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Pipeline run

86ec3afa-f9c7-4651-ae46-67bc61da0791

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 (35)

Java server-side programming languages back-end web development server-side logic server-side architecture microservices databases data modelling SQL databases NoSQL databases RESTful API design RESTful API development version control systems Git data security protection measures debugging troubleshooting performance optimization scalability cloud platforms AWS Azure Google Cloud containerization +10

Skill cluster (0 dimension groups, role-scoped)

No dimension groups computed for this JD.

Status: extract_from_jd_done Created: 2026-05-08T18:08:05.794884Z Updated: 2026-05-08T18:08:05.794884Z

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 Description:

We are looking for a skilled java developer with 6+ plus years of experience to contribute to the development of robust, efficient, and scalable server-side solutions. The ideal candidate will play a pivotal role in shaping our back-end architecture, collaborating with our front-end developers, and ensuring the performance and reliability of our applications.


Key Responsibilities:
Design, develop, and maintain server-side logic for high-performance web applications.
Collaborate with front-end developers to integrate user-facing elements with server-side logic.
Optimize applications for maximum speed and scalability.
Implement data security and protection measures.
Troubleshoot and debug issues that arise during development and testing.
Build reusable code and libraries for future use.
Stay up to date with the latest industry trends, best practices, and emerging technologies.
Work closely with cross-functional teams to understand and address business needs.


Qualifications:

Bachelor’s degree in computer science, Software Engineering, or a related field (or equivalent work experience).
6 plus years of experience in back-end web development
Proficiency in one or more server-side programming languages
Experience with databases and data modelling (SQL and/or NoSQL databases)
Familiarity with RESTful API design and development
Strong understanding of server-side architecture and microservices.
Knowledge of version control systems (e.g., Git)
Strong problem-solving skills and attention to detail
Strong communication and collaboration skills.
Ability to work independently and as part of a team.


Nice-to-Have Skills:

Experience with cloud platforms (e.g., AWS, Azure, Google Cloud)
Knowledge of containerization and orchestration technologies (e.g., Docker, Kubernetes)
Security best practices in web application development
Performance optimization and scalability techniques
Familiarity with message queuing systems (e.g., RabbitMQ, Kafka)
Experience with DevOps practices and CI/CD pipelines

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)

server-side programming languages Primary No API 2 row (run stopped after API 1 or history missing)

back-end web development Primary No API 2 row (run stopped after API 1 or history missing)

server-side logic Primary No API 2 row (run stopped after API 1 or history missing)

server-side architecture Primary No API 2 row (run stopped after API 1 or history missing)

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

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

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

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

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

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

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

version control systems Primary No API 2 row (run stopped after API 1 or history missing)

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

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

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

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

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

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

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

cloud platforms 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)

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

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

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

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

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

security best practices Secondary No API 2 row (run stopped after API 1 or history missing)

web application development Secondary No API 2 row (run stopped after API 1 or history missing)

message queuing systems Secondary No API 2 row (run stopped after API 1 or history missing)

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

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

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

CI/CD pipelines 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": "server-side programming languages"
    },
    {
      "is_primary": true,
      "skill_name": "back-end web development"
    },
    {
      "is_primary": true,
      "skill_name": "server-side logic"
    },
    {
      "is_primary": true,
      "skill_name": "server-side architecture"
    },
    {
      "is_primary": true,
      "skill_name": "microservices"
    },
    {
      "is_primary": true,
      "skill_name": "databases"
    },
    {
      "is_primary": true,
      "skill_name": "data modelling"
    },
    {
      "is_primary": true,
      "skill_name": "SQL databases"
    },
    {
      "is_primary": true,
      "skill_name": "NoSQL databases"
    },
    {
      "is_primary": true,
      "skill_name": "RESTful API design"
    },
    {
      "is_primary": true,
      "skill_name": "RESTful API development"
    },
    {
      "is_primary": true,
      "skill_name": "version control systems"
    },
    {
      "is_primary": true,
      "skill_name": "Git"
    },
    {
      "is_primary": true,
      "skill_name": "data security"
    },
    {
      "is_primary": true,
      "skill_name": "protection measures"
    },
    {
      "is_primary": true,
      "skill_name": "debugging"
    },
    {
      "is_primary": true,
      "skill_name": "troubleshooting"
    },
    {
      "is_primary": true,
      "skill_name": "performance optimization"
    },
    {
      "is_primary": true,
      "skill_name": "scalability"
    },
    {
      "is_primary": false,
      "skill_name": "cloud platforms"
    },
    {
      "is_primary": false,
      "skill_name": "AWS"
    },
    {
      "is_primary": false,
      "skill_name": "Azure"
    },
    {
      "is_primary": false,
      "skill_name": "Google Cloud"
    },
    {
      "is_primary": false,
      "skill_name": "containerization"
    },
    {
      "is_primary": false,
      "skill_name": "orchestration technologies"
    },
    {
      "is_primary": false,
      "skill_name": "Docker"
    },
    {
      "is_primary": false,
      "skill_name": "Kubernetes"
    },
    {
      "is_primary": false,
      "skill_name": "security best practices"
    },
    {
      "is_primary": false,
      "skill_name": "web application development"
    },
    {
      "is_primary": false,
      "skill_name": "message queuing systems"
    },
    {
      "is_primary": false,
      "skill_name": "RabbitMQ"
    },
    {
      "is_primary": false,
      "skill_name": "Kafka"
    },
    {
      "is_primary": false,
      "skill_name": "DevOps practices"
    },
    {
      "is_primary": false,
      "skill_name": "CI/CD pipelines"
    }
  ],
  "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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