# Engineering Skills in Demand Across Every Engineer Role

**Use case:** 

A ready-made run over every live posting with "engineer" in the title on seven public job boards, nearly 300 of them, reported as one row per skill. Broader than a single role page: it shows what the whole engineering market asks for, with employers, seniority and co-skills. In the run behind this page Python led at 39%, AWS at 32%, and CI/CD and Kubernetes at 26% each.

## Input

```json
{
  "queries": [
    "engineer"
  ],
  "boards": [
    "WeWorkRemotely",
    "Jobicy",
    "RemoteOK",
    "WorkingNomads",
    "Arbeitnow",
    "Himalayas",
    "Remotive"
  ],
  "extraSkills": [
    "Webflow",
    "SAP",
    "Klaviyo"
  ],
  "minPostingsPerSkill": 5,
  "maxJobsPerQuery": 1000,
  "includeJobs": false
}
```

## Output

```json
{
  "skill": {
    "label": "Skill"
  },
  "category": {
    "label": "Category"
  },
  "query": {
    "label": "Role"
  },
  "postings": {
    "label": "Postings",
    "format": "number"
  },
  "sharePercent": {
    "label": "Share of postings %",
    "format": "number"
  },
  "seniorPlusPercent": {
    "label": "Senior or above %",
    "format": "number"
  },
  "publishedPayPercent": {
    "label": "Publish pay %",
    "format": "number"
  },
  "topCompanies": {
    "label": "Top employers",
    "format": "array"
  },
  "topCoSkills": {
    "label": "Asked for alongside",
    "format": "array"
  },
  "boards": {
    "label": "Boards",
    "format": "array"
  },
  "jobsAnalyzed": {
    "label": "Postings analysed",
    "format": "number"
  }
}
```

## About this Actor

This example demonstrates how to use [Skills in Demand: What Employers Are Hiring For Now](https://apify.com/precious_bathmat/skills-in-demand.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/precious_bathmat/skills-in-demand.md) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

This Task's input is already configured above. Use it as-is rather than inventing a new one.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/precious_bathmat/skills-in-demand.md

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).