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Pipeline run

a3b58453-558b-4f23-a334-c9b4997a80ca

Pipeline LLM cost (USD)

API 1: $0.0027 API 2: $0.0000 API 3: $0.0000 Total: $0.0027

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 (7)

Quantum Cryptography Cryptographic Protocols Lattice Cryptography Kyber Dilithium NIST PQC FIPS 203

Skill cluster (0 dimension groups, role-scoped)

No dimension groups computed for this JD.

Show KRA description ↓

- Design quantum-resistant cryptographic protocols - Implement lattice-based KEMs - Author whitepapers on post-quantum security Lattice cryptography, Kyber, Dilithium, NIST PQC, FIPS 203

Signals

Skill —

—

Alias —

—

KRA cybersecurity-engineer

0.35

Post-classification

Centroid—

Alias collision log—

New-role queue#26

New skills captured0

New KRA captured—

Status: extract_from_jd_done Created: 2026-05-18T21:29:26.005484Z Updated: 2026-05-18T21:29:26.525048Z

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

Quantum Cryptography Engineer

Responsibilities:
- Design quantum-resistant cryptographic protocols
- Implement lattice-based KEMs
- Author whitepapers on post-quantum security

Skills: Lattice cryptography, Kyber, Dilithium, NIST PQC, FIPS 203

Skills from this JD

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

Quantum Cryptography Primary No API 2 row (run stopped after API 1 or history missing)

Cryptographic Protocols Primary No API 2 row (run stopped after API 1 or history missing)

Lattice Cryptography Primary No API 2 row (run stopped after API 1 or history missing)

Kyber Primary No API 2 row (run stopped after API 1 or history missing)

Dilithium Primary No API 2 row (run stopped after API 1 or history missing)

NIST PQC Primary No API 2 row (run stopped after API 1 or history missing)

FIPS 203 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

RoleQuantum Cryptography Engineer

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": "Quantum Cryptography Engineer",
  "role_archetype": "Engineering",
  "roles_and_responsibilities": [
    {
      "bullet_count": 3,
      "heading": "Responsibilities",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "Design quantum-resistant cryptographic protocols",
        "last_5_words": "whitepapers on post-quantum security"
      },
      "text": "- Design quantum-resistant cryptographic protocols\n- Implement lattice-based KEMs\n- Author whitepapers on post-quantum security",
      "word_count": 21
    },
    {
      "bullet_count": 0,
      "heading": "Skills",
      "heading_was_present": true,
      "source_marker": {
        "first_5_words": "Lattice cryptography, Kyber, Dilithium,",
        "last_5_words": "NIST PQC, FIPS 203"
      },
      "text": "Lattice cryptography, Kyber, Dilithium, NIST PQC, FIPS 203",
      "word_count": 8
    }
  ],
  "urls": []
}

API 1 — extract-from-jd click to toggle

{
  "final_skills": [
    {
      "is_primary": true,
      "skill_name": "Quantum Cryptography"
    },
    {
      "is_primary": true,
      "skill_name": "Cryptographic Protocols"
    },
    {
      "is_primary": true,
      "skill_name": "Lattice Cryptography"
    },
    {
      "is_primary": true,
      "skill_name": "Kyber"
    },
    {
      "is_primary": true,
      "skill_name": "Dilithium"
    },
    {
      "is_primary": true,
      "skill_name": "NIST PQC"
    },
    {
      "is_primary": true,
      "skill_name": "FIPS 203"
    }
  ],
  "jd_role": {
    "display_name": "Quantum Cryptography Engineer",
    "rationale": null,
    "role_archetype": "Engineering",
    "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": "Quantum Cryptography Engineer",
    "role_archetype": "Engineering",
    "roles_and_responsibilities": [
      {
        "bullet_count": 3,
        "heading": "Responsibilities",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "Design quantum-resistant cryptographic protocols",
          "last_5_words": "whitepapers on post-quantum security"
        },
        "text": "- Design quantum-resistant cryptographic protocols\n- Implement lattice-based KEMs\n- Author whitepapers on post-quantum security",
        "word_count": 21
      },
      {
        "bullet_count": 0,
        "heading": "Skills",
        "heading_was_present": true,
        "source_marker": {
          "first_5_words": "Lattice cryptography, Kyber, Dilithium,",
          "last_5_words": "NIST PQC, FIPS 203"
        },
        "text": "Lattice cryptography, Kyber, Dilithium, NIST PQC, FIPS 203",
        "word_count": 8
      }
    ],
    "urls": []
  },
  "run_id": "a3b58453-558b-4f23-a334-c9b4997a80ca",
  "stage3_signals": {
    "alias_match_roles": [],
    "kra_match_roles": [
      {
        "display_name": "Cybersecurity Engineer",
        "matched_count": null,
        "role_id": 5,
        "score": 0.3515,
        "slug": "cybersecurity-engineer",
        "total_count": null
      },
      {
        "display_name": "Cloud Architect",
        "matched_count": null,
        "role_id": 9,
        "score": 0.3189,
        "slug": "cloud-architect",
        "total_count": null
      },
      {
        "display_name": "Data Engineer",
        "matched_count": null,
        "role_id": 2,
        "score": 0.2914,
        "slug": "data-engineer",
        "total_count": null
      },
      {
        "display_name": "Backend Engineer",
        "matched_count": null,
        "role_id": 1,
        "score": 0.278,
        "slug": "backend-engineer",
        "total_count": null
      },
      {
        "display_name": "Hybrid Mobile Developer",
        "matched_count": null,
        "role_id": 11,
        "score": 0.2778,
        "slug": "hybrid-mobile-developer",
        "total_count": null
      }
    ],
    "skill_match_roles": [],
    "stage35_ran": false
  },
  "stage4_decision": {
    "alias_collision_detected": false,
    "case": "E",
    "chosen_role": null,
    "confidence": 0.0,
    "llm2_fired": false,
    "llm2_reasoning": null,
    "queued": true,
    "reasoning": "low_kra: top KRA 0.35 \u003c 0.4"
  },
  "stage5_updates": {
    "centroid_n_after": null,
    "centroid_updated": false,
    "collision_log_id": null,
    "new_kra_attached": null,
    "new_skills_attached": [],
    "queue_entry_id": 26,
    "v3_pipeline_triggered": false,
    "v3_role_slug": "quantum-cryptography-engineer",
    "v3_run_id": "DRY_RUN"
  }
}

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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