← Back to history

Pipeline run

8b30444e-5f03-4d6e-a27f-41f696c3822a

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.

Show KRA description ↓

• Responsible for assisting in growing sales through outbound calls to the customers for lead generation. • To identify the portfolio of the prospective customers • To build the customer relationship by handling their queries. • To categorize the prospective leads and pass on to the Operation Team.

Status: extract_from_jd_done Created: 2026-05-21T23:33:54.642302Z Updated: 2026-05-21T23:33:54.642302Z

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

Job Title: Process Associate

Job Description

Job Description

• Responsible for assisting in growing sales through outbound calls to the customers for lead generation.
• To identify the portfolio of the prospective customers
• To build the customer relationship by handling their queries.
• To categorize the prospective leads and pass on to the Operation Team.

Library artifacts (this run)

No artifact rows for this run.

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

RoleProcess Associate

DomainOther

JD type pass

Show raw JSON

{
  "JD_type": "pass",
  "about_company": null,
  "certifications": [],
  "company_name": null,
  "ctc": null,
  "domain": {
    "primary": {
      "aliases": [],
      "domain": "Other"
    },
    "secondary": null
  },
  "education": [],
  "experience": {
    "max": null,
    "min": null,
    "raw": null
  },
  "job_locations": [],
  "role": "Process Associate",
  "role_aliases": [
    "Associate",
    "Sales Associate"
  ],
  "role_archetype": "Other",
  "roles_and_responsibilities": [
    {
      "bullet_count": 4,
      "heading": "Job Description",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "\u2022 Responsible for assisting in",
        "last_5_words": "to the Operation Team."
      },
      "text": "\u2022 Responsible for assisting in growing sales through outbound calls to the customers for lead generation.\n\u2022 To identify the portfolio of the prospective customers\n\u2022 To build the customer relationship by handling their queries.\n\u2022 To categorize the prospective leads and pass on to the Operation Team.",
      "word_count": 48
    }
  ],
  "urls": []
}

API 1 — extract-from-jd click to toggle

{
  "final_skills": [],
  "jd_role": {
    "display_name": "Process Associate",
    "rationale": "role_archetype \u0027Other\u0027 is not in TECH_ARCHETYPES (allowed: [\u0027Data\u0027, \u0027DevOps\u0027, \u0027Engineering\u0027, \u0027QA\u0027, \u0027Research\u0027, \u0027Security\u0027])",
    "role_aliases": [],
    "role_archetype": "Other",
    "slug": ""
  },
  "nano_parsed": {
    "JD_type": "pass",
    "about_company": null,
    "certifications": [],
    "company_name": null,
    "ctc": null,
    "domain": {
      "primary": {
        "aliases": [],
        "domain": "Other"
      },
      "secondary": null
    },
    "education": [],
    "experience": {
      "max": null,
      "min": null,
      "raw": null
    },
    "job_locations": [],
    "role": "Process Associate",
    "role_aliases": [
      "Associate",
      "Sales Associate"
    ],
    "role_archetype": "Other",
    "roles_and_responsibilities": [
      {
        "bullet_count": 4,
        "heading": "Job Description",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "\u2022 Responsible for assisting in",
          "last_5_words": "to the Operation Team."
        },
        "text": "\u2022 Responsible for assisting in growing sales through outbound calls to the customers for lead generation.\n\u2022 To identify the portfolio of the prospective customers\n\u2022 To build the customer relationship by handling their queries.\n\u2022 To categorize the prospective leads and pass on to the Operation Team.",
        "word_count": 48
      }
    ],
    "urls": []
  },
  "rejected": true,
  "rejection_reason": "role_archetype \u0027Other\u0027 is not in TECH_ARCHETYPES (allowed: [\u0027Data\u0027, \u0027DevOps\u0027, \u0027Engineering\u0027, \u0027QA\u0027, \u0027Research\u0027, \u0027Security\u0027])",
  "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.

Loading…