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Pipeline run

59138d57-d533-45ff-a15f-2edbc5b48e8a

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)

0.20 / 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): guardrails

Evidence — skills matched in JD (29)

AWS Terraform CloudFormation CDK MySQL DynamoDB PostgreSQL Aurora ECS Lambda API Gateway CloudFront VPC Transit Gateway Route53 S3 IAM SQS SNS Docker Jenkins GitHub Actions Python Go Prometheus +4

Skill cluster (0 dimension groups, role-scoped)

No dimension groups computed for this JD.

Status: extract_from_jd_done Created: 2026-05-10T08:54:45.295232Z Updated: 2026-05-10T08:54:45.295232Z

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

Role : Platform Engineer

Responsibilities
• Lead, mentor, and guide DevOps/SRE teams responsible for cloud infrastructure and platform services
• Architect, automate, and evolve multi‑account AWS environments including VPC design, IAM governance, networking, and cross‑account communication
• Build andoptimizeinfrastructure automation usingIaC(Terraform, CloudFormation, CDK)
• Design robust, resilient, and scalable CI/CD systems to support diverse microservice teams
• Manage andoptimizedatabases (MySQL, DynamoDB, PostgreSQL, Aurora) for performance, reliability, and cost efficiency
• Establish best practices for observability-metrics, logs, tracing, alerting, and performance insights
• Troubleshoot complex distributed‑system issues across layers (network, service mesh, API gateways, storage, compute)
• Partner with engineering leaders to scope, propose, and drive large, high‑visibility infrastructure initiatives
• Ensure compliance, security, and audit readiness of the AWS environment at scale
• Enable smooth cross‑team integrations by defining standards for service communication, networking, and deployment architecture

Minimum Qualifications
• Bachelor's degree in computer science, Information Systems, or equivalent experience
• 10+ years of experience in DevOps, SRE, or cloud infrastructure roles managing production services at scale
• Deepexpertisein AWS infrastructure (ECS, Lambda, API Gateway, CloudFront, VPC, Transit Gateway, Route53, S3, IAM, SQS, SNS)
• Hands‑on experience designing and managing large multi‑account AWS organizations using best‑practice governance models.
• Strong knowledge of networking fundamentals (VPCs, subnets, peering, VPN, load balancing, service‑to‑service communication)
• Proven skills in database management and performance optimization (MySQL, DynamoDB, PostgreSQL, Aurora)
• Mastery of infrastructure‑as‑code and automation tools (Terraform, CloudFormation, CDK)
• Robust experience with CI/CD pipelines, containerization, orchestration, and build systems (Docker, Jenkins, GitHub Actions, etc)
• Strong troubleshooting skills across cloud, network,compute, and application layers
• Excellent communication, cross‑functional collaboration, and leadership in fast‑paced environments

Preferred Qualifications
• Experience designing highly secure cloud environments with least‑privilege IAM, encryption, auditing, and compliance guardrails
• Hands‑on knowledge of service meshes, API gateways, or high‑scale microservices infrastructure
• Familiarity with Python, Go, or scripting languages for automation and tooling
• Experience with observability stacks (Prometheus, Grafana, Datadog, CloudWatch,OpenTelemetry)
• Prior work on infrastructure platforms supporting developer self‑service

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)

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

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

CDK 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)

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

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

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

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

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

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

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

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

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

Route53 Secondary No API 2 row (run stopped after API 1 or history missing)

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

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

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

SNS 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)

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

GitHub Actions 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)

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

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

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

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

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

OpenTelemetry 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": "AWS"
    },
    {
      "is_primary": true,
      "skill_name": "Terraform"
    },
    {
      "is_primary": true,
      "skill_name": "CloudFormation"
    },
    {
      "is_primary": true,
      "skill_name": "CDK"
    },
    {
      "is_primary": true,
      "skill_name": "MySQL"
    },
    {
      "is_primary": true,
      "skill_name": "DynamoDB"
    },
    {
      "is_primary": true,
      "skill_name": "PostgreSQL"
    },
    {
      "is_primary": true,
      "skill_name": "Aurora"
    },
    {
      "is_primary": false,
      "skill_name": "ECS"
    },
    {
      "is_primary": false,
      "skill_name": "Lambda"
    },
    {
      "is_primary": false,
      "skill_name": "API Gateway"
    },
    {
      "is_primary": false,
      "skill_name": "CloudFront"
    },
    {
      "is_primary": false,
      "skill_name": "VPC"
    },
    {
      "is_primary": false,
      "skill_name": "Transit Gateway"
    },
    {
      "is_primary": false,
      "skill_name": "Route53"
    },
    {
      "is_primary": false,
      "skill_name": "S3"
    },
    {
      "is_primary": false,
      "skill_name": "IAM"
    },
    {
      "is_primary": false,
      "skill_name": "SQS"
    },
    {
      "is_primary": false,
      "skill_name": "SNS"
    },
    {
      "is_primary": false,
      "skill_name": "Docker"
    },
    {
      "is_primary": false,
      "skill_name": "Jenkins"
    },
    {
      "is_primary": false,
      "skill_name": "GitHub Actions"
    },
    {
      "is_primary": false,
      "skill_name": "Python"
    },
    {
      "is_primary": false,
      "skill_name": "Go"
    },
    {
      "is_primary": false,
      "skill_name": "Prometheus"
    },
    {
      "is_primary": false,
      "skill_name": "Grafana"
    },
    {
      "is_primary": false,
      "skill_name": "Datadog"
    },
    {
      "is_primary": false,
      "skill_name": "CloudWatch"
    },
    {
      "is_primary": false,
      "skill_name": "OpenTelemetry"
    }
  ],
  "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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