Pipeline run

070f798d-c71d-4e24-95a1-9432ee2f41e2

Pipeline LLM cost (USD)

API 1: $0.0047 API 2: $0.0000 API 3: $0.0000 Total: $0.0047

Client output enrichment

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

Nature of work · Cloud / DevOps / SRE

Build and run secure AWS cloud services: set up CI/CD with GitHub Actions/Jenkins, automate infrastructure and security controls, and monitor live systems while handling incidents and improving reliability.

"Building and maintaining CI/CD pipelines."

Tech stack maturity

Modern Cloud Native

The skill set centers on AWS, containers, Kubernetes, microservices, GitHub Actions/Jenkins CI/CD, and distributed systems, which strongly aligns with modern cloud-native engineering.

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)

AWS VPC AWS WAF Kong API Amazon EC2 Application Load Balancer Amazon S3 AWS PrivateLink Network Load Balancer GitHub Actions Jenkins Git Java Python .NET Unix Linux TCP/IP Docker Kubernetes Amazon ECS Amazon EKS Microservices AWS Well-Architected Framework CI/CD +10

Skill cluster (9 dimension groups, role-scoped)

CI/CD Pipeline Platforms

GitHub Actions Jenkins CI/CD

Cloud Platforms

AWS Distributed Systems Azure

Container Orchestration Platforms

Kubernetes Amazon ECS

Cloud Networking and Connectivity

VPC

Containerization and Image Builds

Docker

Java Language and JVM

Java

Observability and Incident Triage

Monitoring

Python Programming

Python

Cross-cutting / unaligned

AWS WAF Kong API Amazon EC2 Application Load Balancer Amazon S3 AWS PrivateLink Network Load Balancer Git .NET Unix Linux TCP/IP Amazon EKS Microservices AWS Well-Architected Framework Automation Incident Response Blameless Postmortems Cloud Security Secure Coding System Design Power Apps

Show KRA description ↓

Knowledge of cloud technologies and services. Proficiency in coding and scripting. Building and maintaining CI/CD pipelines. Strong grasp of automation tools. Automating security controls, data protection, and compliance. Deep understanding of secure coding principles. Implementing security measures in the development process. Engaging in and improving the whole lifecycle of services from inception and design, through deployment, operation, and refinement. Supporting services before they go live through activities such as system design consulting, developing software platforms and frameworks, capacity planning, and launch reviews. Maintaining services once they are live by measuring and monitoring availability, latency, and overall system health. Experience with systems and IT operations. Practicing incident response and blameless postmortems. Experience in network and solution design in AWS components Comprehensive knowledge regarding to: AWS VPC, AWS firewall, AWS WAF, Kong API, AWS EC2, AWS ALB, AWS S3, AWS PrivateLink, AWS NLB (Minimum) Setting up CI/CD pipelines (Github Action, Jenkins) and version control (Git) Experience in code development in at least one high-level programming languages such as Java, Python, .Net Experience in provisioning, operations, and management of cloud / SaaS environments. Experience in creation of highly automated infrastructures. Experience with Unix/Linux operating systems internals and administration (e.g., filesystems, system calls) or networking (e.g., TCP/IP, routing, network topologies, and hardware). Experience with docker, Kubernetes, ECS, EKS and managing Java / .Net microservice CI/CD pipeline. Expertise in designing, analysing, and troubleshooting large-scale distributed systems. Provision of critical system security by leveraging best practices and prolific cloud security solutions. Identify for architecture and process improvements. Understanding of the AWS Well-Architected Framework as well as AWS networking and security services Exposure to Azure and powerApp platform would be advantageous.

Signals

Skill devops-engineer

0.29

Alias devops-engineer

0.70

KRA cloud-architect

0.49

Post-classification

Centroidupdated · n=15

Alias collision log—

New-role queue—

New skills captured20

New KRA captured—

Captured for admin review

AWS WAF primary ↔ DevOps Engineer pending

Kong API primary ↔ DevOps Engineer pending

Amazon EC2 primary ↔ DevOps Engineer pending

Application Load Balancer primary ↔ DevOps Engineer pending

AWS PrivateLink primary ↔ DevOps Engineer pending

Network Load Balancer primary ↔ DevOps Engineer pending

.NET primary ↔ DevOps Engineer pending

Unix primary ↔ DevOps Engineer pending

Linux primary ↔ DevOps Engineer pending

TCP/IP primary ↔ DevOps Engineer pending

Amazon EKS primary ↔ DevOps Engineer pending

AWS Well-Architected Framework primary ↔ DevOps Engineer pending

Power Apps ↔ DevOps Engineer pending

Automation primary ↔ DevOps Engineer pending

Incident Response primary ↔ DevOps Engineer pending

Blameless Postmortems primary ↔ DevOps Engineer pending

Cloud Security primary ↔ DevOps Engineer pending

Secure Coding primary ↔ DevOps Engineer pending

System Design primary ↔ DevOps Engineer pending

Distributed Systems primary ↔ DevOps Engineer pending

Status: extract_from_jd_done Created: 2026-05-19T00:36:41.162803Z Updated: 2026-05-19T00:36:42.445516Z

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

Senior Devops Engineer

Skills:
CI/CD, Infrastructure as Code, Containerization, Automation, Cloud Platforms, Monitoring, Scripting, Security,

Experience 5+ Yrs

Skills - DevSecOps

Location Bangalore; Hyderabad, Chennai, and Pune

Were Interested In Hearing From People Who Have

Knowledge of cloud technologies and services.

Proficiency in coding and scripting. Building and maintaining CI/CD pipelines.

Strong grasp of automation tools. Automating security controls, data protection, and compliance.

Deep understanding of secure coding principles. Implementing security measures in the development process.

Engaging in and improving the whole lifecycle of servicesfrom inception and design, through deployment, operation, and refinement.

Supporting services before they go live through activities such as system design consulting, developing software platforms and frameworks, capacity planning, and launch reviews.

Maintaining services once they are live by measuring and monitoring availability, latency, and overall system health.

Experience with systems and IT operations.

Practicing incident response and blameless postmortems

Technical skills

Experience in network and solution design in AWS components

Comprehensive knowledge regarding to: AWS VPC, AWS firewall, AWS WAF, Kong API, AWS EC2, AWS ALB, AWS S3, AWS PrivateLink, AWS NLB (Minimum)

Setting up CI/CD pipelines (Github Action, Jenkins) and version control (Git)

Experience in code development in at least one high-level programming languages such as Java, Python, .Net

Experience in provisioning, operations, and management of cloud / SaaS environments.

Experience in creation of highly automated infrastructures.

Experience with Unix/Linux operating systems internals and administration (e.g., filesystems, system calls) or networking (e.g., TCP/IP, routing, network topologies, and hardware).

Experience with docker, Kubernetes, ECS, EKS and managing Java / .Net microservice CI/CD pipeline.

Expertise in designing, analysing, and troubleshooting large-scale distributed systems.

Provision of critical system security by leveraging best practices and prolific cloud security solutions.

Identify for architecture and process improvements.

Understanding of the AWS Well-Architected Framework as well as AWS networking and security services

Exposure to Azure and powerApp platform would be advantageous

Cloud Certifications

Skills from this JD

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

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

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

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

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

Amazon EC2 Primary No API 2 row (run stopped after API 1 or history missing)

Application Load Balancer Primary No API 2 row (run stopped after API 1 or history missing)

Amazon S3 Primary No API 2 row (run stopped after API 1 or history missing)

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

Network Load Balancer 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)

Jenkins 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)

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)

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

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

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

TCP/IP Primary No API 2 row (run stopped after API 1 or history missing)

Docker 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)

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

Amazon EKS 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)

AWS Well-Architected Framework Primary 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)

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

CI/CD Primary No API 2 row (run stopped after API 1 or history missing)

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

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

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

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

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

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

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

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

Library artifacts (this run)

No artifact rows for this run.

nano JD Parser — gpt-4.1-nano click to toggle

RoleSenior Devops Engineer

Experience5+ Yrs

DomainIT Services & Consulting

Location Bangalore

JD type pass

Certifications

Cloud Certifications

Show raw JSON

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  "urls": []
}

API 1 — extract-from-jd click to toggle

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    "queued": false,
    "reasoning": "Stage 1 title \u0027DevOps Engineer\u0027 (embedding match, sim 0.78); KRA agrees (0.44)"
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      {
        "is_primary": true,
        "queue_id": 654,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Network Load Balancer",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 655,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": ".NET",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 656,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Unix",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 657,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Linux",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 658,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "TCP/IP",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 659,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Amazon EKS",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 660,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "AWS Well-Architected Framework",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 661,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Power Apps",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 662,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Automation",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 663,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Incident Response",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 664,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Blameless Postmortems",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 665,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Cloud Security",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 666,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Secure Coding",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 667,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "System Design",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 668,
        "role_display_name": "DevOps Engineer",
        "role_slug": "devops-engineer",
        "skill_name": "Distributed Systems",
        "status": "pending"
      }
    ],
    "queue_entry_id": null,
    "v3_pipeline_triggered": false,
    "v3_role_slug": null,
    "v3_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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