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Pipeline run

6cd4601c-255f-4c32-ae83-7ba225d92b83

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 (4)

Ansible AWS HashiCorp Terraform Microsoft Azure Cloud Platform

Skill cluster (0 dimension groups, role-scoped)

No dimension groups computed for this JD.

Status: extract_from_jd_done Created: 2026-05-10T08:56:11.689078Z Updated: 2026-05-10T08:56:11.689078Z

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

Role : Cloud Engineer

Job Description
• Mandatory Skills:
• Ansible
• AWS
• HashiCorp Terraform
• Microsoft Azure Cloud Platform
Mandatory Skills Description:Experience
- Bachelor's degree in Computer Science, Information Technology, Engineering, or a related field
- 1-5 years of experience in cloud engineering, IT infrastructure, or related technical roles
- Demonstrated interest in cloud technologies (AWS, Azure) through coursework, personal projects, or professional experienceTechnical Skills & Mindset
- Eagerness to learn Terraform, Ansible, and various AWS and Azure services
- Understanding of basic networking, operating systems (Linux/Windows), and system administration concepts
- Strong problem-solving abilities and analytical thinking
- Ability to work both independently and as part of a team
- Excellent communication skills and willingness to collaborate across teamsJob ClassificationIndustry: IT Services & ConsultingFunctional Area / Department: Engineering - Software & QARole Category: Software DevelopmentRole: Software Development - OtherEmployement Type: Full timeContact Details:Company: LuxoftLocation(s): Bengaluru

Skills from this JD

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

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

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

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

Microsoft Azure Cloud Platform Primary No API 2 row (run stopped after API 1 or history missing)

Library artifacts (this run)

No artifact rows for this run.

API 1 — extract-from-jd click to toggle

{
  "final_skills": [
    {
      "is_primary": true,
      "skill_name": "Ansible"
    },
    {
      "is_primary": true,
      "skill_name": "AWS"
    },
    {
      "is_primary": true,
      "skill_name": "HashiCorp Terraform"
    },
    {
      "is_primary": true,
      "skill_name": "Microsoft Azure Cloud Platform"
    }
  ],
  "run_id": 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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