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Pipeline run

e54d1c66-8869-48ae-8191-2ce0fde5b22e

Pipeline LLM cost (USD)
API 1: $0.0096 API 2: $0.0016 API 3: $0.0000 Total: $0.0113

Client output enrichment

v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
Nature of work · SAP ABAP / HANA Development
Design and support SAP ABAP/HANA application solutions, building RICEF objects, workflows, BAdIs, IDocs, forms, and performance-tuned HANA code for implementation and support projects.
""You will design, develop and support application solutions with focus on SAP Netweaver - ABAP.""
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 (27)
SAP NetWeaver ABAP SAP Workflow BAdI IDoc ABAP Objects BAPI SAP XI SAP HANA HANA Studio ABAP Development Tools ADBC Native SQL ABAP Core Data Services ALV HANA Live SAP Data Dictionary SAP Scripts Smart Forms Adobe Forms Object-Oriented Programming RICEF Reports Interfaces Conversions +2
Skill cluster (1 dimension groups, role-scoped)
Cross-cutting / unaligned
SAP NetWeaver ABAP SAP Workflow BAdI IDoc ABAP Objects BAPI SAP XI SAP HANA HANA Studio ABAP Development Tools ADBC Native SQL ABAP Core Data Services ALV HANA Live SAP Data Dictionary SAP Scripts Smart Forms Adobe Forms Object-Oriented Programming RICEF Reports Interfaces Conversions Enhancements Forms
Show KRA description ↓
Your day in the role will include... You will design, develop and support application solutions with focus on SAP Netweaver - ABAP. You may also design, develop and/or re-engineer highly complex application components and integrate software packages, programs and reusable objects residing on multiple platforms. Knowledge and experience on SAP Workflow Advance ABAP BADI (Business Add-In) Intermediate Document Extensions ABAP Objects Business Application Programming Interface XI (Exchange Infrastructure) 12+ Years of SAP Functional experience specializing in design and configuration of SAP Modules, specifically in SAP ABAP for 8 years The ABAP on HANA Application Developers would possess the knowledge of the following topics and apply them to bring in value and innovation to client engagements: SAP HANA Technical Concept and Architecture, Data Modelling using HANA Studio, ABAP Development Tools (ADT), Code Performance Rules and Guidelines for SAP HANA, ADBC, Native SQL, ABAP Core data Services, Data Base Procedures, Text Search, ALV on HANA, and HANA Live models consumption. Designing and developing, data dictionary objects, data elements, domains, structures, views, lock objects, search helps and in formatting the output of SAP documents with multiple options. Modifying standard layout sets in SAP Scripts, Smart forms & Adobe Forms Knowledge on ABAP Object Oriented Programming. Development experience in RICEF (Reports, Interfaces, Conversions, Enhancements, Forms and Reports) Proven work experience in 3-4 full cycle implementation in SAP ABAP HANA projects. Experience in working in Implementation, Consulting, Client interaction, Upgrade, Maintenance and Post Production support projects would be an advantage Understanding of SAP functional requirement, conversion into Technical design and development using ABAP Language for Report, Interface, Conversion, Enhancement and Forms in implementation or support projects

Signals

Skill
Alias backend-engineer
1.00
KRA pega-developer
0.47

Post-classification

Centroidupdated · n=3
Alias collision log
New-role queue
New skills captured27
New KRA capturedyes

Captured for admin review

SAP NetWeaver primary SAP ABAP Developer pending
ABAP primary SAP ABAP Developer pending
SAP Workflow primary SAP ABAP Developer pending
BAdI primary SAP ABAP Developer pending
IDoc primary SAP ABAP Developer pending
ABAP Objects primary SAP ABAP Developer pending
BAPI primary SAP ABAP Developer pending
SAP XI primary SAP ABAP Developer pending
SAP HANA primary SAP ABAP Developer pending
HANA Studio primary SAP ABAP Developer pending
ABAP Development Tools primary SAP ABAP Developer pending
ADBC primary SAP ABAP Developer pending
Native SQL primary SAP ABAP Developer pending
ABAP Core Data Services primary SAP ABAP Developer pending
ALV primary SAP ABAP Developer pending
HANA Live primary SAP ABAP Developer pending
SAP Data Dictionary primary SAP ABAP Developer pending
SAP Scripts primary SAP ABAP Developer pending
Smart Forms primary SAP ABAP Developer pending
Adobe Forms primary SAP ABAP Developer pending
Object-Oriented Programming primary SAP ABAP Developer pending
RICEF primary SAP ABAP Developer pending
Reports primary SAP ABAP Developer pending
Interfaces primary SAP ABAP Developer pending
Conversions primary SAP ABAP Developer pending
Enhancements primary SAP ABAP Developer pending
Forms primary SAP ABAP Developer pending
R&R fragment (sim 0.00) SAP ABAP Developer pending

Your day in the role will include... You will design, develop and support application solutions with focus on SAP Netweaver - ABAP. You may also design, develop and/or re-engineer highly complex appl…

Status: completed Created: 2026-05-27T17:39:39.583352Z Updated: 2026-05-27T17:42:47.120305Z API 3 duration: 875 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

SAP ABAP Developer

domain · SAP CASE DOMAIN

slug: sap-abap-developer · id: 157 · source: db

Domain=SAP; The JD is centered on SAP ABAP application development, ABAP on HANA, forms, workflows, enhancements, and RICEF support, which aligns directly with an SAP ABAP Developer.

Matched skills

SAP Netweaver - ABAPSAP WorkflowABAP BADIIntermediate Document ExtensionsABAP ObjectsBusiness Application Programming InterfaceXI (Exchange Infrastructure)SAP HANAHANA StudioABAP Development Tools (ADT)ADBCNative SQLABAP Core data ServicesData Base ProceduresALV on HANA

Matched dimensions

SAP ABAP application developmentABAP on HANA developmentTechnical design and developmentRICEF implementation workSAP forms and output formattingClient support and post-production maintenanceSAP integration development

Matched KRAs

design, develop and support application solutionsdesign, develop and/or re-engineer highly complex application componentsintegrate software packages, programs and reusable objectsdesigning and developing data dictionary objectsModifying standard layout sets in SAP Scripts, Smart forms & Adobe FormsDevelopment experience in RICEFconversion into Technical design and developmentfull cycle implementation in SAP ABAP HANA projects

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

Introduction As an Application Developer, you will lead IBM into the future by translating system requirements into the design and development of customized systems in an agile environment. The success of IBM is in your hands as you transform vital business needs into code and drive innovation. Your work will power IBM and its clients globally, collaborating and integrating code into enterprise systems. You will have access to the latest education, tools and technology, and a limitless career path with the world’s technology leader. Come to IBM and make a global impact! Your Role and Responsibilities  Your day in the role will include...   You will design, develop and support application solutions with focus on SAP Netweaver - ABAP.   You may also design, develop and/or re-engineer highly complex application components and integrate software packages, programs and reusable objects residing on multiple platforms.   You will come with...   Knowledge and experience on SAP Workflow   Advance ABAP BADI (Business Add-In)   Intermediate Document Extensions   ABAP Objects   Business Application Programming Interface   XI (Exchange Infrastructure)  Required Technical and Professional Expertise  12+ Years of SAP Functional experience specializing in design and configuration of SAP Modules, specifically in SAP ABAP for 8 years   The ABAP on HANA Application Developers would possess the knowledge of the following topics and apply them to bring in value and innovation to client engagements: SAP HANA Technical Concept and Architecture, Data Modelling using HANA Studio, ABAP Development Tools (ADT), Code Performance Rules and Guidelines for SAP HANA, ADBC, Native SQL, ABAP Core data Services, Data Base Procedures, Text Search, ALV on HANA, and HANA Live models consumption.   Designing and developing, data dictionary objects, data elements, domains, structures, views, lock objects, search helps and in formatting the output of SAP documents with multiple options.   Modifying standard layout sets in SAP Scripts, Smart forms & Adobe Forms   Knowledge on ABAP Object Oriented Programming.   Development experience in RICEF (Reports, Interfaces, Conversions, Enhancements, Forms and Reports)  Preferred Technical And Professional Expertise  Proven work experience in 3-4 full cycle implementation in SAP ABAP HANA projects.   Experience in working in Implementation, Consulting, Client interaction, Upgrade, Maintenance and Post Production support projects would be an advantage   Understanding of SAP functional requirement, conversion into Technical design and development using ABAP Language for Report, Interface, Conversion, Enhancement and Forms in implementation or support projects  About Business Unit IBM Services is a team of business, strategy and technology consultants that design, build, and run foundational systems and services that is the backbone of the world's economy. IBM Services partners with the world's leading companies in over 170 countries to build smarter businesses by reimagining and reinventing through technology, with its outcome-focused methodologies, industry-leading portfolio and world class research and operations expertise leading to results-driven innovation and enduring excellence. Your Life @ IBM What matters to you when you’re looking for your next career challenge? Maybe you want to get involved in work that really changes the world? What about somewhere with incredible and diverse career and development opportunities – where you can truly discover your passion? Are you looking for a culture of openness, collaboration and trust – where everyone has a voice? What about all of these? If so, then IBM could be your next career challenge. Join us, not to do something better, but to attempt things you never thought possible. Impact. Inclusion. Infinite Experiences. Do your best work ever. About IBM IBM’s greatest invention is the IBMer. We believe that progress is made through progressive thinking, progressive leadership, progressive policy and progressive action. IBMers believe that the application of intelligence, reason and science can improve business, society and the human condition. Restlessly reinventing since 1911, we are the largest technology and consulting employer in the world, with more than 380,000 IBMers serving clients in 170 countries. Location Statement For additional information about location requirements, please discuss with the recruiter following submission of your application. Being You @ IBM IBM is committed to creating a diverse environment and is proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, pregnancy, disability, age, veteran status, or other characteristics. IBM is also committed to compliance with all fair employment practices regarding citizenship and immigration status.

Skills from this JD

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

SAP NetWeaver 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
ABAP 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
SAP Workflow 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
BAdI 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
IDoc 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
ABAP Objects 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
BAPI 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
SAP XI 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
SAP HANA 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
HANA Studio 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
ABAP Development Tools 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
ADBC 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
Native SQL 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
ABAP Core Data Services 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
ALV 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
HANA Live 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
SAP Data Dictionary 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
SAP Scripts 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
Smart Forms 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
Adobe Forms 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
Object-Oriented Programming 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
RICEF 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
Reports 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
Interfaces 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
Conversions 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
Enhancements 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
Forms 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

Library artifacts (this run)

Kind Detail DB id
canonical_skill_proposed SAP NetWeaver | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed ABAP | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed SAP Workflow | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed BAdI | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed IDoc | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed ABAP Objects | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed BAPI | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed SAP XI | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed SAP HANA | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed HANA Studio | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed ABAP Development Tools | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed ADBC | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Native SQL | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed ABAP Core Data Services | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed ALV | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed HANA Live | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed SAP Data Dictionary | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed SAP Scripts | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Smart Forms | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Adobe Forms | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Object-Oriented Programming | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed RICEF | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Reports | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Interfaces | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Conversions | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Enhancements | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
canonical_skill_proposed Forms | type=Other subtype=general nature=TOOL lifespan=MULTI_YEAR
nano JD Parser — gpt-4.1-nano click to toggle
RoleApplication Developer
CompanyIBM
Experience12+ Years of SAP Functional experience specializing in design and configuration of SAP Modules, specifically in SAP ABAP for 8 years
DomainIT Services & Consulting
JD type pass
Show raw JSON
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      "last_5_words": "driven innovation and enduring excellence."
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  "role": "Application Developer",
  "role_aliases": [
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      "heading": "Your Role and Responsibilities",
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      "source_marker": {
        "first_5_words": "Your day in the role",
        "last_5_words": "residing on multiple platforms."
      },
      "text": "Your day in the role will include...\n\nYou will design, develop and support application solutions with focus on SAP Netweaver - ABAP.\nYou may also design, develop and/or re-engineer highly complex application components and integrate software packages, programs and reusable objects residing on multiple platforms.",
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      "text": "12+ Years of SAP Functional experience specializing in design and configuration of SAP Modules, specifically in SAP ABAP for 8 years\nThe ABAP on HANA Application Developers would possess the knowledge of the following topics and apply them to bring in value and innovation to client engagements: SAP HANA Technical Concept and Architecture, Data Modelling using HANA Studio, ABAP Development Tools (ADT), Code Performance Rules and Guidelines for SAP HANA, ADBC, Native SQL, ABAP Core data Services, Data Base Procedures, Text Search, ALV on HANA, and HANA Live models consumption.\nDesigning and developing, data dictionary objects, data elements, domains, structures, views, lock objects, search helps and in formatting the output of SAP documents with multiple options.\nModifying standard layout sets in SAP Scripts, Smart forms \u0026 Adobe Forms\nKnowledge on ABAP Object Oriented Programming.\nDevelopment experience in RICEF (Reports, Interfaces, Conversions, Enhancements, Forms and Reports)",
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      },
      "text": "Proven work experience in 3-4 full cycle implementation in SAP ABAP HANA projects.\nExperience in working in Implementation, Consulting, Client interaction, Upgrade, Maintenance and Post Production support projects would be an advantage\nUnderstanding of SAP functional requirement, conversion into Technical design and development using ABAP Language for Report, Interface, Conversion, Enhancement and Forms in implementation or support projects",
      "word_count": 56
    }
  ],
  "urls": []
}
API 1 — extract-from-jd click to toggle
{
  "final_skills": [
    {
      "is_primary": true,
      "skill_name": "SAP NetWeaver"
    },
    {
      "is_primary": true,
      "skill_name": "ABAP"
    },
    {
      "is_primary": true,
      "skill_name": "SAP Workflow"
    },
    {
      "is_primary": true,
      "skill_name": "BAdI"
    },
    {
      "is_primary": true,
      "skill_name": "IDoc"
    },
    {
      "is_primary": true,
      "skill_name": "ABAP Objects"
    },
    {
      "is_primary": true,
      "skill_name": "BAPI"
    },
    {
      "is_primary": true,
      "skill_name": "SAP XI"
    },
    {
      "is_primary": true,
      "skill_name": "SAP HANA"
    },
    {
      "is_primary": true,
      "skill_name": "HANA Studio"
    },
    {
      "is_primary": true,
      "skill_name": "ABAP Development Tools"
    },
    {
      "is_primary": true,
      "skill_name": "ADBC"
    },
    {
      "is_primary": true,
      "skill_name": "Native SQL"
    },
    {
      "is_primary": true,
      "skill_name": "ABAP Core Data Services"
    },
    {
      "is_primary": true,
      "skill_name": "ALV"
    },
    {
      "is_primary": true,
      "skill_name": "HANA Live"
    },
    {
      "is_primary": true,
      "skill_name": "SAP Data Dictionary"
    },
    {
      "is_primary": true,
      "skill_name": "SAP Scripts"
    },
    {
      "is_primary": true,
      "skill_name": "Smart Forms"
    },
    {
      "is_primary": true,
      "skill_name": "Adobe Forms"
    },
    {
      "is_primary": true,
      "skill_name": "Object-Oriented Programming"
    },
    {
      "is_primary": true,
      "skill_name": "RICEF"
    },
    {
      "is_primary": true,
      "skill_name": "Reports"
    },
    {
      "is_primary": true,
      "skill_name": "Interfaces"
    },
    {
      "is_primary": true,
      "skill_name": "Conversions"
    },
    {
      "is_primary": true,
      "skill_name": "Enhancements"
    },
    {
      "is_primary": true,
      "skill_name": "Forms"
    }
  ],
  "jd_role": {
    "display_name": "Application Developer",
    "rationale": null,
    "role_aliases": [
      "Software Developer",
      "SAP ABAP Developer",
      "ABAP Developer"
    ],
    "role_archetype": "Engineering",
    "slug": ""
  },
  "nano_parsed": {
    "JD_type": "pass",
    "about_company": {
      "source_marker": {
        "first_5_words": "IBM Services is a team",
        "last_5_words": "driven innovation and enduring excellence."
      },
      "text": "IBM Services is a team of business, strategy and technology consultants that design, build, and run foundational systems and services that is the backbone of the world\u0027s economy. IBM Services partners with the world\u0027s leading companies in over 170 countries to build smarter businesses by reimagining and reinventing through technology, with its outcome-focused methodologies, industry-leading portfolio and world class research and operations expertise leading to results-driven innovation and enduring excellence.",
      "word_count": 64
    },
    "certifications": [],
    "company_name": "IBM",
    "ctc": null,
    "domain": {
      "primary": {
        "aliases": [
          "ITES",
          "BPO",
          "Tech Consulting"
        ],
        "domain": "IT Services \u0026 Consulting"
      },
      "secondary": null
    },
    "education": [],
    "experience": {
      "max": null,
      "min": 12,
      "raw": "12+ Years of SAP Functional experience specializing in design and configuration of SAP Modules, specifically in SAP ABAP for 8 years"
    },
    "job_locations": [],
    "role": "Application Developer",
    "role_aliases": [
      "Software Developer",
      "SAP ABAP Developer",
      "ABAP Developer"
    ],
    "role_archetype": "Engineering",
    "roles_and_responsibilities": [
      {
        "bullet_count": 0,
        "heading": "Your Role and Responsibilities",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "Your day in the role",
          "last_5_words": "residing on multiple platforms."
        },
        "text": "Your day in the role will include...\n\nYou will design, develop and support application solutions with focus on SAP Netweaver - ABAP.\nYou may also design, develop and/or re-engineer highly complex application components and integrate software packages, programs and reusable objects residing on multiple platforms.",
        "word_count": 45
      },
      {
        "bullet_count": 6,
        "heading": "You will come with...",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "Knowledge and experience on",
          "last_5_words": "Exchange Infrastructure"
        },
        "text": "Knowledge and experience on SAP Workflow\nAdvance ABAP BADI (Business Add-In)\nIntermediate Document Extensions\nABAP Objects\nBusiness Application Programming Interface\nXI (Exchange Infrastructure)",
        "word_count": 24
      },
      {
        "bullet_count": 0,
        "heading": "Required Technical and Professional Expertise",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "12+ Years of SAP Functional",
          "last_5_words": "Enhancements, Forms and Reports)"
        },
        "text": "12+ Years of SAP Functional experience specializing in design and configuration of SAP Modules, specifically in SAP ABAP for 8 years\nThe ABAP on HANA Application Developers would possess the knowledge of the following topics and apply them to bring in value and innovation to client engagements: SAP HANA Technical Concept and Architecture, Data Modelling using HANA Studio, ABAP Development Tools (ADT), Code Performance Rules and Guidelines for SAP HANA, ADBC, Native SQL, ABAP Core data Services, Data Base Procedures, Text Search, ALV on HANA, and HANA Live models consumption.\nDesigning and developing, data dictionary objects, data elements, domains, structures, views, lock objects, search helps and in formatting the output of SAP documents with multiple options.\nModifying standard layout sets in SAP Scripts, Smart forms \u0026 Adobe Forms\nKnowledge on ABAP Object Oriented Programming.\nDevelopment experience in RICEF (Reports, Interfaces, Conversions, Enhancements, Forms and Reports)",
        "word_count": 164
      },
      {
        "bullet_count": 3,
        "heading": "Preferred Technical And Professional Expertise",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "Proven work experience in",
          "last_5_words": "or support projects"
        },
        "text": "Proven work experience in 3-4 full cycle implementation in SAP ABAP HANA projects.\nExperience in working in Implementation, Consulting, Client interaction, Upgrade, Maintenance and Post Production support projects would be an advantage\nUnderstanding of SAP functional requirement, conversion into Technical design and development using ABAP Language for Report, Interface, Conversion, Enhancement and Forms in implementation or support projects",
        "word_count": 56
      }
    ],
    "urls": []
  },
  "rejected": false,
  "rejection_reason": null,
  "run_id": "e54d1c66-8869-48ae-8191-2ce0fde5b22e",
  "stage3_signals": {
    "alias_found": true,
    "alias_match_roles": [
      {
        "display_name": "Backend Developer",
        "kra_matches": null,
        "matched_count": null,
        "matched_skills": null,
        "role_id": 1,
        "score": 1.0,
        "slug": "backend-engineer",
        "total_count": null
      },
      {
        "display_name": "SAP ABAP Developer",
        "kra_matches": null,
        "matched_count": null,
        "matched_skills": null,
        "role_id": 157,
        "score": 1.0,
        "slug": "sap-abap-developer",
        "total_count": null
      }
    ],
    "kra_match_roles": [
      {
        "display_name": "Pega Developer",
        "kra_matches": [
          {
            "kra_text": "Requirements analysis and process translation",
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            "similarity": 0.4955
          },
          {
            "kra_text": "external system integration implementation",
            "sentence": "You may also design, develop and/or re-engineer highly complex application components and integrate software packages, programs and reusable objects residing on multiple platforms.",
            "similarity": 0.476
          },
          {
            "kra_text": "Requirements analysis and process translation",
            "sentence": "Development experience in RICEF (Reports, Interfaces, Conversions, Enhancements, Forms and Reports)",
            "similarity": 0.4521
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 24,
        "score": 0.4745,
        "slug": "pega-developer",
        "total_count": null
      },
      {
        "display_name": "Scala Backend Developer",
        "kra_matches": [
          {
            "kra_text": "application data modeling",
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            "similarity": 0.5247
          },
          {
            "kra_text": "backend workflow orchestration",
            "sentence": "Knowledge and experience on SAP Workflow",
            "similarity": 0.4457
          },
          {
            "kra_text": "application data modeling",
            "sentence": "The ABAP on HANA Application Developers would possess the knowledge of the following topics and apply them to bring in value and innovation to client engagements: SAP HANA Technical Concept and Architecture, Data Modelling using HANA Studio, ABAP Development Tools (ADT), Code Performance Rules and Guidelines for SAP HANA, ADBC, Native SQL, ABAP Core data Services, Data Base Procedures, Text Search, ALV on HANA, and HANA Live models consumption.",
            "similarity": 0.4285
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 87,
        "score": 0.4663,
        "slug": "scala-backend-developer",
        "total_count": null
      },
      {
        "display_name": "Data Engineer",
        "kra_matches": [
          {
            "kra_text": "Designs dimensional models, star schemas, data vault structures, and curated data mart tables to support BI tools and self-service analytics consumption.",
            "sentence": "Designing and developing, data dictionary objects, data elements, domains, structures, views, lock objects, search helps and in formatting the output of SAP documents with multiple options.",
            "similarity": 0.5879
          },
          {
            "kra_text": "Designs dimensional models, star schemas, data vault structures, and curated data mart tables to support BI tools and self-service analytics consumption.",
            "sentence": "Development experience in RICEF (Reports, Interfaces, Conversions, Enhancements, Forms and Reports)",
            "similarity": 0.4007
          },
          {
            "kra_text": "Designs dimensional models, star schemas, data vault structures, and curated data mart tables to support BI tools and self-service analytics consumption.",
            "sentence": "Understanding of SAP functional requirement, conversion into Technical design and development using ABAP Language for Report, Interface, Conversion, Enhancement and Forms in implementation or support projects",
            "similarity": 0.3947
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 2,
        "score": 0.4611,
        "slug": "data-engineer",
        "total_count": null
      },
      {
        "display_name": "Java Backend Developer",
        "kra_matches": [
          {
            "kra_text": "external system integration",
            "sentence": "You may also design, develop and/or re-engineer highly complex application components and integrate software packages, programs and reusable objects residing on multiple platforms.",
            "similarity": 0.4667
          },
          {
            "kra_text": "Server-side business logic implementation",
            "sentence": "Business Application Programming Interface",
            "similarity": 0.435
          },
          {
            "kra_text": "code refactoring and defect fixes",
            "sentence": "Development experience in RICEF (Reports, Interfaces, Conversions, Enhancements, Forms and Reports)",
            "similarity": 0.4264
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 79,
        "score": 0.4427,
        "slug": "java-backend-developer",
        "total_count": null
      },
      {
        "display_name": "Fullstack Developer",
        "kra_matches": [
          {
            "kra_text": "Designs and queries relational databases like PostgreSQL and document stores like MongoDB, writing migrations, indexes, and optimized queries.",
            "sentence": "Designing and developing, data dictionary objects, data elements, domains, structures, views, lock objects, search helps and in formatting the output of SAP documents with multiple options.",
            "similarity": 0.4694
          },
          {
            "kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
            "sentence": "You may also design, develop and/or re-engineer highly complex application components and integrate software packages, programs and reusable objects residing on multiple platforms.",
            "similarity": 0.4514
          },
          {
            "kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
            "sentence": "Understanding of SAP functional requirement, conversion into Technical design and development using ABAP Language for Report, Interface, Conversion, Enhancement and Forms in implementation or support projects",
            "similarity": 0.3931
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 15,
        "score": 0.438,
        "slug": "full-stack-engineer",
        "total_count": null
      }
    ],
    "skill_match_roles": []
  },
  "stage4_decision": {
    "alias_collision_detected": false,
    "case": "DOMAIN",
    "chosen_role": {
      "display_name": "SAP ABAP Developer",
      "kra_matches": null,
      "matched_count": null,
      "matched_skills": null,
      "role_id": 157,
      "score": 0.99,
      "slug": "sap-abap-developer",
      "total_count": null
    },
    "confidence": 0.99,
    "is_new_role": false,
    "llm2_fired": false,
    "llm2_reasoning": null,
    "matched_dimensions": [
      "SAP ABAP application development",
      "ABAP on HANA development",
      "Technical design and development",
      "RICEF implementation work",
      "SAP forms and output formatting",
      "Client support and post-production maintenance",
      "SAP integration development"
    ],
    "matched_kras": [
      "design, develop and support application solutions",
      "design, develop and/or re-engineer highly complex application components",
      "integrate software packages, programs and reusable objects",
      "designing and developing data dictionary objects",
      "Modifying standard layout sets in SAP Scripts, Smart forms \u0026 Adobe Forms",
      "Development experience in RICEF",
      "conversion into Technical design and development",
      "full cycle implementation in SAP ABAP HANA projects"
    ],
    "matched_skills": [
      "SAP Netweaver - ABAP",
      "SAP Workflow",
      "ABAP BADI",
      "Intermediate Document Extensions",
      "ABAP Objects",
      "Business Application Programming Interface",
      "XI (Exchange Infrastructure)",
      "SAP HANA",
      "HANA Studio",
      "ABAP Development Tools (ADT)",
      "ADBC",
      "Native SQL",
      "ABAP Core data Services",
      "Data Base Procedures",
      "ALV on HANA"
    ],
    "new_role_display_name": null,
    "new_role_slug": null,
    "queued": false,
    "reasoning": "Domain=SAP; The JD is centered on SAP ABAP application development, ABAP on HANA, forms, workflows, enhancements, and RICEF support, which aligns directly with an SAP ABAP Developer.",
    "sub_role": null
  },
  "stage5_updates": {
    "centroid_n_after": 3,
    "centroid_updated": true,
    "collision_log_id": null,
    "new_kra_attached": {
      "best_kra_similarity": 0.0,
      "queue_id": 1940,
      "r_and_r_preview": "Your day in the role will include...\n\nYou will design, develop and support application solutions with focus on SAP Netweaver - ABAP.\nYou may also design, develop and/or re-engineer highly complex appl",
      "role_display_name": "SAP ABAP Developer",
      "role_slug": "sap-abap-developer",
      "status": "pending"
    },
    "new_skills_attached": [
      {
        "is_primary": true,
        "queue_id": 24925,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "SAP NetWeaver",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24927,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "ABAP",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24929,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "SAP Workflow",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24931,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "BAdI",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24933,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "IDoc",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24934,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "ABAP Objects",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24936,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "BAPI",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24938,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "SAP XI",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24939,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "SAP HANA",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24940,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "HANA Studio",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24942,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "ABAP Development Tools",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24944,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "ADBC",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24946,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "Native SQL",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24947,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "ABAP Core Data Services",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24949,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "ALV",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24951,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "HANA Live",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24953,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "SAP Data Dictionary",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24955,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "SAP Scripts",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24956,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "Smart Forms",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24958,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "Adobe Forms",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24960,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "Object-Oriented Programming",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24962,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "RICEF",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24963,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "Reports",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24964,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "Interfaces",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24965,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "Conversions",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24966,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "Enhancements",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 24967,
        "role_display_name": "SAP ABAP Developer",
        "role_slug": "sap-abap-developer",
        "skill_name": "Forms",
        "status": "pending"
      }
    ],
    "queue_entry_id": null,
    "v3_pipeline_triggered": false,
    "v3_role_slug": null,
    "v3_run_id": null
  }
}
API 2 — extract-details
{
  "alias_matches": [],
  "candidate_roles": [],
  "chosen_role": {
    "display_name": "SAP ABAP Developer",
    "id": 157,
    "rationale": "Domain=SAP; The JD is centered on SAP ABAP application development, ABAP on HANA, forms, workflows, enhancements, and RICEF support, which aligns directly with an SAP ABAP Developer.",
    "role_archetype": null,
    "slug": "sap-abap-developer",
    "source": "db"
  },
  "dimensions": [],
  "input_final_skills": [
    "SAP NetWeaver",
    "ABAP",
    "SAP Workflow",
    "BAdI",
    "IDoc",
    "ABAP Objects",
    "BAPI",
    "SAP XI",
    "SAP HANA",
    "HANA Studio",
    "ABAP Development Tools",
    "ADBC",
    "Native SQL",
    "ABAP Core Data Services",
    "ALV",
    "HANA Live",
    "SAP Data Dictionary",
    "SAP Scripts",
    "Smart Forms",
    "Adobe Forms",
    "Object-Oriented Programming",
    "RICEF",
    "Reports",
    "Interfaces",
    "Conversions",
    "Enhancements",
    "Forms"
  ],
  "input_llm_skills": [
    "SAP NetWeaver",
    "ABAP",
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          "version_strategy": "UNVERSIONED",
          "volatility": "MEDIUM"
        },
        "enrichment": null,
        "keep_log": [],
        "locked_dimensions": [],
        "merge_log": [],
        "placed": null,
        "relationships": null,
        "skill_id": "enhancements",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Forms",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Other",
          "skill_nature": "TOOL",
          "sub_category": "general",
          "typical_lifespan": "MULTI_YEAR",
          "version_strategy": "UNVERSIONED",
          "volatility": "MEDIUM"
        },
        "enrichment": null,
        "keep_log": [],
        "locked_dimensions": [],
        "merge_log": [],
        "placed": null,
        "relationships": null,
        "skill_id": "forms",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    }
  ],
  "unmatched_skills": [
    "SAP NetWeaver",
    "ABAP",
    "SAP Workflow",
    "BAdI",
    "IDoc",
    "ABAP Objects",
    "BAPI",
    "SAP XI",
    "SAP HANA",
    "HANA Studio",
    "ABAP Development Tools",
    "ADBC",
    "Native SQL",
    "ABAP Core Data Services",
    "ALV",
    "HANA Live",
    "SAP Data Dictionary",
    "SAP Scripts",
    "Smart Forms",
    "Adobe Forms",
    "Object-Oriented Programming",
    "RICEF",
    "Reports",
    "Interfaces",
    "Conversions",
    "Enhancements",
    "Forms"
  ]
}
API 3 — final-role-output
{
  "chosen_role": {
    "display_name": "SAP ABAP Developer",
    "id": 157,
    "rationale": "Domain=SAP; The JD is centered on SAP ABAP application development, ABAP on HANA, forms, workflows, enhancements, and RICEF support, which aligns directly with an SAP ABAP Developer.",
    "role_archetype": null,
    "slug": "sap-abap-developer",
    "source": "db"
  },
  "chosen_role_resolution": "in_db",
  "final_input_skills": [
    {
      "skill": "SAP NetWeaver",
      "tag": "new"
    },
    {
      "skill": "ABAP",
      "tag": "new"
    },
    {
      "skill": "SAP Workflow",
      "tag": "new"
    },
    {
      "skill": "BAdI",
      "tag": "new"
    },
    {
      "skill": "IDoc",
      "tag": "new"
    },
    {
      "skill": "ABAP Objects",
      "tag": "new"
    },
    {
      "skill": "BAPI",
      "tag": "new"
    },
    {
      "skill": "SAP XI",
      "tag": "new"
    },
    {
      "skill": "SAP HANA",
      "tag": "new"
    },
    {
      "skill": "HANA Studio",
      "tag": "new"
    },
    {
      "skill": "ABAP Development Tools",
      "tag": "new"
    },
    {
      "skill": "ADBC",
      "tag": "new"
    },
    {
      "skill": "Native SQL",
      "tag": "new"
    },
    {
      "skill": "ABAP Core Data Services",
      "tag": "new"
    },
    {
      "skill": "ALV",
      "tag": "new"
    },
    {
      "skill": "HANA Live",
      "tag": "new"
    },
    {
      "skill": "SAP Data Dictionary",
      "tag": "new"
    },
    {
      "skill": "SAP Scripts",
      "tag": "new"
    },
    {
      "skill": "Smart Forms",
      "tag": "new"
    },
    {
      "skill": "Adobe Forms",
      "tag": "new"
    },
    {
      "skill": "Object-Oriented Programming",
      "tag": "new"
    },
    {
      "skill": "RICEF",
      "tag": "new"
    },
    {
      "skill": "Reports",
      "tag": "new"
    },
    {
      "skill": "Interfaces",
      "tag": "new"
    },
    {
      "skill": "Conversions",
      "tag": "new"
    },
    {
      "skill": "Enhancements",
      "tag": "new"
    },
    {
      "skill": "Forms",
      "tag": "new"
    }
  ],
  "llm_cost_api1_usd": null,
  "llm_cost_api2_usd": null,
  "llm_cost_api3_usd": null,
  "llm_cost_total_usd": null,
  "persistence": {
    "items": [],
    "new_skills_created": 0,
    "role_dimension_saved": 0,
    "skill_dimension_saved": 0,
    "skipped": 0
  },
  "planner_output": null,
  "run_id": "e54d1c66-8869-48ae-8191-2ce0fde5b22e"
}