US Healthcare Jobs API - JobsIndex by Aspen Tech Labs

Access US healthcare jobs data through the JobsIndex API, built by Aspen Tech Labs. JobsIndex aggregates 6M+ active US job listings daily from 175K+ employer source sites, sourced directly from company career pages and ATS platforms, not scraped from job boards. The healthcare category covers 700K+ active US job postings, updated every day.

Healthcare job postings come directly from employer career pages and ATS platforms such as health systems, hospital networks, clinics, and specialty providers, along with recruitment agencies and staffing firms. This gives you broad market coverage across both direct-hire and agency-sourced healthcare roles.

This Actor covers a broad range of US healthcare and medical roles, including physicians, physician assistants, therapists, psychologists, dietitians, chiropractors, healthcare technicians, social workers, medical receptionists, patient care technicians, and many more.

This Actor serves two primary use cases: teams that want to publish healthcare job listings on their platform, and teams that need structured healthcare workforce data for matching algorithms, AI model training, or medical workforce intelligence.

What You Can Use It For

• Power a healthcare job board, medical staffing platform, or niche clinical careers site with fresh listings across the full spectrum of US healthcare roles
• Feed a matching platform with structured healthcare jobs data, filterable by role, subcategory, location, salary, or posting age
• Monitor healthcare hiring trends across US states, cities, and metro areas, useful for workforce planning, market research, or sales intelligence
• Analyze advertised salary and seniority signals across clinical, allied health, and administrative roles by location and specialty
• Collect structured US healthcare jobs for training datasets, research, or product development

Built-In Search Preset

This Actor is fixed internally to country=United States and category=Healthcare. The runtime always enforces those values even if different values are submitted. Users can narrow the search by specialty, location, salary, company, posting age, employment type, remote status, or seniority.

Because the enforced country and category take precedence over where and what in the current JobsIndex API, those free-text inputs are intentionally not exposed. Use the structured job and location filters below to narrow results without replacing the preset.

For a more focused nurse-only dataset, use the US Nursing Jobs API.

Quick Start

{
  "city": "Boston",
  "size": 5
}

Input Parameters

Parameter	Description	Example
salary	Salary amount or range filter.	20h-30h
country	Fixed preset. Runtime always uses United States; changes are ignored.	United States
region	State, province, or region.	California
city	City filter.	New York
postal_code	Postal or ZIP code filter.	90210
metro_area	Metropolitan area filter.	Denver-Aurora-Centennial, CO
title	Job title filter.	Registered Nurse
company_name	Company name filter.	HCA Healthcare
company_domain	Company website domain.	hcahealthcare.com
category	Fixed preset. Runtime always uses Healthcare; changes are ignored.	Healthcare
sub_category	More specific healthcare function or role.	Registered Nurse
industry	Company industry filter.	Food Products
posted	Relative posting age or ISO date.	1w
employment_type	Employment type.	Full-Time
remote	Work arrangement filter. Supported values: remote, on-site, hybrid.	remote
seniority	Seniority level.	Senior
page	Page number, starting from 0.	0
size	Number of results per page. Default 5, min 1, max 100.	5

Salary Filter Format

Use:

NUMBER[UNIT]

or:

NUMBER[UNIT]-NUMBER[UNIT]

Supported units:

• h - per hour
• d - per day
• w - per week
• m - per month
• y - per year

Examples:

• 20h-30h - hourly rate between 20 and 30
• 35h - fixed hourly rate
• 20h-200000y - range from hourly to yearly comparison

Location Filtering

This Actor is fixed to country=United States. Use structured location filters to narrow results within the US:

• region
• city
• postal_code
• metro_area

Limits and Pagination

This Actor uses the JobsIndex jobs API. Results are paginated with page and size.

Parameter	Default	Min	Max
page	0	0	Depends on size and the item cap
size	5	1	100

Individual numeric bounds are checked before a run starts. Query-dependent pagination is checked after the run starts, as explained below.

One Run, One Page

Each run requests one page, not all available pages. size is the requested number of jobs for that page, with an absolute maximum of 100. Company filters can reduce the effective page size to 5 or 20; see Item Caps below.

For searches without company filters, the retrieval window is 1000 jobs: page * size must be less than 1000. The page number is zero-based.

size	Valid page range	First page outside the window
100	0-9	10
20	0-49	50
10	0-99	100
1	0-999	1000

The last page can contain fewer jobs than requested. For example, page=12, size=80 starts at job 960 and can return up to 40 jobs. Narrow the search with filters to retrieve a different result set beyond the window; the Actor does not change the requested page or paginate automatically.

The input schema checks page and size individually. It cannot pre-validate their combination: page=10, size=100 passes the individual bounds but is rejected after a run starts, so the run can still finish as FAILED.

Item Caps

The maximum number of retrievable jobs depends on the query shape:

Query shape	Max items	Effective max size	Over-size behavior
No company filter	1000	100	Validation error; not silently capped
Company filter plus another keyword or filter	20	20	Silent cap with capping metadata
Company filter only	5	5	Silent cap with capping metadata

A company filter means company_name or company_domain. Another filter means a value in fields such as title, sub_category, industry, posted, salary, employment_type, remote, or seniority. The fixed country and category preset remains part of every request.

This Actor always applies the internal category=Healthcare preset, so company-filtered requests normally use the 20-item company|keywords cap.

When a company-filtered request asks for size greater than the effective cap, the API returns up to the capped number of results instead of erroring. The response metadata includes:

• size_requested - the original requested size
• size_capped_by - "company" for the 5-item cap or "company|keywords" for the 20-item cap

On uncapped responses, size_requested and size_capped_by are not present.

No-company-filter requests are not silently capped. If the request exceeds the 1000-item retrieval window, the API can return 400 Item limit reached. Maximum of 1000 items can be retrieved.

Field Validation

Apify validates the input schema before creating a run, including requests made directly through the API. A schema violation returns HTTP 400 with error.type = invalid-input; no run is created. API clients should handle this response when starting the Actor; there is no run ID to poll or run error file to fetch.

Input	Accepted values / limits
page	Integer 0-999; the usable maximum also depends on size and query shape.
size	Integer 1-100; company capping remains upstream.
company_domain	A domain name only, e.g. example.com; 3-100 raw input characters. No protocol, path, port, or internal spaces. The API trims surrounding ASCII whitespace.
posted	Recommended windows: 1d, 1w, 1m, 1y, or a real calendar date (YYYY, YYYY-MM, YYYY-MM-DD). Use 2-10 raw input characters. Surrounding ASCII whitespace is trimmed after the raw length check. Relative amounts use 1-4 digits without leading zeros.
salary	2-30 raw input characters. 1-9 digits plus h, d, w, m, or y; a range needs units on both ends, e.g. 20h-30h. Surrounding ASCII whitespace is trimmed. Decimals and currency prefixes are not accepted.
employment_type	2-50 raw input characters in total. Comma-separated values; 1-31 characters per item after trimming surrounding spaces. No empty items.
seniority	2-50 raw input characters in total. Comma-separated values; 1-31 characters per item after trimming surrounding spaces. No empty items.
remote	remote, on-site, hybrid, or an empty string for no filter.
Other text fields	Raw input character ranges: region (2-80), city (2-100), postal_code (3-15), metro_area (2-100), title (2-200), company_name (2-150), sub_category (2-100), industry (2-100). Empty optional inputs remain allowed.

Empty optional text fields are allowed and are omitted from the upstream request. Raw input length means the decoded string including surrounding whitespace, before API trimming, not URL-encoded bytes. The schema checks preliminary formats, list structure, and lengths, not whether a matching location, employer, role, or job exists. The API retains its detailed character checks, including permitted Unicode characters in list values. A valid search with no matching jobs succeeds with an empty dataset.

Query-dependent pagination, combined filters, and other backend-only checks remain upstream or runtime checks. If they reject a request after a run starts, the run can still finish as FAILED. Technical errors are not reported as successful searches.

Output

Each run stores job records in the default Apify dataset. The dataset schema includes an Overview table for the most useful fields and a Raw data (all fields) table for the complete JobsIndex record.

Example dataset item:

{
  "id": "3956505510037809027",
  "title": "Registered Nurse",
  "company_name": "Example Health System",
  "category": "Healthcare",
  "sub_category": "Registered Nurse",
  "country": "United States",
  "region": "Massachusetts",
  "city": "Boston",
  "salary_value": "42.00-55.00",
  "salary_currency": "USD",
  "salary_unit": "HOUR",
  "employment_type": "Full-Time",
  "remote": "remote",
  "posted": "2026-04-20",
  "url_apply": "https://example.com/apply"
}

Field availability depends on the source job posting.

Custom Healthcare Data

For custom job data needs, bulk downloads, or tailored job feeds, contact us via our website or email. You can also explore JobMarketPulse, our next-generation labor and job market intelligence platform.