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Pipeline run

a0d46990-c469-4bb5-9bba-454e09a0272a

Pipeline LLM cost (USD)

API 1: $0.0017 API 2: $0.0000 API 3: $0.0000 Total: $0.0017

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: 2026-05-27T17:15:51.728593Z Updated: 2026-05-27T17:15:51.728593Z

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

Design your lifestyle as a top freelance developer, with the freedom to work however, wherever, on your terms. Freelance work is defining the careers of today's developers in exciting new ways. If you're passionate about working flexibly with leading Fortune 500 brands and innovative Silicon Valley startups, Toptal could be a great fit for your next career shift. Toptal is an elite talent network for the world's top 3% of developers, connecting the best and brightest freelancers with top organizations. Unlike a 9-to-5 job, you'll choose your own schedule and work from anywhere. Jobs come to you, so you won't bid for projects against other developers in a race to the bottom. Plus, Toptal takes care of all the overhead, empowering you to focus on successful engagements while getting paid on time, at the rate you decide, every time. As a freelance developer, you could join an ever-expanding community of experts in over 120 countries, working remotely on the projects that meet your career ambitions. That's why the world's top 3% of developers choose Toptal. Developers in our elite network share:  English language proficiency  At least 3 years of professional experience  Project management skills  A keen attention to detail  Full-time availability is a strong advantage Ready for a career shift to impactful freelance work? Click apply to take our short assessment and find out if you have what it takes to join Toptal. #RemoteJobsReact

Library artifacts (this run)

No artifact rows for this run.

nano JD Parser — gpt-4.1-nano click to toggle

JD type fail

Show raw JSON

{
  "JD_type": "fail"
}

API 1 — extract-from-jd click to toggle

{
  "final_skills": [],
  "jd_role": {
    "display_name": "\u2014",
    "rationale": "Stage 1 marked JD_type=fail (unparseable); body has only 0 canonical-skill mentions and 0 tech-marker hits \u2014 insufficient evidence",
    "role_aliases": [],
    "role_archetype": "\u2014",
    "slug": ""
  },
  "nano_parsed": {
    "JD_type": "fail"
  },
  "rejected": true,
  "rejection_reason": "Stage 1 marked JD_type=fail (unparseable); body has only 0 canonical-skill mentions and 0 tech-marker hits \u2014 insufficient evidence",
  "run_id": null,
  "stage3_signals": null,
  "stage4_decision": null,
  "stage5_updates": null
}

API 2 — extract-details

{}

API 3 — final-role-output

{}