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Pipeline run

a97d4121-5968-43ae-a7db-93e1cf22cebf

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 (13)
Java Spring Boot Oracle Kubernetes Kafka Azure SQL PostgreSQL Linux CI/CD DevOps RESTful API Microservices
Skill cluster (0 dimension groups, role-scoped)
No dimension groups computed for this JD.
Status: extract_from_jd_done Created: 2026-05-10T18:53:17.624850Z Updated: 2026-05-10T18:53:17.624850Z
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

The Expertise You Have
• Bachelor’s degree in computer science, Engineering or Equivalent.
• You have hands-on experience in building the interconnected systems that enable a business to operate, including hardware, software, network and database.
• Very Strong expertise in updating and maintaining legacy systems to leverage modern technologies and architectures.
• You have the expertise and experience in designing and developing microservices which can handle high Transaction Per Second traffic.
• Strong understanding of data governance principles and best practices.
• You are experienced with a variety of modern programming languages and frameworks. 8+ years of experience working with Java, Springboot, Oracle, Kubernetes, Kafka, Azure cloud technologies.
• You have a passion for technology and can stay on top of latest technology trends.
• Good working knowledge on ITIL processes like Incident management, Change management etc.,
• You have hands-on experience leading or mentoring scrum teams focused on building software solutions for business critical, architecturally distributed experiences. The teams you have worked with have multi-functional responsibilities such as engineering, quality, devops and release implementation.
• You care about cycle time and use CI/CD practices, tools to rapidly deploy changes to production while minimizing risk.
• Have strong communication skills and technical expertise to drive and participate in meaningful discussions with partners across different roles and different skillsets.

The Skills That Are Key To This Role
• Hands on experience in Advanced Java & Spring Boot, Event/Listener messaging frameworks
• Hands on experience in Designing and Developing Robust RESTful API
• Hands-on experience in Kubernetes tools and services, including managed Kubernetes platforms, service meshes, monitoring solutions, and security tools
• Advanced Java & Spring Boot: Deep expertise in Java-based systems, including performance tuning, memory optimization, and the ability to influence design decisions that impact supportability and reliability
• SQL & PostgreSQL: Skilled in analyzing query performance, optimizing database interactions, and supporting large-scale data operations
• Linux Command Line: Proficient in Linux environments and scripting
• Azure: Extensive experience in Azure cloud and containerized deployments
• Monitoring & Alerts: Define and drive the observability, including the design of dashboards, alerting mechanisms, and reliability metrics. Lead reliability reviews with application owners and engineering teams to ensure proactive risk mitigation.
• CI/CD & DevOps: Build robust CI/CD and shift left practices and improve operational efficiency
• Analytical Thinking: Ability to break down complex problems and identify root causes
• Security & Compliance: Champion secure development and support practices and lead compliance efforts
• Communicate clearly and provide leadership level communication during high-impact incidents and application issues.
• Incident Management: Triage incoming incidents, perform initial diagnosis, and lead issue response and drive root cause analysis and postmortem documentation
• Hands-on experience in utilizing the Dev assist tools to improve quality and efficiency
• Experience in implementing Micro services Architecture & building / deploying highly automated, scalable and maintainable infrastructure.
• Experience in designing and developing apps with high throughput and low latency utilizing load balancing, caching, threading etc.
• Strategic thinking and critical problem-solving skills

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)
Spring Boot Primary No API 2 row (run stopped after API 1 or history missing)
Oracle Primary No API 2 row (run stopped after API 1 or history missing)
Kubernetes Primary No API 2 row (run stopped after API 1 or history missing)
Kafka Primary No API 2 row (run stopped after API 1 or history missing)
Azure Primary 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)
PostgreSQL Secondary No API 2 row (run stopped after API 1 or history missing)
Linux Secondary No API 2 row (run stopped after API 1 or history missing)
CI/CD Secondary No API 2 row (run stopped after API 1 or history missing)
DevOps Secondary No API 2 row (run stopped after API 1 or history missing)
RESTful API Secondary No API 2 row (run stopped after API 1 or history missing)
Microservices 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": "Spring Boot"
    },
    {
      "is_primary": true,
      "skill_name": "Oracle"
    },
    {
      "is_primary": true,
      "skill_name": "Kubernetes"
    },
    {
      "is_primary": true,
      "skill_name": "Kafka"
    },
    {
      "is_primary": true,
      "skill_name": "Azure"
    },
    {
      "is_primary": false,
      "skill_name": "SQL"
    },
    {
      "is_primary": false,
      "skill_name": "PostgreSQL"
    },
    {
      "is_primary": false,
      "skill_name": "Linux"
    },
    {
      "is_primary": false,
      "skill_name": "CI/CD"
    },
    {
      "is_primary": false,
      "skill_name": "DevOps"
    },
    {
      "is_primary": false,
      "skill_name": "RESTful API"
    },
    {
      "is_primary": false,
      "skill_name": "Microservices"
    }
  ],
  "run_id": null
}
API 2 — extract-details
{}
API 3 — final-role-output
{}

LLM Calls

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