# Quickstart: Hiring Signals — Sales Leads from Live Job Postings

**Use case:** 

Turn job postings into B2B sales leads. Name the roles your buyers hire for and get every company that opened one in the last N days: new roles, sample titles, seniority mix, remote share, a strong/moderate/weak signal score and an outreach angle. 2,200+ live company boards built in.

## Input

```json
{
  "jobKeywords": [
    "data engineer",
    "account executive"
  ],
  "postedWithinDays": 14,
  "minNewRoles": 1,
  "companies": [],
  "maxCompanies": 300,
  "locations": [],
  "remoteOnly": false,
  "disclaimerAck": true
}
```

## Output

```json
{
  "companyName": {
    "label": "Company",
    "format": "text"
  },
  "headline": {
    "label": "Signal",
    "format": "text"
  },
  "keyword": {
    "label": "Keyword",
    "format": "text"
  },
  "signalStrength": {
    "label": "Strength",
    "format": "text"
  },
  "newRolesInWindow": {
    "label": "New Roles",
    "format": "number"
  },
  "matchedRoles": {
    "label": "Matching Roles",
    "format": "number"
  },
  "oldestNewPostedAt": {
    "label": "First Posted",
    "format": "text"
  },
  "sampleTitles": {
    "label": "Sample Titles",
    "format": "array"
  },
  "seniorityMix": {
    "label": "Seniority Mix",
    "format": "object"
  },
  "remoteShare": {
    "label": "Remote %",
    "format": "number"
  },
  "domain": {
    "label": "Domain",
    "format": "text"
  },
  "careersUrl": {
    "label": "Careers Page",
    "format": "link"
  },
  "atsLabel": {
    "label": "ATS",
    "format": "text"
  },
  "totalOpenRoles": {
    "label": "Total Open Roles",
    "format": "number"
  },
  "whyItMatters": {
    "label": "Why It Matters",
    "format": "text"
  },
  "suggestedOutreach": {
    "label": "Outreach Angle",
    "format": "text"
  },
  "signalReasons": {
    "label": "Score Reasons",
    "format": "array"
  },
  "scrapedAt": {
    "label": "Checked At",
    "format": "text"
  }
}
```

## About this Actor

This example demonstrates how to use [Hiring Signals — Sales Leads from Live Job Postings](https://apify.com/ntriqpro/hiring-signals-leads.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/ntriqpro/hiring-signals-leads.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/ntriqpro/hiring-signals-leads.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`).