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Pipeline run

275aa3c9-c8e8-4f02-a6a4-9ba471f52574

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 (15)

Selenium Playwright Cypress Postman Rest Assured JavaScript Java Python Jenkins GitHub Actions SQL JMeter Cucumber Agile Scrum

Skill cluster (0 dimension groups, role-scoped)

No dimension groups computed for this JD.

Status: extract_from_jd_done Created: 2026-05-12T04:12:03.878695Z Updated: 2026-05-12T04:12:03.878695Z

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: QA Automation Engineer

Experience: 2–5 Years
Location: Pune / Hyderabad / Remote

About the Role

We are seeking a QA Automation Engineer to ensure the quality and reliability of web applications and backend systems through automated testing frameworks and robust testing strategies. You will collaborate with developers, product managers, and DevOps teams to improve release quality and testing efficiency.

Key Responsibilities
Develop and maintain automated test scripts for web and API testing
Design end-to-end testing strategies for new product features
Execute regression, integration, smoke, and performance tests
Build and maintain CI-integrated automation pipelines
Identify, document, and track bugs throughout the development lifecycle
Collaborate with developers to reproduce and resolve issues
Improve testing coverage and reduce manual testing efforts
Participate in sprint planning, requirement analysis, and release validation
Ensure application quality across multiple browsers and devices
Required Skills
Strong understanding of software testing methodologies and SDLC/STLC
Hands-on experience with Selenium, Playwright, or Cypress
Experience with API testing tools such as Postman or Rest Assured
Familiarity with JavaScript, Java, or Python for automation scripting
Knowledge of CI/CD tools like Jenkins or GitHub Actions
Understanding of SQL and database validation techniques
Experience with defect tracking and test management tools
Strong debugging and analytical skills
Good to Have
Experience with performance testing tools like JMeter
Exposure to cloud environments and containerized applications
Knowledge of BDD frameworks such as Cucumber
Familiarity with Agile/Scrum development practices
Qualification
Bachelor’s degree in Computer Science, IT, or related field
Good communication and collaboration skills
Attention to detail and passion for software quality

Skills from this JD

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Scrum 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": "Selenium"
    },
    {
      "is_primary": true,
      "skill_name": "Playwright"
    },
    {
      "is_primary": true,
      "skill_name": "Cypress"
    },
    {
      "is_primary": true,
      "skill_name": "Postman"
    },
    {
      "is_primary": true,
      "skill_name": "Rest Assured"
    },
    {
      "is_primary": true,
      "skill_name": "JavaScript"
    },
    {
      "is_primary": true,
      "skill_name": "Java"
    },
    {
      "is_primary": true,
      "skill_name": "Python"
    },
    {
      "is_primary": true,
      "skill_name": "Jenkins"
    },
    {
      "is_primary": true,
      "skill_name": "GitHub Actions"
    },
    {
      "is_primary": true,
      "skill_name": "SQL"
    },
    {
      "is_primary": false,
      "skill_name": "JMeter"
    },
    {
      "is_primary": false,
      "skill_name": "Cucumber"
    },
    {
      "is_primary": false,
      "skill_name": "Agile"
    },
    {
      "is_primary": false,
      "skill_name": "Scrum"
    }
  ],
  "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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