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Pipeline run

ceb1b2db-9fae-4f8e-b265-286b5290fc95

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: 2026-05-27T14:34:27.493142Z Updated: 2026-06-12T17:31:56.346960Z
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

At Republic World Digital, we rely on our dynamic team of engineers to solve the many challenges and puzzles that come with our rapidly evolving technical stack. We are currently seeking a Mobile Developer who would be responsible for mobile platform design and managing the development from initial design to release Key Skills: 4 to 5 years of experience in Mobile Development. Strong proficiency in React Native. Proficiency in either Android development using Kotlin or iOS development using Swift 4-5. Experience in developing and deploying mobile applications for Android and iOS platforms. Note: Local candidates whose notice period is between 0 to 30 days will be preferred. It's a full-time work-from-office opportunity. Candidates looking for WFH / Hybrid won't be considered. What do we offer? Excellent Career Progression Competitive Compensation Package Health Insurance Energetic and Enthusiastic Work 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": "At Republic World Digital, we rely on our dynamic team of engineers to solve the many challenges and puzzles that come with our rapidly evolving technical stack. We are currently seeking a Mobile Developer who would be responsible for mobile platform design and managing the development from initial design to release Key Skills: 4 to 5 years of experience in Mobile Development. Strong proficiency in React Native. Proficiency in either Android development using Kotlin or iOS development using Swift 4-5. Experience in developing and deploying mobile applications for Android and iOS platforms. Note: Local candidates whose notice period is between 0 to 30 days will be preferred. It\u0027s a full-time work-from-office opportunity. Candidates looking for WFH / Hybrid won\u0027t be considered. What do we offer? Excellent Career Progression Competitive Compensation Package Health Insurance Energetic and Enthusiastic Work 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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