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Pipeline run

b3c01f01-42de-4c10-99b2-f9dce51e5f24

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 (9)

Java MySQL Spring Boot REST ETL Python AWS Azure GCP

Skill cluster (0 dimension groups, role-scoped)

No dimension groups computed for this JD.

Status: extract_from_jd_done Created: 2026-05-08T19:06:28.830905Z Updated: 2026-05-08T19:06:28.830905Z

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
Job Summary:

We are seeking a Senior Software Developer with strong expertise in Java and backend
technologies to design, build, and maintain scalable systems. The role involves working
with data pipelines, resolving complex data issues, and requires strong analytical skills,
hands-on coding experience, and a solid understanding of modern backend architectures.

Key Responsibilities:

Design, develop, and maintain robust, scalable, and high-performance backend services using Java.
Build and optimize RESTful APIs and microservices architectures.
Work extensively with MySQL for data modeling, querying, and performance tuning.
Develop and maintain ETL processes for data extraction, transformation, and loading.
Troubleshoot and resolve data-related issues, ensuring data accuracy and consistency.
Collaborate with cross-functional teams including frontend, DevOps, and data teams.
Monitor application performance and implement improvements where necessary.

Required Skills & Qualifications:

3–5 years of hands-on experience in Java and backend development.
Strong understanding of core Java, multithreading, and object-oriented design principles.
Experience with backend frameworks such as Spring Boot or similar.
Solid experience with MySQL, including complex queries, indexing, and performance optimization.
Strong knowledge of building and maintaining services and APIs.
Good understanding of ETL processes and data workflows.
Proven experience in troubleshooting data-related and production issues.
Strong analytical and problem-solving skills.
Familiarity with modern Java-based technologies and tools.
Experience with Python for scripting or data processing.
Familiarity with cloud platforms (AWS, Azure, or GCP).

Skills from this JD

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

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

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

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

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

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

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

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

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

GCP 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": "Java"
    },
    {
      "is_primary": true,
      "skill_name": "MySQL"
    },
    {
      "is_primary": false,
      "skill_name": "Spring Boot"
    },
    {
      "is_primary": false,
      "skill_name": "REST"
    },
    {
      "is_primary": false,
      "skill_name": "ETL"
    },
    {
      "is_primary": false,
      "skill_name": "Python"
    },
    {
      "is_primary": false,
      "skill_name": "AWS"
    },
    {
      "is_primary": false,
      "skill_name": "Azure"
    },
    {
      "is_primary": false,
      "skill_name": "GCP"
    }
  ],
  "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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