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Pipeline run

9d8a71b7-3219-447c-9704-6e1a178af0fa

Client output enrichment

v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description

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)

Go Agile HTML SQL NoSQL Multi-Threading Concurrency

Skill cluster (0 dimension groups, role-scoped)

No dimension groups computed for this JD.

Status: extract_from_jd_done Created: 2026-05-09T21:46:14.564803Z Updated: 2026-05-09T21:46:14.564803Z

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

About the job
Introduction

At IBM Infrastructure & Technology, we design and operate the systems that keep the world running. From high-resiliency mainframes and hybrid cloud platforms to networking, automation, and site reliability. Our teams ensure the performance, security, and scalability that clients and industries depend on every day. Working in Infrastructure & Technology means tackling complex challenges with curiosity and collaboration. You’ll work with diverse technologies and colleagues worldwide to deliver resilient, future-ready solutions that power innovation. With continuous learning, career growth, and a supportive culture, IBM provides the opportunities to build expertise and shape the infrastructure that drives progress.

Your Role And Responsibilities

 Work as a Engineering Professional on design, development and support of the Automation as part of Infrastructure as a service for IBM Power Servers.
 Design and develop backend for Automation in Agile environment.
 Define and implement high performance software by leveraging a strong understanding of underlying system design
 Be a contributor in developing an environment of continuous improvement across product lines and development groups
 Interact with the test team to define test plans and test data; identify reproduce and defects; fix and verify defects.

Preferred Education

Bachelor's Degree

Required Technical And Professional Expertise

Experience: 2 to 6 years

An understanding of the software development life cycle for the product
Strong Programming skill
Development skills in Go Lang
Object Oriented analysis and design using common design patterns.
Experience developing rich HTML applications
Excellent understanding of computer science fundamentals, including data structures, algorithms, and software design patterns.
Cloud Essentials, Stack design and development
System Management stack software design & development
Strong debug and problem determination skills
Good communication and Analytical skills, decision-making ability
Ability to work in a team, under schedule pressure, and maintain deadlines
Preferred Technical And Professional Experience

 Open Source Software Development: Exposure to designing, developing, and delivering open source software, including working effectively with open source communities for Systems.
 Advanced Query Language Skills: Experience working with complex structured query language (SQL) queries, back-end database stored procedures, or NoSQL queries. Multi-Threading and Concurrency: Exposure to developing using multi-threading and concurrency in object-oriented programming.

Skills from this JD

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

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

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

HTML Secondary No API 2 row (run stopped after API 1 or history missing)

SQL Secondary No API 2 row (run stopped after API 1 or history missing)

NoSQL Secondary No API 2 row (run stopped after API 1 or history missing)

Multi-Threading Secondary No API 2 row (run stopped after API 1 or history missing)

Concurrency Secondary 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": "Go"
    },
    {
      "is_primary": true,
      "skill_name": "Agile"
    },
    {
      "is_primary": false,
      "skill_name": "HTML"
    },
    {
      "is_primary": false,
      "skill_name": "SQL"
    },
    {
      "is_primary": false,
      "skill_name": "NoSQL"
    },
    {
      "is_primary": false,
      "skill_name": "Multi-Threading"
    },
    {
      "is_primary": false,
      "skill_name": "Concurrency"
    }
  ],
  "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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