Robert Half Jobs Search Scraper: Extract Job Listings at Scale

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What Is Robert Half?

Robert Half is a global staffing and recruiting company specializing in skilled trades, finance, accounting, technology, and administrative roles. Its US jobs portal hosts thousands of active listings, making it a key resource for both job seekers and talent acquisition professionals. Collecting this data manually is inefficient — the Robert Half Jobs Search Scraper automates extraction from search results pages, turning job listings into structured, analyzable data.

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Scraper Overview

The Robert Half Jobs Search Scraper extracts job postings from Robert Half's job search interface, capturing comprehensive details across 40+ structured fields. It is ideal for:

• Recruiters sourcing and analyzing market-available talent pools
• HR analysts benchmarking salaries and skill demands by region
• Job aggregators building multi-source job databases
• Market researchers studying staffing trends and employment patterns
• Career platform developers enriching job boards with curated listings

The scraper handles multiple search result pages efficiently, with configurable item limits and built-in error tolerance for reliable large-scale collection.

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Input Format

The scraper accepts a JSON configuration object with flexible, user-friendly parameters:

{
  "urls": [
    "https://www.roberthalf.com/us/en/jobs"
  ],
  "ignore_url_failures": true,
  "max_items_per_url": 20
}

Input Parameters

Parameter	Type	Description
urls	Array	Robert Half job search page URLs. Start with the main jobs portal or narrow to specific job categories (e.g., accounting, technology). Paste multiple URLs to collect across departments.
max_items_per_url	Integer	Maximum job listings to extract per URL (default: 20). Increase for comprehensive scrapes; lower for quick previews.
ignore_url_failures	Boolean	If true, the scraper skips failed URLs and continues the run. If false, any URL failure stops execution. Recommended: true for bulk operations.

Pro tip: Use category-specific Robert Half URLs to focus on particular industries (e.g., finance, IT, healthcare).

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Output Format

Sample output

{
  "google_job_id": "",
  "unique_job_number": "02130-0013470073-usen",
  "jobtitle": "Shift Supervisor (multiple openings)",
  "description": "<p>Robert Half is working with a respected client in the Metro West area seeking multiple Shift Supervisors to join its team. These are permanent roles, managing teams of associates, responsible for managing day-to-day shipping &amp; receiving operations. Prior supervisory experience in a fast-paced warehouse environment is required. </p><p><br></p><p>Our client is looking for both 1st and 2nd Shift Supervisors so please apply to this listing if interested and qualified for either option. You can also email your updated resume to Bill.Nichols@roberthalf. Thanks! </p>",
  "language_key": "en-US",
  "date_posted": "2026-07-14T00:00:00Z",
  "date_end": "2026-08-14T00:00:00Z",
  "date_start": "2026-08-31T00:00:00Z",
  "skills": "• At least 3 years of experience in a warehouse leadership or supervisory role.<br>• Demonstrated background managing shipping and receiving activities in a busy distribution setting.<br>• Working knowledge of warehouse operations, inventory movement, and team coordination.<br>• Ability to lead associates effectively in a fast-paced warehouse environment.<br>• Strong organizational and problem-solving skills with attention to daily operational detail.<br>• Experience supporting warehouse management processes and maintaining efficient workflows.",
  "lob_code": "RHFA",
  "functional_role": "Procurement Manager",
  "emptype": "Perm",
  "country": "US",
  "city": "Acton",
  "branch": "02130",
  "sf_jo_number": "02130-0013470073",
  "payrate_min": "60000",
  "payrate_max": "72000",
  "payrate_period": "Yearly",
  "salary_currency": "USD",
  "remote": "No",
  "relocation_paid": "No",
  "sps": "No",
  "timezones": "Eastern",
  "job_detail_url": "https://www.roberthalf.com/us/en/job/acton-ma/shift-supervisor-multiple-openings/02130-0013470073-usen",
  "stateprovince": "MA",
  "postalcode": "01720",
  "source": "Salesforce",
  "search_engine": "ZENGINE",
  "sf_jpsid": "a2FVT000008goob2AA",
  "payrate_yearly": "",
  "boiler_plate": "<p>Robert Half is the world’s first and largest specialized talent solutions firm that connects highly qualified job seekers to opportunities at great companies. We offer contract, temporary and permanent placement solutions for finance and accounting, technology, marketing and creative, legal, and administrative and customer support roles.</p>\r\n\r\n<p>Robert Half works to put you in the best position to succeed. We provide access to top jobs, competitive compensation and benefits, and free online training. Stay on top of every opportunity - whenever you choose - even on the go. <a href=\"https://www.roberthalf.com/us/en/mobile-app\" target=\"_blank\">Download the Robert Half app</a> and get 1-tap apply, notifications of AI-matched jobs, and much more.</p>\r\n\r\n<p>All applicants applying for U.S. job openings must be legally authorized to work in the United States. Benefits are available to contract/temporary professionals, including medical, vision, dental, and life and disability insurance. Hired contract/temporary professionals are also eligible to enroll in our company 401(k) plan. Visit <a href=\"https://roberthalf.gobenefits.net/\" target=\"_blank\">roberthalf.gobenefits.net</a> for more information.</p>\r\n\r\n<p>© 2025 Robert Half. An Equal Opportunity Employer. M/F/Disability/Veterans. By clicking “Apply Now,” you’re agreeing to Robert Half’s <a href=\"https://www.roberthalf.com/us/en/terms\">Terms of Use</a> and <a href=\"https://www.roberthalf.com/us/en/privacy\">Privacy Notice</a>.</p>\r\n",
  "industry": "",
  "response_email": "",
  "rh_contact_email": "",
  "salary_benefit": "",
  "title1_value": "",
  "title2_value": "",
  "file_path": "",
  "alternate_text_value": "",
  "summary": "",
  "from_url": "https://www.roberthalf.com/us/en/jobs"
}

Each job listing returns a detailed record with 40 fields covering identification, compensation, location, requirements, and metadata:

Identification & Job Details

Field	Meaning
Google Job ID	Google's standardized job identifier for aggregation
Unique Job Number	Robert Half's internal unique job ID
Job Title	Position title as displayed in search and detail pages
Description	Full HTML/plain-text job description with responsibilities and qualifications
Summary	Short job summary or abstract
Job Detail URL	Direct link to the full job posting page
Source	Data source identifier (Robert Half)

Dates & Timeline

Field	Meaning
Date Posted	When the job was published to the portal
Date Start	Expected start date for the role
Date End	Listing expiry or closing date

Compensation & Benefits

Field	Meaning
Pay Rate Min	Minimum hourly or annual salary offered
Pay Rate Max	Maximum hourly or annual salary offered
Pay Rate Period	Compensation period (hourly, yearly)
Pay Rate Yearly	Annual salary equivalent (standardized)
Salary Currency	Currency of compensation (USD, EUR, etc.)
Salary Benefit	Benefit summary or perks description

Location & Logistics

Field	Meaning
Country	Country where the role is based
City	Primary work city
State/Province	State or province code
Postal Code	ZIP or postal code for the position
Branch	Specific Robert Half office or branch
Remote	Work arrangement (on-site, hybrid, remote)
Relocation Paid	Whether relocation assistance is offered
Timezones	Acceptable working timezones for remote roles

Role Classification

Field	Meaning
Employment Type	Contract type (full-time, part-time, contract, temporary)
Functional Role	Role category (e.g., Manager, Analyst, Engineer)
LOB Code	Line of Business code (internal classification)
Industry	Industry sector (accounting, finance, IT, healthcare, etc.)
Skills	Required technical and soft skills (comma-separated or structured)

Internal Metadata

Field	Meaning
Language Key	Language of the job posting
SF JO Number	Salesforce Job Order ID
SF JPS ID	Salesforce Job Position Snapshot ID
SPS	Staffing Profile Score or recruitment classification
Response Email	Email for applicant inquiries
RH Contact Email	Recruiting contact email
Search Engine	Search method used (organic, paid, etc.)

Display & Content

Field	Meaning
Boiler Plate	Standard company description template
Title 1 Value	Primary title or certification level
Title 2 Value	Secondary title or role variant
Alternate Text Value	Alternative listing description
File Path	Data storage or export file path

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How to Use

1. Identify target URLs — Navigate to Robert Half's jobs portal and note the URLs you want to scrape (main jobs page, filtered category pages, etc.).
2. Prepare configuration — Create the JSON input with your URLs. Set max_items_per_url based on desired data volume.
3. Enable error tolerance — Keep ignore_url_failures: true for uninterrupted bulk scraping.
4. Execute the scraper — Start the run and monitor progress in the logs.
5. Export and analyze — Download results as JSON, CSV, or Excel. Load into spreadsheets, databases, or BI tools.

Best practices:

• Start with max_items_per_url: 20 to test data quality before large runs.
• Use category-filtered Robert Half URLs to collect specific job types (e.g., accounting, IT).
• Run during off-peak hours to minimize server load.
• Store results immediately to avoid data loss.

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Use Cases & Business Value

• Talent sourcing: Build candidate lists from Robert Half's curated job pool
• Salary benchmarking: Analyze compensation ranges across roles, cities, and industries
• Competitive intelligence: Track what skills Robert Half clients demand
• Job board integration: Feed structured data into custom aggregator platforms
• Market research: Identify hiring trends and emerging skill requirements

The Robert Half Jobs Search Scraper delivers ready-to-analyze data that would take weeks to collect manually, enabling faster decision-making and deeper market insights.

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Conclusion

The Robert Half Jobs Search Scraper provides a comprehensive, structured view of Robert Half's job market data. With 40+ fields capturing compensation, location, skills, and timeline details, it empowers recruiters, analysts, and researchers to unlock actionable insights at scale. Start scraping today and transform Robert Half listings into strategic business intelligence.