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Pipeline run

d78c287c-c234-4022-b245-29fdad42c81d

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

Client output enrichment

v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
SPARSE JD
Nature of work
no_db_connection
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 (0)
No skills extracted
Skill cluster (0 dimension groups, role-scoped)
No dimension groups computed for this JD.
Status: extract_from_jd_done Created: 2026-05-27T13:47:05.601112Z Updated: 2026-05-27T13:47:05.601112Z
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

A Lead Java Developer is responsible for designing, developing, and implementing web-based Java applications to support business requirements. Here are some key responsibilities and qualifications: Responsibilities: Modify and enhance existing systems to incorporate new functionality and optimize them for performance. Develop and support JMS based integration solutions, and API (based on REST principles and architecture) for internal applications. Author technical design and support documentation. Review Pull Requests and provide feedback to keep code quality high. Qualifications: A Bachelors degree in Computer Science, Engineering, Information Systems, or a related field. Relevant Software Engineering Infrastructure and architecture. Knowledge of Java / Scala development environments and debugging tools. Excellent understanding of identity Management - Primarily identity administration. Hands-on experience with solution delivery using Java, REST, DB2, JSON, Web... technologies in a Unix environment,

This job is provided by Shine.com

Library artifacts (this run)

No artifact rows for this run.
API 1 — extract-from-jd click to toggle
{
  "final_skills": [],
  "jd_role": {
    "display_name": "A Lead Java Developer is responsible for designing, developing, and implementing web-based Java applications to support business requirements. Here are some key responsibilities and qualifications: Responsibilities: Modify and enhance existing systems to incorporate new functionality and optimize them for performance. Develop and support JMS based integration solutions, and API (based on REST principles and architecture) for internal applications. Author technical design and support documentation. Review Pull Requests and provide feedback to keep code quality high. Qualifications: A Bachelors degree in Computer Science, Engineering, Information Systems, or a related field. Relevant Software Engineering Infrastructure and architecture. Knowledge of Java / Scala development environments and debugging tools. Excellent understanding of identity Management - Primarily identity administration. Hands-on experience with solution delivery using Java, REST, DB2, JSON, Web... technologies in a Unix environment,",
    "rationale": "JD body too sparse: 6 words, 0 tech-marker hits \u2014 needs more detail (\u003e=80 words or \u003e=2 tech markers) for confident classification",
    "role_aliases": [],
    "role_archetype": "Other",
    "slug": ""
  },
  "nano_parsed": null,
  "rejected": true,
  "rejection_reason": "Sparse JD: JD body too sparse: 6 words, 0 tech-marker hits \u2014 needs more detail (\u003e=80 words or \u003e=2 tech markers) for confident classification",
  "run_id": null,
  "stage3_signals": null,
  "stage4_decision": null,
  "stage5_updates": 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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