# 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

<details>

<summary><strong>Prompt</strong></summary>

Search for open engineering job positions for <mark style="color:red;background-color:orange;">**Company**</mark> (<mark style="color:red;background-color:orange;">**Domain**</mark>) , 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.

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

* **“site:**<mark style="color:red;background-color:orange;">**Domain**</mark> **careers”**
* Extract job listings for **Site Reliability Engineer, DevOps Engineer, Backend Engineer or similar,** if available.

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

* **“site:**[**ashbyhq.com**](http://ashbyhq.com/) **OR site:**[**lever.co**](http://lever.co/) **OR site:**[**greenhouse.io**](http://greenhouse.io/) **OR site:**[**workable.com**](http://workable.com/) <mark style="color:red;background-color:orange;">**Company**</mark> **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*

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

* Return: **“No relevant job positions found.”**

3. **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&#x20;**<mark style="color:red;background-color:orange;">**Domain**</mark>**.”**

</details>

<figure><img src="https://2426440268-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FMzaYbOuCLt8zV0pNIILp%2Fuploads%2F5Z4hlcSfVPcuQ6BM6VY6%2Fasdaa.png?alt=media&#x26;token=3abe54f5-0c2d-4914-bf59-8c4a31e70544" alt=""><figcaption></figcaption></figure>

<figure><img src="https://2426440268-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FMzaYbOuCLt8zV0pNIILp%2Fuploads%2Fs31pqsKTpzZQN1UleyIi%2Faip2.png?alt=media&#x26;token=e994131f-c5b9-475e-8ca5-5c049b2f46e6" alt=""><figcaption></figcaption></figure>