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Pipeline run

2d32fa12-b477-4aef-9570-d998f4beaf32

Pipeline LLM cost (USD)
API 1: $0.0131 API 2: $0.0000 API 3: $0.0000 Total: $0.0131

Client output enrichment

v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
role baseline loaded sources · ai_index: jd · nature_of_work: jd · tech_stack_maturity: jd
Nature of work · API and service implementation
Leads Java/J2EE solution design and hands-on development for consumer banking services, guiding developers through code reviews, release delivery, and test strategy. Also handles production escalations and performance/scaling work across microservices, integrations, and cloud environments.
"Provides technical direction to the project team and perform code reviews"
Tech stack maturity
Mainstream Modern cache hit
The stack centers on Java/Spring microservices with AWS, Kafka, MongoDB, REST, and Jenkins, which aligns with a widely adopted modern enterprise cloud-oriented backend environment.
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 (26)
Java J2EE Spring Spring MVC Spring AOP Spring Batch REST SOAP Kafka AWS PCF Microservices Oracle MongoDB OOAD Multi-threaded application development Design Patterns JSON Agile Scrum JIRA JUnit TDD Jenkins Continuous Integration +1
Skill cluster (10 dimension groups, role-scoped)
Web Application Frameworks
J2EE Spring Spring MVC
API Design and Contracts
REST
API Interface and Contract Design
JSON
Cloud Platforms
AWS
External System Integrations
SOAP
Messaging and Event Streaming
Kafka
Microservices and Distributed Systems
Microservices
NoSQL Databases
MongoDB
Programming Languages
Java
Cross-cutting / unaligned
Spring AOP Spring Batch PCF Oracle OOAD Multi-threaded application development Design Patterns Agile Scrum JIRA JUnit TDD Jenkins Continuous Integration Continuous Deployment
Show KRA description ↓
Define and Design solutions to meet the business and strategic requirements Organize, lead and motivate development resources to meet expected deliverables and quality standards across multiple releases Provides technical direction to the project team and perform code reviews Build efficient and high performing solutions to meet the business requirements Participate effectively in the entire software development life cycle Define and Design solutions to meet the business and strategic requirements Organize, lead and motivate development resources to meet expected deliverables and quality standards across multiple releases Provides technical direction to the project team and perform code reviews Collaborate with team to design, develop, test and refine deliverables that meet the objectives Handling all production support escalations and EACO calls during India day hours Motivate team members and promote a strong sense of support, ownership and urgency Facilitate communications within the team and facilitate knowledge sharing amongst the team and other personnel. Collaborate with Product Managers, System Architects, Analysts and any other stakeholders as needed Define & Execute the test strategy across the consumer banking applications Core skills – 8 to 14 years Java/J2EE Web Application Development, Spring (Core, MVC, AOP, Batch), Web Services (REST, SOAP etc.), Kafka (streaming technologies),integration technologies, Cloud Technologies (AWS/PCF), Microservices & knowledge on Oracle, MongoDB database. Strong in OOAD, Multi-threaded application development, design and implementation of web applications, Design Patterns Product & Design Knowledge - Experience with Product Development, Large Enterprise Scale Integrations (preferably in design/development of customer facing large enterprise applications) Experience in Consumer Banking or any complex middleware applications API - driven development - Experience working with remote data via SOAP, REST and JSON. Experience with Applications Performance Tuning, Scaling, Security, Resiliency Best Practices Hands on experience in delivering high value projects in Agile (SCRUM) methodology using preferably JIRA tool. Unit Testing (JUnit preferred)/ TDD - Scripting & Automated Testing, Continuous Integration and deployment (Jenkins) Good business communication skills in English System Knowledge & Analysis Problem solving & critical thinking Senior Java Engineer with good Design, hands on development & technical skills along with good interpersonal skills

Signals

Skill backend-engineer
0.38
Alias backend-engineer
1.00
KRA flutter-developer
0.63

Post-classification

Centroidupdated · n=333
Alias collision log
New-role queue
New skills captured11
New KRA capturedyes

Captured for admin review

Spring AOP primary Backend Developer pending
Spring Batch primary Backend Developer pending
PCF primary Backend Developer pending
Oracle primary Backend Developer pending
OOAD primary Backend Developer pending
Multi-threaded application development primary Backend Developer pending
JIRA primary Backend Developer pending
JUnit primary Backend Developer pending
TDD primary Backend Developer pending
Continuous Integration primary Backend Developer pending
Continuous Deployment primary Backend Developer pending
R&R fragment (sim 0.00) Backend Developer pending

Define and Design solutions to meet the business and strategic requirements Organize, lead and motivate development resources to meet expected deliverables and quality standards across multiple releas…

Status: extract_from_jd_done Created: 2026-05-27T14:07:36.519975Z Updated: 2026-05-27T14:07:40.793741Z
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

No chosen role stored for this run.

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 Payments, Virtual Solutions, and Innovation /Community Bank Technology (PVSI/CBT) within the Enterprise Information Technology business provides strategic technology solutions to the both the PVSI and Community Banking lines of business, including application design, development, and support. It also helps CBT PVSI CIO group in transforming the technology organization. This includes collaborating with Risk Management, Enterprise Architecture, Strategy, Shared Service and Infrastructure teams. About The Role Define and Design solutions to meet the business and strategic requirements Organize, lead and motivate development resources to meet expected deliverables and quality standards across multiple releases Provides technical direction to the project team and perform code reviews Responsibilities Build efficient and high performing solutions to meet the business requirements Participate effectively in the entire software development life cycle Define and Design solutions to meet the business and strategic requirements Organize, lead and motivate development resources to meet expected deliverables and quality standards across multiple releases Provides technical direction to the project team and perform code reviews Collaborate with team to design, develop, test and refine deliverables that meet the objectives Handling all production support escalations and EACO calls during India day hours Motivate team members and promote a strong sense of support, ownership and urgency Facilitate communications within the team and facilitate knowledge sharing amongst the team and other personnel. Collaborate with Product Managers, System Architects, Analysts and any other stakeholders as needed Define & Execute the test strategy across the consumer banking applications Essential Qualification Core skills – 8 to 14 years Java/J2EE Web Application Development, Spring (Core, MVC, AOP, Batch), Web Services (REST, SOAP etc.), Kafka (streaming technologies),integration technologies, Cloud Technologies (AWS/PCF), Microservices & knowledge on Oracle, MongoDB database. Strong in OOAD, Multi-threaded application development, design and implementation of web applications, Design Patterns Product & Design Knowledge - Experience with Product Development, Large Enterprise Scale Integrations (preferably in design/development of customer facing large enterprise applications) Experience in Consumer Banking or any complex middleware applications API - driven development - Experience working with remote data via SOAP, REST and JSON. Experience with Applications Performance Tuning, Scaling, Security, Resiliency Best Practices Hands on experience in delivering high value projects in Agile (SCRUM) methodology using preferably JIRA tool. Unit Testing (JUnit preferred)/ TDD - Scripting & Automated Testing, Continuous Integration and deployment (Jenkins) Good business communication skills in English System Knowledge & Analysis Problem solving & critical thinking About The Role Senior Java Engineer with good Design, hands on development & technical skills along with good interpersonal skills Market Skills and Certifications Oracle/Exadata database Desired Qualifications Experience in Behavioral Driven Development (BDD) & Domain Driven Development (DDD) Certification in AWS Associate level / Pivotal Cloud Foundry (PCF) developer 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 51922BR-1

Skills from this JD

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

Java Primary No API 2 row (run stopped after API 1 or history missing)
J2EE Primary No API 2 row (run stopped after API 1 or history missing)
Spring Primary No API 2 row (run stopped after API 1 or history missing)
Spring MVC Primary No API 2 row (run stopped after API 1 or history missing)
Spring AOP Primary No API 2 row (run stopped after API 1 or history missing)
Spring Batch Primary No API 2 row (run stopped after API 1 or history missing)
REST Primary No API 2 row (run stopped after API 1 or history missing)
SOAP Primary No API 2 row (run stopped after API 1 or history missing)
Kafka Primary No API 2 row (run stopped after API 1 or history missing)
AWS Primary No API 2 row (run stopped after API 1 or history missing)
PCF Primary No API 2 row (run stopped after API 1 or history missing)
Microservices Primary No API 2 row (run stopped after API 1 or history missing)
Oracle Primary No API 2 row (run stopped after API 1 or history missing)
MongoDB Primary No API 2 row (run stopped after API 1 or history missing)
OOAD Primary No API 2 row (run stopped after API 1 or history missing)
Multi-threaded application development Primary No API 2 row (run stopped after API 1 or history missing)
Design Patterns Primary No API 2 row (run stopped after API 1 or history missing)
JSON Primary No API 2 row (run stopped after API 1 or history missing)
Agile Primary No API 2 row (run stopped after API 1 or history missing)
Scrum Primary No API 2 row (run stopped after API 1 or history missing)
JIRA Primary No API 2 row (run stopped after API 1 or history missing)
JUnit Primary No API 2 row (run stopped after API 1 or history missing)
TDD Primary No API 2 row (run stopped after API 1 or history missing)
Jenkins Primary No API 2 row (run stopped after API 1 or history missing)
Continuous Integration Primary No API 2 row (run stopped after API 1 or history missing)
Continuous Deployment Primary No API 2 row (run stopped after API 1 or history missing)

Library artifacts (this run)

No artifact rows for this run.
nano JD Parser — gpt-4.1-nano click to toggle
RoleSenior Java Engineer
CompanyWells Fargo
Experience8 to 14 years
DomainFinancial Services
Location Hyderabad, India (null)
JD type pass

Certifications

Certification in AWS Associate level Pivotal Cloud Foundry (PCF) developer
Show raw JSON
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API 1 — extract-from-jd click to toggle
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          }
        ],
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      },
      {
        "display_name": "DevOps Engineer",
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          {
            "kra_text": "Builds and maintains CI/CD pipelines using Jenkins, GitHub Actions, GitLab CI, or CircleCI to automate build, test, security scanning, and deployment workflows.",
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            "similarity": 0.6375
          },
          {
            "kra_text": "Collaborates with development teams to improve build processes, reduce deployment friction, containerize applications, and adopt DevOps best practices.",
            "sentence": "Collaborate with team to design, develop, test and refine deliverables that meet the objectives",
            "similarity": 0.5582
          },
          {
            "kra_text": "Collaborates with development teams to improve build processes, reduce deployment friction, containerize applications, and adopt DevOps best practices.",
            "sentence": "Organize, lead and motivate development resources to meet expected deliverables and quality standards across multiple releases",
            "similarity": 0.5436
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 10,
        "score": 0.5798,
        "slug": "devops-engineer",
        "total_count": null
      },
      {
        "display_name": "Angular Frontend Developer",
        "kra_matches": [
          {
            "kra_text": "collaboration with design and QA",
            "sentence": "Collaborate with team to design, develop, test and refine deliverables that meet the objectives",
            "similarity": 0.6535
          },
          {
            "kra_text": "collaboration with design and QA",
            "sentence": "Collaborate with Product Managers, System Architects, Analysts and any other stakeholders as needed",
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          },
          {
            "kra_text": "code review and refactoring",
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            "similarity": 0.4903
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 90,
        "score": 0.5792,
        "slug": "angular-frontend-developer",
        "total_count": null
      },
      {
        "display_name": "Fullstack Developer",
        "kra_matches": [
          {
            "kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
            "sentence": "Collaborate with Product Managers, System Architects, Analysts and any other stakeholders as needed",
            "similarity": 0.6008
          },
          {
            "kra_text": "Works closely with product managers and UX designers to translate requirements and wireframes into working software features through iterative development.",
            "sentence": "Collaborate with team to design, develop, test and refine deliverables that meet the objectives",
            "similarity": 0.5575
          },
          {
            "kra_text": "Delivers features through CI/CD pipelines using automated tests, staged rollouts, feature flags, and incremental deployments.",
            "sentence": "Unit Testing (JUnit preferred)/ TDD - Scripting \u0026 Automated Testing, Continuous Integration and deployment (Jenkins)",
            "similarity": 0.5344
          }
        ],
        "matched_count": null,
        "matched_skills": null,
        "role_id": 15,
        "score": 0.5642,
        "slug": "full-stack-engineer",
        "total_count": null
      }
    ],
    "skill_match_roles": [
      {
        "display_name": "Backend Developer",
        "kra_matches": null,
        "matched_count": 10,
        "matched_skills": [
          "AWS",
          "J2EE",
          "Java",
          "Kafka",
          "MongoDB",
          "REST",
          "SOAP",
          "Spring",
          "Spring MVC",
          "microservices"
        ],
        "role_id": 1,
        "score": 0.3846,
        "slug": "backend-engineer",
        "total_count": 26
      },
      {
        "display_name": "Node.js Backend Developer",
        "kra_matches": null,
        "matched_count": 9,
        "matched_skills": [
          "AWS",
          "J2EE",
          "JSON",
          "Kafka",
          "REST",
          "SOAP",
          "Spring",
          "Spring MVC",
          "microservices"
        ],
        "role_id": 82,
        "score": 0.3462,
        "slug": "node-backend-developer",
        "total_count": 26
      },
      {
        "display_name": "Python Backend Developer",
        "kra_matches": null,
        "matched_count": 8,
        "matched_skills": [
          "AWS",
          "J2EE",
          "JSON",
          "Kafka",
          "REST",
          "SOAP",
          "Spring",
          "Spring MVC"
        ],
        "role_id": 80,
        "score": 0.3077,
        "slug": "python-backend-developer",
        "total_count": 26
      },
      {
        "display_name": "Fullstack Developer",
        "kra_matches": null,
        "matched_count": 7,
        "matched_skills": [
          "AWS",
          "J2EE",
          "JSON",
          "Java",
          "REST",
          "Spring",
          "Spring MVC"
        ],
        "role_id": 15,
        "score": 0.2692,
        "slug": "full-stack-engineer",
        "total_count": 26
      },
      {
        "display_name": "PHP Backend Developer",
        "kra_matches": null,
        "matched_count": 7,
        "matched_skills": [
          "J2EE",
          "JSON",
          "Kafka",
          "REST",
          "SOAP",
          "Spring",
          "Spring MVC"
        ],
        "role_id": 86,
        "score": 0.2692,
        "slug": "php-backend-developer",
        "total_count": 26
      }
    ]
  },
  "stage4_decision": {
    "alias_collision_detected": false,
    "case": "DOMAIN",
    "chosen_role": {
      "display_name": "Backend Developer",
      "kra_matches": null,
      "matched_count": null,
      "matched_skills": null,
      "role_id": 1,
      "score": 0.98,
      "slug": "backend-engineer",
      "total_count": null
    },
    "confidence": 0.98,
    "is_new_role": false,
    "llm2_fired": false,
    "llm2_reasoning": null,
    "matched_dimensions": [
      "Backend application development",
      "Enterprise integrations",
      "Cloud-based microservices",
      "Performance tuning and resiliency",
      "Agile software delivery",
      "Technical leadership and code review",
      "Production support",
      "Consumer banking applications"
    ],
    "matched_kras": [
      "Define and Design solutions to meet business requirements",
      "Organize, lead and motivate development resources",
      "Provide technical direction to the project team",
      "Perform code reviews",
      "Build efficient and high performing solutions",
      "Participate effectively in the entire software development life cycle",
      "Collaborate to design, develop, test and refine deliverables",
      "Handle all production support escalations",
      "Define \u0026 Execute the test strategy",
      "Facilitate communications and knowledge sharing"
    ],
    "matched_skills": [
      "Java/J2EE",
      "Spring (Core, MVC, AOP, Batch)",
      "Web Services (REST, SOAP)",
      "Kafka",
      "AWS/PCF",
      "Microservices",
      "Oracle",
      "MongoDB",
      "OOAD",
      "Multi-threaded application development",
      "Design Patterns",
      "JIRA",
      "JUnit",
      "Jenkins",
      "TDD"
    ],
    "new_role_display_name": null,
    "new_role_slug": null,
    "queued": false,
    "reasoning": "Domain=Software Engineering \u2192 sub-role java-backend-developer; The JD is centered on Java/J2EE backend development, Spring, web services, microservices, integrations, cloud, and production support, which best matches Backend Developer.",
    "sub_role": {
      "confidence": 0.99,
      "display_name": "Java Backend Developer",
      "reasoning": "The JD is explicitly for a Senior Java Engineer and centers on Java/J2EE, Spring, REST/SOAP, Kafka, and microservices, which clearly matches Java backend development.",
      "role_id": 79,
      "slug": "java-backend-developer"
    }
  },
  "stage5_updates": {
    "centroid_n_after": 333,
    "centroid_updated": true,
    "collision_log_id": null,
    "new_kra_attached": {
      "best_kra_similarity": 0.0,
      "queue_id": 373,
      "r_and_r_preview": "Define and Design solutions to meet the business and strategic requirements\nOrganize, lead and motivate development resources to meet expected deliverables and quality standards across multiple releas",
      "role_display_name": "Backend Developer",
      "role_slug": "backend-engineer",
      "status": "pending"
    },
    "new_skills_attached": [
      {
        "is_primary": true,
        "queue_id": 7038,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "Spring AOP",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 7039,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "Spring Batch",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 7040,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "PCF",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 7041,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "Oracle",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 7042,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "OOAD",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 7043,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "Multi-threaded application development",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 7044,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "JIRA",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 7045,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "JUnit",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 7046,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "TDD",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 7047,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "Continuous Integration",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 7048,
        "role_display_name": "Backend Developer",
        "role_slug": "backend-engineer",
        "skill_name": "Continuous Deployment",
        "status": "pending"
      }
    ],
    "queue_entry_id": null,
    "v3_pipeline_triggered": false,
    "v3_role_slug": null,
    "v3_run_id": null
  }
}
API 2 — extract-details
{}
API 3 — final-role-output
{}

LLM Calls

Every model call made for this run, in pipeline order. Click a card to see the model's response.

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