Extract Insights from Job Posts

Use case

1. Search for relevant job positions (for example SRE, DevOps, Backend Engineer)

2. Extract insights from the found positions (”cloud-first” technologies)

3. Determine

Prompt

Search for open engineering job positions for Company (Domain) , extract relevant technologies from job descriptions, and list only the technologies used by Cloud-First companies. Follow the steps below.

Step 1: Search for Open Engineering Job Positions

1. Check the company’s Careers, Jobs, or Join Us page on Domain.

• If found, extract job listings for Site Reliability Engineer, DevOps Engineer, Backend Engineer or similar.

If no relevant job positions are found**,** proceed to Step 2.

1. If no relevant job listings are found, perform a Google search using:

• “site:Domain careers”

• Extract job listings for Site Reliability Engineer, DevOps Engineer, Backend Engineer or similar, if available.

1. If no jobs are found in Steps 1 & 2, search external job platforms using:

• “site:ashbyhq.com OR site:lever.co OR site:greenhouse.io OR site:workable.com Company engineer jobs”

• Extract job listings for Site Reliability Engineer, DevOps Engineer, Backend Engineer or similar, if available.

Step 2: Extract Cloud-First Technologies from Job Descriptions

From the job descriptions found, extract and list only the technologies commonly used by Cloud-First companies.

Technologies to Extract (Cloud-First Stack)

1. Cloud Platforms → AWS, GCP, Azure (if fully cloud-native, not hybrid)

2. Infrastructure as Code (IaC) → Terraform, Pulumi, CloudFormation

3. Container Orchestration → Kubernetes, Helm, Nomad

4. CI/CD & Automation → ArgoCD, FluxCD, GitHub Actions, GitLab CI/CD

5. Monitoring & Observability → OpenTelemetry, Datadog, Prometheus, Grafana

6. Networking & Security (Cloud-Native) → Istio, Linkerd, Cilium, Vault

Output Logic

1. If job positions (Site Reliability Engineer, DevOps Engineer, Backend Engineer or similar) are found AND cloud-first technologies are found:

• Return a comma-separated list of cloud-first technologies.

• Example Output: AWS, Kubernetes, Terraform, ArgoCD, OpenTelemetry, Istio

1. If job positions (SRE, DevOps, Backend) are NOT found:

• Return: “No relevant job positions found.”

1. If job positions (SRE, DevOps, Backend) ARE found, but no cloud-first technologies are detected:

• Return: “No cloud-first technologies found in job descriptions for Domain.”