Pipeline run

9d855dc2-ec82-46c2-bca0-eea9e3da7b74

Pipeline LLM cost (USD)

API 1: $0.0045 API 2: $0.0000 API 3: $0.0000 Total: $0.0045

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 automated cloud security and CI/CD pipelines on AWS: provision and harden infrastructure, implement secure coding controls, and monitor live services with incident response and postmortems. Also troubleshoot distributed systems and improve networking/architecture.

""Building and maintaining CI/CD pipelines.""

Tech stack maturity

Modern Cloud Native

The skill set centers on AWS, Kubernetes, Docker, microservices, CI/CD, and distributed systems, which are characteristic of modern cloud-native architectures and practices.

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 (30)

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 Docker Kubernetes Amazon ECS Amazon EKS CI/CD Automation Incident Response Blameless Postmortems Microservices +5

Skill cluster (8 dimension groups, role-scoped)

Cloud Provider Platforms

AWS Azure

Container Orchestration Platforms

Kubernetes Amazon ECS

Cloud Storage and Data Services

Amazon S3

Containerization and Image Builds

Docker

Java Language and JVM

Java

Performance and Scalability Tuning

Distributed Systems

Python Programming

Python

Cross-cutting / unaligned

VPC AWS WAF Kong API Amazon EC2 Application Load Balancer AWS PrivateLink Network Load Balancer GitHub Actions Jenkins Git .NET Unix/Linux Amazon EKS CI/CD Automation Incident Response Blameless Postmortems Microservices AWS Firewall Power Apps AWS Well-Architected Framework

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

0.30

Alias devops-engineer

0.70

KRA cloud-architect

0.49

Post-classification

Centroidupdated · n=3

Alias collision log#21

New-role queue—

New skills captured16

New KRA captured—

Captured for admin review

AWS WAF primary ↔ Cloud Architect pending

Kong API primary ↔ Cloud Architect pending

Amazon EC2 primary ↔ Cloud Architect pending

Application Load Balancer primary ↔ Cloud Architect pending

AWS PrivateLink primary ↔ Cloud Architect pending

Network Load Balancer primary ↔ Cloud Architect pending

.NET primary ↔ Cloud Architect pending

Unix/Linux primary ↔ Cloud Architect pending

Amazon EKS primary ↔ Cloud Architect pending

Power Apps ↔ Cloud Architect pending

Automation primary ↔ Cloud Architect pending

Incident Response primary ↔ Cloud Architect pending

Blameless Postmortems primary ↔ Cloud Architect pending

Distributed Systems primary ↔ Cloud Architect pending

AWS Well-Architected Framework ↔ Cloud Architect pending

AWS Firewall primary ↔ Cloud Architect pending

Status: extract_from_jd_done Created: 2026-05-19T00:05:35.858786Z Updated: 2026-05-19T00:05:37.058113Z

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/Linux 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)

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)

Microservices 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)

AWS Well-Architected Framework Secondary No API 2 row (run stopped after API 1 or history missing)

AWS Firewall 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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API 1 — extract-from-jd click to toggle

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        "is_primary": false,
        "queue_id": 324,
        "role_display_name": "Cloud Architect",
        "role_slug": "cloud-architect",
        "skill_name": "Power Apps",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 325,
        "role_display_name": "Cloud Architect",
        "role_slug": "cloud-architect",
        "skill_name": "Automation",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 326,
        "role_display_name": "Cloud Architect",
        "role_slug": "cloud-architect",
        "skill_name": "Incident Response",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 327,
        "role_display_name": "Cloud Architect",
        "role_slug": "cloud-architect",
        "skill_name": "Blameless Postmortems",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 328,
        "role_display_name": "Cloud Architect",
        "role_slug": "cloud-architect",
        "skill_name": "Distributed Systems",
        "status": "pending"
      },
      {
        "is_primary": false,
        "queue_id": 329,
        "role_display_name": "Cloud Architect",
        "role_slug": "cloud-architect",
        "skill_name": "AWS Well-Architected Framework",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 330,
        "role_display_name": "Cloud Architect",
        "role_slug": "cloud-architect",
        "skill_name": "AWS Firewall",
        "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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