Applications Adapters Integration / Middleware Developer pending
WebLogic Integration / Middleware Developer pending
Web Service Security Integration / Middleware Developer pending
Governance Integration / Middleware Developer pending
R&R fragment (sim 0.00) Integration / Middleware Developer pending

Lead role : 12+ years of experience [Primary: Oracle Service Bus (OSB) & Core Java] & [secondary: KAFKA , ELK, Mongo] Develop, document technical specifications and designs from which composite applic…

v3 pipeline · Integration / Middleware Developer

pending
0 · charter approved 2026-05-27T16:46:26.608548Z 38.6s
1 · anchor approved 2026-05-27T16:47:10.876122Z 21.5s
2 · dim_gen approved 2026-05-27T16:47:37.962747Z 71.7s
3 · reconciler approved 2026-05-27T16:48:57.326164Z 537.9s
4 · typing pending
5 · placement pending
6 · containment pending
7 · enrichment pending
8 · catalog_load pending
Status: completed Created: 2026-05-27T16:46:20.913089Z Updated: 2026-05-27T16:51:03.380697Z API 3 duration: 43875 ms
Flow Current 3-step pipeline

1 POST /skills/extract-from-jd

2 POST /skills/extract-details

3 POST /skills/final-role-output

Role Chosen role & resolution

Integration / Middleware Developer

CASE EXCEL_NEW

slug: integration-middleware-developer · id: 210 · source: db

JD title 'Lead role' not in catalog; Excel taxonomy matched 'Integration / Middleware Developer' (confidence 0.90): The job description emphasizes extensive experience with Oracle Service Bus, SOA, and integration technologies, which aligns closely with the responsibilities of an Integration / Middleware Developer.

Resolution: in_db — role exists in library; skill↔dim and role↔dim links saved when applicable.

0
New skills
0
Skill↔dim saved
0
Role↔dim saved
0
Skipped

Job description

About Wells Fargo Wells Fargo & Company (NYSE: WFC) is a leading global financial services company headquartered in San Francisco (United States). Wells Fargo has offices in over 30 countries and territories. Our business outside of the U.S. mostly focuses on providing banking services for large corporate, government and financial institution clients. We have worldwide expertise and services to help our customers improve earnings, manage risk, and develop opportunities in the global marketplace. Our global reach offers many opportunities for you to develop a career with Wells Fargo. Join our diverse and inclusive team where you will feel valued and inspired to contribute your unique skills and experience. We are looking for talented people who will put our customers at the center of everything we do. Help us build a better Wells Fargo. It all begins with outstanding talent. It all begins with you. Market Job Description About Wells Fargo India Wells Fargo India enables global talent capabilities for Wells Fargo Bank NA., by supporting business lines and staff functions across Technology, Operations, Risk, Audit, Process Excellence, Automation and Product, Analytics and Modeling. We are operating in Hyderabad, Bengaluru and Chennai locations. Department Overview Treasury, Merchant Payment Solutions (TMPS) technology group is one of the core technology groups under CCIBT technology umbrella. We provide technology solutions to our Treasury customers and their Merchants, in addressing their critical Payment needs. About The Role Lead role : 12+ years of experience [Primary: Oracle Service Bus (OSB) & Core Java] & [secondary: KAFKA , ELK, Mongo] Develop, document technical specifications and designs from which composite application can be developed that satisfy business requirements & ensure solutions are flexible&Extensible Provide design and development assistance for application builds with OSB, SOAsuite, DBAdapters, JMS, MQAdapters, OracleBusinessRules Ensure that all code / technical configurations and other work products are thoroughly unit-tested prior to delivery Participate in ST/SIT testing as appropriate Perform code-reviews and other QA steps as requested Capable of suggesting best practice and alternate solutions for the applications Adhere to SDLC and technology architecture requirements Mandatory Skills: Expertise gathering requirements, defining solution in Oracle SOA suite 11g/12c, OSB and BPEL. Good knowledge with CoreJAVA, SpringBoot Good Knowledge of web services with WSDL, WADL,XSD, XSLT, SOAP, XPATH and XQUERY Good Knowledge on DB Adapters, JMS, MQ Adapters integrations Good understanding of SOAP/REST messages Experience Complete SOA development lifecycle Performance tuning for SOA applications Experience in orchestration of services using OSB12c and knowledge of ESB/OSB and Mediator Very good exposure to JDeveloper 10g/11g/12c,OracleApplicationserver, Weblogic-Server and OracleApplicationsAdapters Oracle SOA Certification a plus SQL (SQL Server&Oracle 11g or greater) EnterpriseDesignPatterns; object-orientedDesign JDeveloper ServiceComponentArchitecture(SCA) Web Services(SOAP, RESTful) Understanding of WebLogic Concepts (Domains, Servers, Machines, Clusters) &WebServiceSecurity and Governance We Value Diversity At Wells Fargo, we believe in diversity and inclusion in the workplace; accordingly, we welcome applications for employment from all qualified candidates, regardless of race, color, gender, national or ethnic origin, age, disability, religion, sexual orientation, gender identity or any other status protected by applicable law. We comply with all applicable laws in every jurisdiction in which we operate. Reference Number 53686BR

Skills from this JD

Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.

Oracle Service Bus Primary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Core Java Primary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Kafka Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: Kafka id=36 · kafka

Aliases — catalog

  • Kafka (CANONICAL) primary

Context tags (catalog)

Apache Flink Apache Kafka Apache Pulsar Apache Spark Avro KSQL Kafka API Kafka Connect Kafka Streams ZooKeeper Zookeeper backpressure brokers consumer consumer group consumer groups event sourcing event-driven architecture exactly-once semantics fault tolerance high throughput log compaction message broker message queue microservices offsets partition partitioning partitions producer producer API real-time analytics real-time data replication schema registry stream processing topic topic partitioning topics

Stored enrichment (catalog DB)

Category
Datastore
Sub-category
Event Stream Store
Vendor
Confluent
License
apache_2
Year introduced
2011
Confidence
0.90
Version strategy
NOT_APPLICABLE

Maturity reasoning: Kafka appears in many production JDs for event streaming and data pipelines, and remains a standard platform in cloud/vendor offerings (e.g., Confluent, AWS MSK), indicating broad hiring demand.

Skill profile (library / DB)

Skill nature
TOOL
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
3
Sub-category id
3533
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • Asynchronous Messaging and Event Streaming Catalog dimension db id 297

    Library dimension (catalog)

    Roles linked in library: .NET Backend Developer, Go Backend Developer, Kotlin Backend Developer, Node.js Backend Developer, Scala Backend Developer

  • Messaging and Background Jobs Catalog dimension db id 291

    Library dimension (catalog)

    Roles linked in library: PHP Backend Developer, Python Backend Developer, Ruby Backend Developer

  • Messaging and Event Streaming Catalog dimension db id 8

    Library dimension (catalog)

    Roles linked in library: Backend Developer, Data Engineer

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
Asynchronous Messaging and Event Streaming
asynchronous-messaging-and-event-streaming
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Messaging and Background Jobs
messaging-and-background-jobs
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Messaging and Event Streaming
messaging-and-event-streaming
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
ELK Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: ELK id=1468 · elk

Aliases — catalog

  • ELK (CANONICAL)

Context tags (catalog)

APM Beats Elasticsearch Grafana JSON Kibana Logstash REST API data visualization indexing log aggregation observability query DSL real-time monitoring search analytics

Stored enrichment (catalog DB)

Category
Tool
Sub-category
Log Analysis Stack
Vendor
Elastic NV
License
apache_2
Year introduced
2010
Confidence
0.78
Version strategy
NOT_APPLICABLE

Maturity reasoning: ELK (Elasticsearch, Logstash, Kibana) appears frequently in observability/logging job postings and is a standard stack in vendor docs and enterprise deployments, indicating broad market adoption.

Skill profile (library / DB)

Skill nature
TOOL
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
13
Sub-category id
1107
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • Cloud Platforms & Managed Services Catalog dimension db id 221

    Library dimension (catalog)

    Roles linked in library: Fullstack Developer, Go Backend Developer, Node.js Backend Developer

  • Crash Reporting and Observability Catalog dimension db id 91

    Library dimension (catalog)

    Roles linked in library: Android Developer, Flutter Developer, Hybrid Mobile Developer, Ionic Developer, Native Mobile Developer, React Native Developer, iOS Developer

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
Cloud Platforms & Managed Services
cloud-platforms-managed-services
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Crash Reporting and Observability
crash-reporting-and-observability
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
MongoDB Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: MongoDB id=91 · mongodb

Aliases — catalog

  • MongoDB (CANONICAL) primary
  • MongoDB 2.0 (VERSION)
  • MongoDB 2.2 (VERSION)
  • MongoDB 2.4 (VERSION)
  • MongoDB 2.6 (VERSION)
  • MongoDB 3.0 (VERSION)
  • MongoDB 3.2 (VERSION)
  • MongoDB 3.4 (VERSION)
  • MongoDB 3.6 (VERSION)
  • MongoDB 4 (VERSION)
  • MongoDB 4.0 (VERSION)
  • MongoDB 4.2 (VERSION)
  • MongoDB 4.4 (VERSION)
  • MongoDB 5 (VERSION)
  • MongoDB 5.0 (VERSION)
  • MongoDB 6 (VERSION)
  • MongoDB 6.0 (VERSION)
  • MongoDB 7 (VERSION)
  • MongoDB 7.0 (VERSION)
  • MongoDB 8 (VERSION)
  • MongoDB 8.0 (VERSION)

Context tags (catalog)

BSON CRUD GridFS MongoDB Atlas Mongoose NoSQL TTL index aggregation pipeline change streams collections documents indexes replica set sharding

Stored enrichment (catalog DB)

Category
Datastore
Sub-category
Document Database
Vendor
MongoDB, Inc.
License
other_open
Year introduced
2009
Confidence
0.99
Version strategy
SEPARATE_ENTITY
Version tag
8.0

Maturity reasoning: MongoDB appears in many job descriptions across backend/data roles and is a standard document database in modern stacks; strong GitHub/community activity and broad cloud vendor support indicate mainstream adoption.

Skill profile (library / DB)

Skill nature
TOOL
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
3
Sub-category id
27
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • NoSQL Databases Catalog dimension db id 19

    Library dimension (catalog)

    Roles linked in library: Backend Developer

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
NoSQL Databases
nosql-databases
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Oracle SOA Suite Primary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
DB Adapters Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
JMS Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
MQ Adapters Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Oracle Business Rules Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Unit Testing Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: Unit Testing id=517 · unit-testing

Aliases — catalog

  • Unit Testing (CANONICAL)

Context tags (catalog)

JUnit NUnit TDD arrange-act-assert assertions code coverage fixtures mocking pytest regression stubs test cases test doubles test runner xUnit

Stored enrichment (catalog DB)

Category
Methodology
Sub-category
Testing Methodology
Confidence
0.98
Version strategy
NOT_APPLICABLE

Maturity reasoning: Unit testing is a standard hiring requirement across software JDs and appears in mainstream frameworks/docs; GitHub and Stack Overflow usage remain consistently high, with no successor replacing it.

Skill profile (library / DB)

Skill nature
METHODOLOGY
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
8
Sub-category id
44
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • React Frontend Development Catalog dimension db id 96

    Library dimension (catalog)

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
React Frontend Development
d_init_01
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
ST Testing Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
SIT Testing Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Code Review Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: Code Review id=516 · code-review

Aliases — catalog

  • Code Review (CANONICAL)

Context tags (catalog)

Bitbucket GitHub GitLab PR review approval workflow branch protection code quality diff inline comments linting merge request pair programming pull request review checklist static analysis

Stored enrichment (catalog DB)

Category
SoftSkill
Sub-category
Code Review
Confidence
0.96
Version strategy
NOT_APPLICABLE

Maturity reasoning: Code review is a standard hiring-pipeline requirement in engineering JDs and is built into major platforms like GitHub/GitLab pull-request workflows, indicating broad adoption.

Skill profile (library / DB)

Skill nature
PRACTICE
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
58
Sub-category id
364
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • React Frontend Development Catalog dimension db id 96

    Library dimension (catalog)

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
React Frontend Development
d_init_01
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
SDLC Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: SDLC id=1573 · sdlc

Aliases — catalog

  • SDLC (CANONICAL)

Context tags (catalog)

Agile Continuous Deployment Continuous Integration Deployment Strategies DevOps Documentation Kanban Quality Assurance Requirements Gathering Risk Management Scrum Stakeholder Engagement Testing Phases Version Control Waterfall

Stored enrichment (catalog DB)

Category
Methodology
Sub-category
Software Development Lifecycle
Confidence
0.88
Version strategy
NOT_APPLICABLE

Maturity reasoning: SDLC is a standard hiring-pipeline term across software roles; job postings commonly require experience with SDLC phases, Agile/Waterfall, and release processes rather than treating it as niche tooling.

Skill profile (library / DB)

Skill nature
METHODOLOGY
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
8
Sub-category id
1179
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • React Frontend Development Catalog dimension db id 96

    Library dimension (catalog)

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
React Frontend Development
d_init_01
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Oracle SOA Suite 11g Primary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Oracle SOA Suite 12c Primary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
BPEL Primary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Spring Boot Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: Spring Boot id=6 · spring-boot

Aliases — catalog

  • Spring Boot (CANONICAL) primary
  • SB2 (VERSION)
  • SB3 (VERSION)
  • Spring Boot 2 (VERSION)
  • Spring Boot 2.x (VERSION)
  • Spring Boot 3 (VERSION)
  • Spring Boot 3.x (VERSION)
  • boot2 (VERSION)
  • boot3 (VERSION)

Context tags (catalog)

Actuator Dependency Injection Docker Embedded Tomcat Gradle Hibernate JPA JUnit Java EE Kafka Kubernetes Maven Microservices REST APIs RESTful RESTful API Spring Cloud Spring Data Spring Data JPA Spring MVC Spring Security Thymeleaf WebFlux application.properties dependency injection microservices

Stored enrichment (catalog DB)

Category
Framework
Sub-category
Backend Framework
Vendor
Pivotal Software
License
apache_2
Year introduced
2014
Confidence
0.99
Version strategy
SEPARATE_ENTITY
Version tag
3.x

Maturity reasoning: Spring Boot appears in a large volume of backend Java job descriptions and is the default Spring stack for new services; Spring’s own docs and ecosystem center on Boot for production apps.

Skill profile (library / DB)

Skill nature
FRAMEWORK
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
5
Sub-category id
3589
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • Frameworks & Libraries Catalog dimension db id 360

    Library dimension (catalog)

    Roles linked in library: Drupal Dev, Engineering Manager

  • Web Application Frameworks Catalog dimension db id 2

    Library dimension (catalog)

    Roles linked in library: Backend Developer, Fullstack Developer, Fullstack Developer, Java Backend Developer, Node.js Backend Developer, PHP Backend Developer, Python Backend Developer

  • Web Service Frameworks Catalog dimension db id 390

    Library dimension (catalog)

    Roles linked in library: Kotlin Backend Developer, Scala Backend Developer

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
Frameworks & Libraries
frameworks-libraries
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Web Application Frameworks
web-application-frameworks
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Web Service Frameworks
web-service-frameworks
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
WSDL Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
WADL Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
XSD Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
XSLT Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
SOAP Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: SOAP id=70 · soap

Aliases — catalog

  • SOAP (CANONICAL) primary

Context tags (catalog)

API Apache CXF Axis2 Binding Endpoint Envelope Fault Fault Handling HTTP Interoperability JAX-WS Message Message Exchange Message Exchange Pattern REST RPC SOAP 1.1 SOAP 1.2 SOAP API SOAP Envelope SOAP Fault SOAP Header SOAP UI SOAP client SOAP envelope SOAP message SOAP server SOAPAction SOAPUI Security Service Contract Service-Oriented Architecture Service-oriented Architecture Transport Protocols UDDI WS-Addressing WS-Security WSDL Web Services Web Services Security XML XML Schema XSD binding endpoint fault handling message exchange pattern serialization service-oriented architecture transport protocol web services

Stored enrichment (catalog DB)

Category
Protocol
Sub-category
Api Protocol
Year introduced
1998
Confidence
0.97
Version strategy
NOT_APPLICABLE

Maturity reasoning: SOAP still appears in enterprise/legacy integration JDs, but far less than REST/GraphQL; many vendors and docs position REST/JSON as the default for new APIs, indicating a narrow, legacy-heavy market signal.

Skill profile (library / DB)

Skill nature
PROTOCOL
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
10
Sub-category id
2347
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • External System Integrations Catalog dimension db id 14

    Library dimension (catalog)

    Roles linked in library: .NET Backend Developer, Backend Developer, Drupal Dev, Java Backend Developer, Kotlin Backend Developer, Node.js Backend Developer, PHP Backend Developer, Python Backend Developer, Ruby Backend Developer, Scala Backend Developer

  • Integration Protocols & Standards Catalog dimension db id 271

    Library dimension (catalog)

    Roles linked in library: Pega Developer

  • Standards, Protocols & Compliance Catalog dimension db id 452

    Library dimension (catalog)

    Roles linked in library: Engineering Manager, Sitecore Dev

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
External System Integrations
external-system-integrations
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Integration Protocols & Standards
integration-protocols-standards
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Standards, Protocols & Compliance
standards-protocols-compliance
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
XPath Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
XQuery Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
SQL Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: SQL id=101 · sql

Aliases — catalog

  • SQL (CANONICAL) primary

Context tags (catalog)

ACID CTE DDL DML ETL JOIN MySQL NoSQL OLAP ORM PostgreSQL SQL injection SQLite T-SQL data modeling data warehousing database normalization execution plan indexing joins normalization query optimization stored procedures subquery transaction isolation transaction management window functions

Stored enrichment (catalog DB)

Category
Language
Sub-category
Query Language
Vendor
ANSI
License
unknown
Year introduced
1974
Confidence
0.99
Version strategy
NOT_APPLICABLE

Maturity reasoning: SQL appears in a large share of data, backend, and analytics job descriptions and remains the default query language for PostgreSQL, MySQL, and cloud warehouses like Snowflake/BigQuery.

Skill profile (library / DB)

Skill nature
LANGUAGE
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
6
Sub-category id
97
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • Pega Programming Languages & DSLs Catalog dimension db id 267

    Library dimension (catalog)

    Roles linked in library: Pega Developer

  • Programming Languages & DSLs Catalog dimension db id 475

    Library dimension (catalog)

    Roles linked in library: Engineering Manager

  • Programming Languages for Data Work Catalog dimension db id 21

    Library dimension (catalog)

    Roles linked in library: Data Engineer

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
Pega Programming Languages & DSLs
pega-programming-languages-dsls
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Programming Languages & DSLs
programming-languages-dsls
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Programming Languages for Data Work
programming-languages-for-data-work
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
SQL Server Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: SQL Server id=18 · sql-server

Aliases — catalog

  • SQL Server (CANONICAL) primary
  • SQL Server 2000 (VERSION)
  • SQL Server 2005 (VERSION)
  • SQL Server 2008 (VERSION)
  • SQL Server 2012 (VERSION)
  • SQL Server 2014 (VERSION)
  • SQL Server 2016 (VERSION)
  • SQL Server 2017 (VERSION)
  • SQL Server 2019 (VERSION)
  • SQL Server 2022 (VERSION)
  • SQL Server 6.5 (VERSION)
  • SQL Server 7.0 (VERSION)

Context tags (catalog)

Always On CLR Integration Clustered Index ETL Execution Plan Linked Servers Query Store Replication SQL Agent SQL Server Agent SQL Server Integration Services SQL Server Management Studio SQL Server Reporting Services SSIS SSMS SSRS Stored Procedures T-SQL TempDB backup and recovery backup and restore clustering data migration data warehousing database design database normalization indexing performance tuning query optimization replication stored procedures transaction log transaction logs

Stored enrichment (catalog DB)

Category
Datastore
Sub-category
Relational Database
Vendor
Microsoft
License
proprietary
Year introduced
1989
Confidence
0.99
Version strategy
NOT_APPLICABLE

Maturity reasoning: SQL Server appears in many enterprise job descriptions and remains a major Microsoft-supported RDBMS with active Azure SQL/SQL Server demand; it is a common hiring-pipeline staple, not a sunset technology.

Skill profile (library / DB)

Skill nature
TOOL
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
3
Sub-category id
29
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • Relational Database Design Catalog dimension db id 4

    Library dimension (catalog)

    Roles linked in library: .NET Backend Developer, Backend Developer, Kotlin Backend Developer, Node.js Backend Developer, Python Backend Developer, Ruby Backend Developer, Scala Backend Developer

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
Relational Database Design
relational-database-design
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Oracle 11g Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Enterprise Design Patterns Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Object-Oriented Design Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
JDeveloper Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Service Component Architecture Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Web Services Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
REST Secondary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: REST id=11 · rest

Aliases — catalog

  • REST (CANONICAL) primary

Context tags (catalog)

API API design API versioning CRUD DELETE GET HATEOAS HTTP JSON OAuth OAuth2 OpenAPI POST PUT Postman RESTful Swagger URI Webhooks XML authentication client-server content negotiation endpoint endpoints middleware resource resource-oriented serialization stateless status codes versioning web services

Stored enrichment (catalog DB)

Category
Concept
Sub-category
Api Architecture Style
Year introduced
2000
Confidence
0.88
Version strategy
NOT_APPLICABLE

Maturity reasoning: REST is a default API architecture in many job descriptions and is widely supported by major vendors/frameworks; OpenAPI and RESTful endpoints remain standard in hiring pipelines.

Skill profile (library / DB)

Skill nature
CONCEPT
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
2
Sub-category id
2122
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • API Design and Contracts Catalog dimension db id 3

    Library dimension (catalog)

    Roles linked in library: Backend Developer, Fullstack Developer, Fullstack Developer

  • API Interface and Contract Design Catalog dimension db id 289

    Library dimension (catalog)

    Roles linked in library: .NET Backend Developer, Go Backend Developer, Kotlin Backend Developer, Node.js Backend Developer, PHP Backend Developer, Python Backend Developer, Ruby Backend Developer, Scala Backend Developer

  • Integration Protocols & Standards Catalog dimension db id 271

    Library dimension (catalog)

    Roles linked in library: Pega Developer

  • Standards, Protocols & Compliance Catalog dimension db id 452

    Library dimension (catalog)

    Roles linked in library: Engineering Manager, Sitecore Dev

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
API Design and Contracts
api-design-and-contracts
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
API Interface and Contract Design
api-interface-and-contract-design
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Integration Protocols & Standards
integration-protocols-standards
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Standards, Protocols & Compliance
standards-protocols-compliance
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Oracle Application Server Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
WebLogic Server Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Oracle Applications Adapters Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
WebLogic Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Web Service Security Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Governance Secondary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Other
Sub-category
general
Skill nature
TOOL
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED

All API 3 persistence rows

Same grid as the skill-extractor “Persistence items” table: one row per (skill × dimension) work item.

Skill Tag Dimension Skill↔dim Role↔dim Outcome Notes
Kafka in_db
Asynchronous Messaging and Event Streaming
asynchronous-messaging-and-event-streaming
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Kafka in_db
Messaging and Background Jobs
messaging-and-background-jobs
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Kafka in_db
Messaging and Event Streaming
messaging-and-event-streaming
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
ELK in_db
Cloud Platforms & Managed Services
cloud-platforms-managed-services
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
ELK in_db
Crash Reporting and Observability
crash-reporting-and-observability
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
MongoDB in_db
NoSQL Databases
nosql-databases
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Unit Testing in_db
React Frontend Development
d_init_01
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Code Review in_db
React Frontend Development
d_init_01
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
SDLC in_db
React Frontend Development
d_init_01
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Spring Boot in_db
Frameworks & Libraries
frameworks-libraries
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Spring Boot in_db
Web Application Frameworks
web-application-frameworks
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Spring Boot in_db
Web Service Frameworks
web-service-frameworks
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
SOAP in_db
External System Integrations
external-system-integrations
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
SOAP in_db
Integration Protocols & Standards
integration-protocols-standards
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
SOAP in_db
Standards, Protocols & Compliance
standards-protocols-compliance
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
SQL in_db
Pega Programming Languages & DSLs
pega-programming-languages-dsls
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
SQL in_db
Programming Languages & DSLs
programming-languages-dsls
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
SQL in_db
Programming Languages for Data Work
programming-languages-for-data-work
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
SQL Server in_db
Relational Database Design
relational-database-design
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
REST in_db
API Design and Contracts
api-design-and-contracts
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
REST in_db
API Interface and Contract Design
api-interface-and-contract-design
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
REST in_db
Integration Protocols & Standards
integration-protocols-standards
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
REST in_db
Standards, Protocols & Compliance
standards-protocols-compliance
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)

Library artifacts (this run)

Kind Detail DB id
canonical_skill_proposed Oracle Service Bus | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Core Java | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Oracle SOA Suite | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed DB Adapters | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed JMS | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed MQ Adapters | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Oracle Business Rules | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed ST Testing | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed SIT Testing | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Oracle SOA Suite 11g | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Oracle SOA Suite 12c | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed BPEL | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed WSDL | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed WADL | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed XSD | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed XSLT | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed XPath | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed XQuery | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Oracle 11g | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Enterprise Design Patterns | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Object-Oriented Design | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed JDeveloper | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Service Component Architecture | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Web Services | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Oracle Application Server | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed WebLogic Server | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Oracle Applications Adapters | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed WebLogic | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Web Service Security | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Governance | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
nano JD Parser — gpt-4.1-nano click to toggle
RoleLead role
CompanyWells Fargo & Company
Experience12+ years of experience
DomainFinancial Services
Location Hyderabad, India (null)
JD type pass

Certifications

Oracle SOA Certification
Show raw JSON
{
  "JD_type": "pass",
  "about_company": {
    "source_marker": {
      "first_5_words": "Wells Fargo \u0026 Company (NYSE:",
      "last_5_words": "begins with outstanding talent."
    },
    "text": "Wells Fargo \u0026 Company (NYSE: WFC) is a leading global financial services company headquartered in San Francisco (United States). Wells Fargo has offices in over 30 countries and territories. Our business outside of the U.S. mostly focuses on providing banking services for large corporate, government and financial institution clients. We have worldwide expertise and services to help our customers improve earnings, manage risk, and develop opportunities in the global marketplace. Our global reach offers many opportunities for you to develop a career with Wells Fargo. Join our diverse and inclusive team where you will feel valued and inspired to contribute your unique skills and experience. We are looking for talented people who will put our customers at the center of everything we do. Help us build a better Wells Fargo. It all begins with outstanding talent. It all begins with you.",
    "word_count": 108
  },
  "certifications": [
    "Oracle SOA Certification"
  ],
  "company_name": "Wells Fargo \u0026 Company",
  "ctc": null,
  "domain": {
    "primary": {
      "aliases": [
        "FinTech",
        "Banking"
      ],
      "domain": "Financial Services"
    },
    "secondary": null
  },
  "education": [],
  "experience": {
    "max": null,
    "min": 12,
    "raw": "12+ years of experience"
  },
  "job_locations": [
    {
      "aliases": [],
      "city": "Hyderabad",
      "country": "India",
      "state": null,
      "work_mode": "null"
    },
    {
      "aliases": [
        "Bangalore"
      ],
      "city": "Bengaluru",
      "country": "India",
      "state": null,
      "work_mode": "null"
    },
    {
      "aliases": [],
      "city": "Chennai",
      "country": "India",
      "state": null,
      "work_mode": "null"
    }
  ],
  "role": "Lead role",
  "role_aliases": [
    "Lead Developer",
    "Senior Developer",
    "Technical Lead"
  ],
  "role_archetype": "Engineering",
  "roles_and_responsibilities": [
    {
      "bullet_count": 0,
      "heading": "About The Role",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "Lead role : 12+ years",
        "last_5_words": "and technology architecture requirements"
      },
      "text": "Lead role : 12+ years of experience [Primary: Oracle Service Bus (OSB) \u0026 Core Java] \u0026 [secondary: KAFKA , ELK, Mongo] Develop, document technical specifications and designs from which composite application can be developed that satisfy business requirements \u0026 ensure solutions are flexible\u0026Extensible Provide design and development assistance for application builds with OSB, SOAsuite, DBAdapters, JMS, MQAdapters, OracleBusinessRules Ensure that all code / technical configurations and other work products are thoroughly unit-tested prior to delivery Participate in ST/SIT testing as appropriate Perform code-reviews and other QA steps as requested Capable of suggesting best practice and alternate solutions for the applications Adhere to SDLC and technology architecture requirements",
      "word_count": 103
    },
    {
      "bullet_count": 0,
      "heading": "Mandatory Skills",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "Expertise gathering requirements, defining",
        "last_5_words": "and WebServiceSecurity and Governance"
      },
      "text": "Expertise gathering requirements, defining solution in Oracle SOA suite 11g/12c, OSB and BPEL. Good knowledge with CoreJAVA, SpringBoot Good Knowledge of web services with WSDL, WADL,XSD, XSLT, SOAP, XPATH and XQUERY Good Knowledge on DB Adapters, JMS, MQ Adapters integrations Good understanding of SOAP/REST messages Experience Complete SOA development lifecycle Performance tuning for SOA applications Experience in orchestration of services using OSB12c and knowledge of ESB/OSB and Mediator Very good exposure to JDeveloper 10g/11g/12c,OracleApplicationserver, Weblogic-Server and OracleApplicationsAdapters Oracle SOA Certification a plus SQL (SQL Server\u0026Oracle 11g or greater) EnterpriseDesignPatterns; object-orientedDesign JDeveloper ServiceComponentArchitecture(SCA) Web Services(SOAP, RESTful) Understanding of WebLogic Concepts (Domains, Servers, Machines, Clusters) \u0026WebServiceSecurity and Governance",
      "word_count": 196
    }
  ],
  "urls": []
}
API 1 — extract-from-jd click to toggle
{
  "final_skills": [
    {
      "is_primary": true,
      "skill_name": "Oracle Service Bus"
    },
    {
      "is_primary": true,
      "skill_name": "Core Java"
    },
    {
      "is_primary": false,
      "skill_name": "Kafka"
    },
    {
      "is_primary": false,
      "skill_name": "ELK"
    },
    {
      "is_primary": false,
      "skill_name": "MongoDB"
    },
    {
      "is_primary": true,
      "skill_name": "Oracle SOA Suite"
    },
    {
      "is_primary": false,
      "skill_name": "DB Adapters"
    },
    {
      "is_primary": false,
      "skill_name": "JMS"
    },
    {
      "is_primary": false,
      "skill_name": "MQ Adapters"
    },
    {
      "is_primary": false,
      "skill_name": "Oracle Business Rules"
    },
    {
      "is_primary": false,
      "skill_name": "Unit Testing"
    },
    {
      "is_primary": false,
      "skill_name": "ST Testing"
    },
    {
      "is_primary": false,
      "skill_name": "SIT Testing"
    },
    {
      "is_primary": false,
      "skill_name": "Code Review"
    },
    {
      "is_primary": false,
      "skill_name": "SDLC"
    },
    {
      "is_primary": true,
      "skill_name": "Oracle SOA Suite 11g"
    },
    {
      "is_primary": true,
      "skill_name": "Oracle SOA Suite 12c"
    },
    {
      "is_primary": true,
      "skill_name": "BPEL"
    },
    {
      "is_primary": false,
      "skill_name": "Spring Boot"
    },
    {
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        "skill_name": "Web Services",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 22022,
        "role_display_name": "Integration / Middleware Developer",
        "role_slug": "integration-middleware-developer",
        "skill_name": "Oracle Application Server",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 22023,
        "role_display_name": "Integration / Middleware Developer",
        "role_slug": "integration-middleware-developer",
        "skill_name": "WebLogic Server",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 22024,
        "role_display_name": "Integration / Middleware Developer",
        "role_slug": "integration-middleware-developer",
        "skill_name": "Oracle Applications Adapters",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 22025,
        "role_display_name": "Integration / Middleware Developer",
        "role_slug": "integration-middleware-developer",
        "skill_name": "WebLogic",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 22026,
        "role_display_name": "Integration / Middleware Developer",
        "role_slug": "integration-middleware-developer",
        "skill_name": "Web Service Security",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 22027,
        "role_display_name": "Integration / Middleware Developer",
        "role_slug": "integration-middleware-developer",
        "skill_name": "Governance",
        "status": "pending"
      }
    ],
    "queue_entry_id": null,
    "v3_pipeline_triggered": true,
    "v3_role_slug": "integration-middleware-developer",
    "v3_run_id": "22da9594-b0ac-42e8-acff-89da64dcff5c"
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}
API 2 — extract-details
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        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "TOOL",
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        "sub_category_id": 3533,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
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      "matched_via": "alias"
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    {
      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 2363,
      "existing_alias_text": "ELK",
      "input_term": "ELK",
      "matched_canonical": {
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        "is_also_category": false,
        "is_extractable": true,
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        "typical_lifespan": "EVERGREEN",
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      "matched_via": "alias"
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      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 232,
      "existing_alias_text": "MongoDB",
      "input_term": "MongoDB",
      "matched_canonical": {
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        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "TOOL",
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        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "matched_via": "alias"
    },
    {
      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 865,
      "existing_alias_text": "Unit Testing",
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        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "METHODOLOGY",
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        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
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      "matched_via": "alias"
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    {
      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 864,
      "existing_alias_text": "Code Review",
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        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "PRACTICE",
        "slug": "code-review",
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        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
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      "matched_via": "alias"
    },
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      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 2519,
      "existing_alias_text": "SDLC",
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      "matched_canonical": {
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        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "METHODOLOGY",
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        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
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      "matched_via": "alias"
    },
    {
      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 79,
      "existing_alias_text": "Spring Boot",
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        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "FRAMEWORK",
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        "typical_lifespan": "EVERGREEN",
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      "matched_via": "alias"
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      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 211,
      "existing_alias_text": "SOAP",
      "input_term": "SOAP",
      "matched_canonical": {
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        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "PROTOCOL",
        "slug": "soap",
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        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "matched_via": "alias"
    },
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      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 271,
      "existing_alias_text": "SQL",
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        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "LANGUAGE",
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        "sub_category_id": 97,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
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      "matched_via": "alias"
    },
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      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 135,
      "existing_alias_text": "SQL Server",
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        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "TOOL",
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      "matched_via": "alias"
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      "alias_persisted": false,
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        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "CONCEPT",
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      "matched_via": "alias"
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      "slug": "ionic-developer",
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  "chosen_role": {
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    "rationale": "JD title \u0027Lead role\u0027 not in catalog; Excel taxonomy matched \u0027Integration / Middleware Developer\u0027 (confidence 0.90): The job description emphasizes extensive experience with Oracle Service Bus, SOA, and integration technologies, which aligns closely with the responsibilities of an Integration / Middleware Developer.",
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        "slug": "d_init_01",
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      "roles_from_db": []
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          "match_strategy": "CASE_INSENSITIVE"
        },
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          "alias_text": "SQL Server 7.0",
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        "volatility": "STABLE"
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          "dimension": {
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        },
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        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [
        {
          "alias_text": "REST",
          "alias_type": "CANONICAL",
          "id": 106,
          "is_primary": true,
          "match_strategy": "CASE_INSENSITIVE"
        }
      ],
      "canonical": {
        "category_id": 2,
        "display_name": "REST",
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        "is_also_category": false,
        "is_extractable": true,
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        "sub_category_id": 2122,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "dimensions": [
        {
          "dimension": {
            "difficulty_hint": "well_known",
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            "source": "db"
          },
          "input_skill": "REST",
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              "source": "db"
            },
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              "display_name": "Fullstack Developer",
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              "role_archetype": "Engineering",
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            },
            {
              "display_name": "Fullstack Developer",
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              "source": "db"
            }
          ]
        },
        {
          "dimension": {
            "difficulty_hint": "well_known",
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            "source": "db"
          },
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            },
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              "rationale": null,
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              "slug": "go-backend-developer",
              "source": "db"
            },
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              "role_archetype": "Engineering",
              "slug": "kotlin-server-backend-developer",
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            },
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              "display_name": "Node.js Backend Developer",
              "id": 82,
              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "node-backend-developer",
              "source": "db"
            },
            {
              "display_name": "PHP Backend Developer",
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              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "php-backend-developer",
              "source": "db"
            },
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              "display_name": "Python Backend Developer",
              "id": 80,
              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "python-backend-developer",
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            },
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              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "ruby-backend-developer",
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            },
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              "display_name": "Scala Backend Developer",
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              "rationale": null,
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              "slug": "scala-backend-developer",
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            }
          ]
        },
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "Integration Protocols \u0026 Standards",
            "id": 271,
            "rationale": "Standards and protocols for integrating Pega applications.",
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            "source": "db"
          },
          "input_skill": "REST",
          "llm_role": null,
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            {
              "display_name": "Pega Developer",
              "id": 24,
              "rationale": null,
              "role_archetype": null,
              "slug": "pega-developer",
              "source": "db"
            }
          ]
        },
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "Standards, Protocols \u0026 Compliance",
            "id": 452,
            "rationale": "Ensure teams adhere to industry standards, security protocols, and regulatory compliance requirements.",
            "slug": "standards-protocols-compliance",
            "source": "db"
          },
          "input_skill": "REST",
          "llm_role": null,
          "roles_from_db": [
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              "display_name": "Engineering Manager",
              "id": 121,
              "rationale": null,
              "role_archetype": null,
              "slug": "engineering-manager",
              "source": "db"
            },
            {
              "display_name": "Sitecore Dev",
              "id": 233,
              "rationale": null,
              "role_archetype": "Engineering",
              "slug": "sitecore-dev",
              "source": "db"
            }
          ]
        }
      ],
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      "matched_via": "alias",
      "new_alias_persisted": false,
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      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Oracle Application Server",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
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          "skill_nature": "TOOL",
          "sub_category": "general",
          "typical_lifespan": "MULTI_YEAR",
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          "volatility": "MEDIUM"
        },
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        "skill_id": "oracle-application-server",
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      },
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    },
    {
      "aliases_in_db": [],
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      "dimensions": [],
      "input_skill": "WebLogic Server",
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      "new_alias_persisted": false,
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        "skill_id": "weblogic-server",
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      },
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    },
    {
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        },
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      },
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    {
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      },
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    },
    {
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      "input_skill": "Web Service Security",
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      "new_alias_persisted": false,
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      "new_skill_meta": {
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      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
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      "dimensions": [],
      "input_skill": "Governance",
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      "new_alias_persisted": false,
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      "new_skill_meta": {
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          "volatility": "MEDIUM"
        },
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      },
      "source_tag": "llm",
      "was_in_llm_skills": true
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  ],
  "unmatched_skills": [
    "Oracle Service Bus",
    "Core Java",
    "Oracle SOA Suite",
    "DB Adapters",
    "JMS",
    "MQ Adapters",
    "Oracle Business Rules",
    "ST Testing",
    "SIT Testing",
    "Oracle SOA Suite 11g",
    "Oracle SOA Suite 12c",
    "BPEL",
    "WSDL",
    "WADL",
    "XSD",
    "XSLT",
    "XPath",
    "XQuery",
    "Oracle 11g",
    "Enterprise Design Patterns",
    "Object-Oriented Design",
    "JDeveloper",
    "Service Component Architecture",
    "Web Services",
    "Oracle Application Server",
    "WebLogic Server",
    "Oracle Applications Adapters",
    "WebLogic",
    "Web Service Security",
    "Governance"
  ]
}
API 3 — final-role-output
{
  "chosen_role": {
    "display_name": "Integration / Middleware Developer",
    "id": 210,
    "rationale": "JD title \u0027Lead role\u0027 not in catalog; Excel taxonomy matched \u0027Integration / Middleware Developer\u0027 (confidence 0.90): The job description emphasizes extensive experience with Oracle Service Bus, SOA, and integration technologies, which aligns closely with the responsibilities of an Integration / Middleware Developer.",
    "role_archetype": null,
    "slug": "integration-middleware-developer",
    "source": "db"
  },
  "chosen_role_resolution": "in_db",
  "final_input_skills": [
    {
      "skill": "Oracle Service Bus",
      "tag": "new"
    },
    {
      "skill": "Core Java",
      "tag": "new"
    },
    {
      "skill": "Kafka",
      "tag": "in_db"
    },
    {
      "skill": "ELK",
      "tag": "in_db"
    },
    {
      "skill": "MongoDB",
      "tag": "in_db"
    },
    {
      "skill": "Oracle SOA Suite",
      "tag": "new"
    },
    {
      "skill": "DB Adapters",
      "tag": "new"
    },
    {
      "skill": "JMS",
      "tag": "new"
    },
    {
      "skill": "MQ Adapters",
      "tag": "new"
    },
    {
      "skill": "Oracle Business Rules",
      "tag": "new"
    },
    {
      "skill": "Unit Testing",
      "tag": "in_db"
    },
    {
      "skill": "ST Testing",
      "tag": "new"
    },
    {
      "skill": "SIT Testing",
      "tag": "new"
    },
    {
      "skill": "Code Review",
      "tag": "in_db"
    },
    {
      "skill": "SDLC",
      "tag": "in_db"
    },
    {
      "skill": "Oracle SOA Suite 11g",
      "tag": "new"
    },
    {
      "skill": "Oracle SOA Suite 12c",
      "tag": "new"
    },
    {
      "skill": "BPEL",
      "tag": "new"
    },
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