Company Hiring Signal Scraper: Open Roles & Growth Intent

Here is one real result, with every field the actor returns (long text fields and the roles array are trimmed with ...; a live run returns the full untrimmed values):

{
  "inputName": "stripe",
  "companyName": "stripe",
  "atsDetected": "greenhouse",
  "atsBoardToken": "stripe",
  "openRolesCount": 555,
  "hiringSignal": "High",
  "departmentsHiring": "1130 Global Sales Development Mgrs, 1131 Vendor Mgmt and SD PM, 1132 AMER Sales Development Reps, ...",
  "departmentsHiringCount": 189,
  "locationsHiring": "Dublin, Chicago, Illinois, San Francisco, New York, Seattle, Atlanta, Remote in the US, Tokyo, Singapore, Sydney, ...",
  "locationsHiringCount": 234,
  "remoteRolesCount": 106,
  "engineeringRolesCount": 136,
  "salesRolesCount": 112,
  "sampleRoleTitles": "Manager, Sales Development | Head of Startups and Velocity Sales Development | Head of Sales ...",
  "newestRoleDate": "2026-08-10T13:19:03.000Z",
  "oldestRoleDate": "2026-08-06T16:09:47.000Z",
  "roles": [
    {
      "title": "Manager, Sales Development",
      "department": "1130 Global Sales Development Mgrs",
      "location": "Dublin",
      "isRemote": false,
      "isEngineering": false,
      "isSales": true,
      "postedAt": "2026-08-06T12:09:55-04:00",
      "url": "https://stripe.com/jobs/search?gh_jid=7337544"
    }
  ],
  "careersUrl": "https://boards.greenhouse.io/stripe",
  "source": "CompanyHiringSignal",
  "observedAt": "2026-08-10T14:29:22.310Z"
}

The most complete company hiring-signal scraper available. It detects a company's applicant tracking system, aggregates every open role, and returns a full hiring-intent profile (role counts, departments and locations hiring, remote/engineering/sales breakdown, newest role date and a High/Medium/Low signal), with optional AI and contact-enrichment add-ons to target exactly the companies you need.

📥 Input · 📤 Output · 💰 Pricing · ▶️ Examples

Table of contents

• What it does
• Quickstart
• Input reference
• Output reference
• Example output record
• Run via API and CLI
• Fetch results
• Billing and limits
• FAQ and troubleshooting

What it does

For each company you pass (by name, ATS board slug, or careers URL), the actor detects the underlying applicant tracking system (Greenhouse, Lever, Ashby and others), pulls the company's open roles, and aggregates them into one hiring-signal record. It computes an open-role count, a High/Medium/Low hiring signal, the departments and locations hiring, remote/engineering/sales role counts, the newest and oldest role dates, and returns the full list of roles with per-role metadata.

Use it for sales and recruiting intent: a rising open-role count and a High signal indicate a company that is scaling. Optional AI add-ons (withAiCompanySummary, withAiIndustry, withAiHiringInsights) and a contact-enrichment add-on (enrichContacts) can enrich each record; they are opt-in, billed per enriched record, and disabled on free Apify plans.

Quickstart

Open the actor, paste this into the input, and press Run. It returns hiring signals for three companies.

{
  "companies": ["stripe", "notion", "ramp"],
  "maxCompanies": 10
}

Each entry in companies can be a company name, an ATS board slug, or a full careers URL. The actor auto-detects the ATS for each.

Input reference

Field	Type	Required	Default	Description
companies	array	yes	(none)	One or more company names, board slugs or careers URLs. One hiring-signal record is returned per company.
maxCompanies	integer	no	(all)	Maximum companies to analyze in a single run. Free Apify plans are capped at 10 per run.
withAiCompanySummary	boolean	no	false	Add a plain-English summary of each company. Paid add-on, disabled on free plans.
withAiIndustry	boolean	no	false	Infer and classify the company's industry (NAICS-style). Paid add-on.
withAiHiringInsights	boolean	no	false	Analyze the open roles to surface growth/strategic hiring insights. Paid add-on.
enrichContacts	boolean	no	false	Attempt to find an email/contact for each result without one. Paid add-on.
enrichContactsMax	integer	no	50	Cap how many results the contact add-on tries to enrich, to control add-on cost.

Output reference

One dataset item per company. Types: string, integer, boolean, object[], array, or null when the source value is absent.

Field	Type	Description
inputName	string	The company identifier exactly as you passed it.
companyName	string	Resolved company name or slug.
atsDetected	string	Detected ATS provider, for example greenhouse, lever, ashby.
atsBoardToken	string	ATS board token/slug used to fetch the roles.
openRolesCount	integer	Total number of open roles found.
hiringSignal	string	Overall hiring-intent signal: High, Medium, or Low.
departmentsHiring	string	Comma-separated list of departments with open roles.
departmentsHiringCount	integer	Number of distinct departments hiring.
locationsHiring	string	Comma-separated list of locations with open roles.
locationsHiringCount	integer	Number of distinct locations hiring.
remoteRolesCount	integer	Number of open roles flagged as remote.
engineeringRolesCount	integer	Number of open engineering roles.
salesRolesCount	integer	Number of open sales roles.
sampleRoleTitles	string	Pipe-separated sample of role titles.
newestRoleDate	string	ISO 8601 date of the most recently posted role.
oldestRoleDate	string	ISO 8601 date of the oldest open role.
roles	object[]	Full list of open roles. Each item has title, department, location, isRemote, isEngineering, isSales, postedAt, url.
careersUrl	string	Public careers/board URL for the company.
source	string	Constant source tag (CompanyHiringSignal).
observedAt	string	ISO 8601 timestamp of when the record was collected.
aiCompanySummary	string	AI company summary. Populated only when withAiCompanySummary is enabled, else null.
aiIndustry	string	AI-inferred industry. Populated only when withAiIndustry is enabled, else null.
aiIndustryCode	string	AI-inferred NAICS-style code, else null.
aiHiringInsights	string	AI growth/strategic hiring insights. Populated only when withAiHiringInsights is enabled, else null.
aiGrowthAreas	array	AI-identified growth areas, else null.
enrichedEmail	string	Contact email found by the enrichment add-on. Present only when enrichContacts is enabled.
enrichedContactName	string	Contact name found by the enrichment add-on, or null.
enrichedJobTitle	string	Contact job title found by the enrichment add-on, or null.
enrichedEmailStatus	string	Email status: verified, likely, guessed, not_found, or error.
enrichedSource	string	Source of the enriched contact, or null.
enrichedConfidence	number	Confidence score for the enriched contact, or null.

Example output record

Real record from a live run (input {"companies": ["stripe", "notion", "ramp"], "maxCompanies": 10}), with the long text fields and roles array trimmed for readability:

{
  "inputName": "stripe",
  "companyName": "stripe",
  "atsDetected": "greenhouse",
  "atsBoardToken": "stripe",
  "openRolesCount": 555,
  "hiringSignal": "High",
  "departmentsHiringCount": 189,
  "locationsHiringCount": 234,
  "remoteRolesCount": 106,
  "engineeringRolesCount": 136,
  "salesRolesCount": 112,
  "newestRoleDate": "2026-08-10T13:19:03.000Z",
  "oldestRoleDate": "2026-08-06T16:09:47.000Z",
  "roles": [
    {
      "title": "Manager, Sales Development",
      "department": "1130 Global Sales Development Mgrs",
      "location": "Dublin",
      "isRemote": false,
      "isEngineering": false,
      "isSales": true,
      "postedAt": "2026-08-06T12:09:55-04:00",
      "url": "https://stripe.com/jobs/search?gh_jid=7337544"
    }
  ],
  "careersUrl": "https://boards.greenhouse.io/stripe",
  "source": "CompanyHiringSignal",
  "observedAt": "2026-08-10T14:29:22.310Z"
}

Run via API and CLI

Start a run and wait for it to finish, then read the dataset. Replace <TOKEN> with your Apify API token.

Run synchronously and get dataset items in one call:

curl -X POST "https://api.apify.com/v2/acts/scrapers_lat~company-hiring-signal-scraper/run-sync-get-dataset-items?token=<TOKEN>" \
  -H "Content-Type: application/json" \
  -d '{"companies":["stripe","notion","ramp"],"maxCompanies":10}'

Start a run asynchronously:

curl -X POST "https://api.apify.com/v2/acts/scrapers_lat~company-hiring-signal-scraper/runs?token=<TOKEN>" \
  -H "Content-Type: application/json" \
  -d '{"companies":["https://boards.greenhouse.io/stripe"]}'

Apify CLI:

apify call scrapers_lat/company-hiring-signal-scraper \
  --input '{"companies":["stripe"],"maxCompanies":10}'

Fetch results

Every run writes to a dataset. Fetch items as JSON, CSV, or Excel by changing format:

# JSON
curl "https://api.apify.com/v2/datasets/<DATASET_ID>/items?token=<TOKEN>&clean=true&format=json"

# CSV
curl "https://api.apify.com/v2/datasets/<DATASET_ID>/items?token=<TOKEN>&clean=true&format=csv"

# Paginate large datasets
curl "https://api.apify.com/v2/datasets/<DATASET_ID>/items?token=<TOKEN>&offset=1000&limit=1000"

<DATASET_ID> is returned as defaultDatasetId in the run object. Use offset and limit to page through large result sets. clean=true drops empty and internal fields.

Billing and limits

• Pay per result. You are charged per company hiring-signal record returned (result event). See the pricing tab for the current per-result price.
• Add-ons billed separately. The AI add-ons and enrichContacts each charge their own event only when they produce output, and are disabled on free plans.
• No charge on failure. If a company cannot be resolved to an ATS, the actor does not charge for it. Empty runs cost nothing.
• Spend cap respected. Set maxTotalChargeUsd on the run; once reached, the actor stops emitting and charging further billable results.
• Free Apify plans are capped at 10 records (companies) per run. Upgrade for higher maxCompanies.

FAQ and troubleshooting

A company returned no signal. Why? The actor could not detect a supported ATS for that company. Pass the exact ATS board slug or the full careers/board URL instead of the plain company name.

Which ATS providers are supported? Common providers including Greenhouse, Lever and Ashby. Passing a direct board URL improves detection.

How is the hiring signal computed? It combines the open-role count and role recency into a High, Medium, or Low label. The underlying counts are all returned so you can apply your own thresholds.

Do the AI and contact add-ons work on a free plan? No. All add-ons require a paid Apify plan and are disabled automatically for free users. The base hiring-signal fields are always returned.

Is this affiliated with the companies or ATS providers? No. This actor is independent and reads only publicly available careers pages and public ATS job boards.

Related scrapers

• Greenhouse Jobs Scraper: Open roles from Greenhouse job boards.
• Lever Jobs Scraper: Open roles from Lever job boards.
• Ashby Jobs Scraper: Open roles from Ashby job boards.
• Company Research Enrichment Tool: Enrich a company with firmographic and web data.
• Website Contacts Scraper: Emails and contacts from company websites.

More scrapers at scrapers.lat

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Independent tool, not affiliated with any company or applicant tracking system provider. Accesses only publicly available careers pages and job boards.