Nurse.com Jobs Scraper: Extract Nursing Job Listings at Scale

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What Is Nurse.com?

Nurse.com is a specialized job board dedicated exclusively to nursing and healthcare professional roles. The platform hosts thousands of active nursing positions across hospitals, clinics, agencies, and specialized care facilities. Manually extracting job data from Nurse.com pages is labor-intensive and error-prone — the Nurse.com Jobs Scraper streamlines this workflow, converting search results into clean, structured data in minutes.

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Overview

The Nurse.com Jobs Scraper extracts nursing job listings from Nurse.com search result pages, delivering comprehensive job records with compensation, qualifications, and employment details. It is ideal for:

• Recruitment agencies sourcing nursing placements and building talent pipelines
• Healthcare staffing platforms aggregating job listings into unified databases
• Market researchers analyzing nursing salary trends and job demand
• Career platforms incorporating real-time nursing job data
• HR analytics teams benchmarking healthcare compensation

The scraper handles pagination across multiple URLs, skips failed pages gracefully, and returns up to 20+ structured fields per job — all with minimal configuration.

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Input Format

The scraper requires a simple JSON configuration:

{
  "urls": [
    "https://www.nurse.com/jobs/browse/page-1/",
    "https://www.nurse.com/jobs/browse/page-2/"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 20
}

Parameter	Type	Description	Required
urls	Array	List of Nurse.com job search page URLs to scrape	✓ Yes
max_items_per_url	Integer	Maximum jobs extracted per URL (default: 20)	No
ignore_url_failures	Boolean	If true, continues scraping if some URLs fail; if false, stops on first failure	No

Input guidelines:

• Paste full URLs pointing to Nurse.com job browse or search result pages
• Supports pagination (page-1, page-2, etc.)
• For large-scale collection, add multiple URLs or use search filters within Nurse.com to create specific result sets

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Output Format

Example output record:

{
  "address": {
    "city": "Irvine",
    "state": "California",
    "location": {
      "lat": 33.6845673,
      "lon": -117.8265049
    },
    "zip_code": ""
  },
  "has_external_application_url": true,
  "description": "<p>We're looking for Home Health RNs for an immediate travel opening in Irvine, CA.<br>\n The right RN should have 1 year of experience in Home Health nursing. Read below for more requirements.</p>\n<p>As an RN in Home Health, you will provide skilled nursing care to patients in their homes, supporting recovery, chronic disease management, and overall wellness. You'll work independently and collaboratively with the healthcare team to promote patient-centered care and improve health outcomes.</p>\n<p>As an RN, you should be prepared to perform the following tasks:</p>\n<ul>\n <li>Perform comprehensive patient assessments and develop individualized care plans</li>\n <li>Administer medications, treatments, and wound care as prescribed</li>\n <li>Monitor patient progress and adjust care plans accordingly</li>\n <li>Educate patients and families on disease management, medication use, and health maintenance</li>\n <li>Coordinate care with physicians, therapists, and other healthcare providers</li>\n <li>Provide skilled nursing interventions such as IV therapy, catheter care, and respiratory support</li>\n <li>Document nursing care, patient responses, and progress accurately and timely</li>\n <li>Identify and report any changes in patient condition promptly</li>\n <li>Ensure compliance with infection control, safety, and regulatory standards</li>\n <li>Manage time efficiently to meet patient visit schedules and maintain reliable communication</li>\n</ul>\n<p>The ideal candidate must have at least one year of experience as an RN in a Home Health setting. Additionally, they should possess a current BLS certification and be eligible for State licensure. Additional certifications may be required.</p>\n<p>RNs in home health should be autonomous, organized, and compassionate, able to provide high-quality care in a patient's home environment.</p>\n<br>\n<br><b>Requirements*:</b> BLS, 1 Year\n<br>\n<br><i>* Additional certifications may be required before beginning an assignment.</i>\n<p>Pay: $2,678.40</p>",
  "display_company_name": "Travel Nurse Across America (TNAA)",
  "employment_type": "FULL_TIME",
  "id": "7a900f88-0ea9-42b7-bd66-5170f6e42f5c",
  "min_years_exp": 0,
  "organization": {
    "name": "TNAA Healthcare",
    "id": "89ca931d-5f3d-4bdb-8455-a4464e434dd3",
    "premium": false
  },
  "pay_high": null,
  "pay_low": 267840,
  "pay_type": "WEEKLY",
  "personalization": {
    "application": null,
    "favorited": null
  },
  "updated_at": "2026-07-14T00:08:26.325540Z",
  "created_at": "2026-04-14T21:19:07.410174Z",
  "posted_at": "2026-04-14T21:19:07.439458Z",
  "qualifications": [
    {
      "details": null,
      "name": "Home Health",
      "type": {
        "name": "specialty"
      }
    },
    {
      "details": null,
      "name": "Long Term Care/Skilled Nursing",
      "type": {
        "name": "specialty"
      }
    },
    {
      "details": null,
      "name": "Nursing Management/Admin",
      "type": {
        "name": "specialty"
      }
    },
    {
      "details": null,
      "name": "Pulmonary/Respiratory",
      "type": {
        "name": "specialty"
      }
    },
    {
      "details": null,
      "name": "Registered Nurse (RN)",
      "type": {
        "name": "license"
      }
    },
    {
      "details": null,
      "name": "Travel",
      "type": {
        "name": "specialty"
      }
    },
    {
      "details": null,
      "name": "IV Therapy",
      "type": {
        "name": "specialty"
      }
    }
  ],
  "shift_type": "DAY",
  "slug": "rn-home-health---travel-nurse",
  "status": "ACTIVE",
  "title": "RN Home Health - Travel Nurse",
  "expires_at": "2026-08-13T00:01:00.162929Z",
  "from_url": "https://www.nurse.com/jobs/browse/"
}

Each scraped job record contains up to 20 data fields:

Identification & Slug

Field	Meaning
ID	Unique identifier for the job listing
Title	Official job title (e.g., "RN - Intensive Care Unit")
Slug	URL-friendly version of the job title for permalinks
Status	Listing status (e.g., active, closed, archived)

Organization & Location

Field	Meaning
Organization	Employer name and healthcare entity
Display Company Name	Name displayed to job seekers (may differ from legal entity)
Address	Job location (city, state, facility address)

Compensation

Field	Meaning
Pay Low	Lower end of salary or hourly rate range
Pay High	Upper end of salary or hourly rate range
Pay Type	Compensation format — salary (annual), hourly, or contract rate

Job Requirements & Details

Field	Meaning
Employment Type	Full-time, part-time, contract, per diem, or temporary
Shift Type	Day, night, rotating, on-call, or flexible
Min Years Exp	Minimum years of nursing experience required (e.g., 2, 5, 10)
Qualifications	Required licenses, certifications, education (plain text or HTML)
Description	Full job description including duties, benefits, and facility info

Application & Metadata

Field	Meaning
Has External Application URL	Boolean: true if applicants apply on an external site (e.g., hospital career portal)
Created At	Timestamp when the listing was first posted
Posted At	Official posting date visible to job seekers
Updated At	Last modification date (e.g., when salary or status was updated)
Expires At	Listing expiration date — applications close after this date
Personalization	Internal note or tag for recommendation algorithms

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How to Use

1. Identify target pages — Navigate to Nurse.com, apply filters (location, specialty, experience), and copy search result URLs.
2. Prepare URLs — Paste URLs into the urls array. Include multiple pages if needed.
3. Configure limits — Set max_items_per_url to control data volume (default 20 jobs per page).
4. Enable resilience — Set ignore_url_failures: true for robust collection across many URLs.
5. Run the scraper — Start the job and monitor progress in the logs.
6. Export & integrate — Download results as JSON, CSV, or Excel; import into your database or staffing platform.

Best practices:

• Use Nurse.com's built-in filters to narrow results before copying URLs (e.g., by state, specialty, employment type).
• For ongoing data, re-run the scraper weekly to capture new postings and updates.
• If a URL fails, check that it points to a valid Nurse.com job listing page (not a detail page or account page).

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Use Cases & Business Value

• Staffing agency operations: Build pipelines of RN, LPN, and specialized nursing roles; track market saturation by state.
• Salary benchmarking: Monitor compensation trends for different nursing specialties and geographies.
• Job aggregation: Feed Nurse.com data into your own nurse job board or mobile app.
• Talent research: Identify which healthcare systems are actively hiring and competitive salary ranges.
• Market intelligence: Track hiring velocity and demand spikes in nursing.

The Nurse.com Jobs Scraper cuts data collection time from hours to minutes, enabling recruiters and platforms to stay current with the dynamic nursing job market.

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Conclusion

The Nurse.com Jobs Scraper delivers structured nursing job data that powers recruitment, research, and staffing decisions. With straightforward input configuration and rich output fields, it is an essential tool for anyone leveraging Nurse.com data at scale.