RandstadUSA.com Job Scraper

How it works

This actor allows you to scrape job listings from Randstad USA (https://www.randstadusa.com/jobs/) and extract important details such as job title, company, location, salary, industry, skills, qualifications, and other relevant data. The scraper is designed to help you gather comprehensive data on job vacancies posted by Randstad in the United States, which can be useful for job market research, recruitment, or analyzing employment trends across different states and cities.

Features

• Flexible URL-Based Search: Simply provide RandstadUSA.com search URLs with your desired filters
• Advanced Filtering Support: The scraper automatically handles all RandstadUSA.com URL parameters including:
  • Keyword Search: Search for specific job titles or keywords (e.g., q-development, q-sales)
  • Location: Filter jobs by state/region and city (e.g., new-york/new-york)
  • Distance: Filter by distance in miles from location (e.g., mi-25, mi-50)
  • Specialism: Filter by job specialism/industry (e.g., s-pareto, s-randstad-manufacturing-and-logistics)
  • Job Category: Filter by job category/occupation (e.g., r-legal-occupations, r-production-occupations)
  • Job Type: Filter by employment type (e.g., t-permanent,temporary,temp-to-perm,contract)
  • Remote Work: Filter for remote positions (use remote keyword in URL)
• Rich Data Extraction: Extracts comprehensive job information including:
  • Complete job details from the API response
  • Salary information (min/max, currency, compensation type)
  • Location details with coordinates (latitude/longitude)
  • Enhanced job data with AI-powered skillset extraction
  • Contact information and application URLs
  • Industry categories and SIC codes
• Direct Job Detail URLs: Can scrape individual job posting pages directly

How to Use

1. Set Up: Ensure you have an Apify account and access to the Apify platform.
2. Get Search URLs: Go to Randstad USA and apply your desired filters (keyword, location, distance, specialism, etc.). Copy the resulting URL(s).
3. Configure Input: Add your RandstadUSA.com search URLs to the startUrls array in the actor input.
4. Configure Proxy Settings: (Optional) For enhanced reliability, configure proxy settings.
5. Run the Scraper: Execute the scraper and obtain the extracted data in your preferred format, such as JSON, CSV, Excel, or others as supported by Apify.

Input Data

Here's an example of how to set up a job search:

{
    "startUrls": [
        "https://www.randstadusa.com/jobs/q-development/new-york/new-york/mi-25/",
        "https://www.randstadusa.com/jobs/q-sales/r-legal-occupations/s-pareto/t-permanent,temporary,temp-to-perm,contract/",
        "https://www.randstadusa.com/jobs/q-development/remote/new-york/new-york/mi-25/",
        "https://www.randstadusa.com/jobs/q-development/r-production-occupations/s-randstad-manufacturing-and-logistics/new-york/new-york/mi-25/t-permanent,temporary/",
        "https://www.randstadusa.com/jobs/saas-tech-sales-representative/68f4fd53c63b2d0697316fca/"
    ],
    "maxItems": 100,
    "maxConcurrency": 50,
    "minConcurrency": 1,
    "maxRequestRetries": 100,
    "proxy": {
        "useApifyProxy": true,
        "apifyProxyGroups": ["RESIDENTIAL"]
    }
}

Input Options

Required Parameters

• Start URLs (startUrls): Array of RandstadUSA.com URLs to scrape. Can include:
  • Search result pages with filters: https://www.randstadusa.com/jobs/q-development/new-york/new-york/mi-25/
  • Direct job detail pages: https://www.randstadusa.com/jobs/saas-tech-sales-representative/68f4fd53c63b2d0697316fca/

URL Filter Parameters

When creating search URLs on RandstadUSA.com, you can use the following filter parameters in the URL path:

• Keyword (q-{keyword}): Search keyword (e.g., 'q-development', 'q-sales', 'q-engineer')
• Region/State: State or region name (e.g., 'new-york', 'california', 'texas')
• City: City name (e.g., 'new-york', 'los-angeles', 'houston')
• Distance (mi-{miles}): Distance in miles from location (e.g., 'mi-25', 'mi-50', 'mi-100')
• Specialism (s-{specialism}): Job specialism/division (e.g., 's-pareto', 's-randstad-manufacturing-and-logistics')
• Job Category (r-{category}): Job category/occupation (e.g., 'r-legal-occupations', 'r-production-occupations')
• Job Types (t-{types}): Employment types as comma-separated list (e.g., 't-permanent,temporary,temp-to-perm,contract')
• Remote: Remote work filter (use 'remote' keyword in URL path)

Example URL formats:

• With location and distance: /jobs/q-development/new-york/new-york/mi-25/
• With job category and specialism: /jobs/q-sales/r-legal-occupations/s-pareto/t-permanent,temporary,temp-to-perm,contract/
• Remote jobs: /jobs/q-development/remote/new-york/new-york/mi-25/
• Complex filters: /jobs/q-development/r-production-occupations/s-randstad-manufacturing-and-logistics/new-york/new-york/mi-25/t-permanent,temporary/

Scraper Configuration

• Max Items (maxItems): Maximum number of job listings that will be scraped. Default is 20.
• Max Concurrency (maxConcurrency): Maximum number of pages that can be processed at the same time. Default is 50.
• Min Concurrency (minConcurrency): Minimum number of pages that will be processed at the same time. Default is 1.
• Max Request Retries (maxRequestRetries): Number of times the scraper will retry a failed request before giving up. Default is 100.
• Proxy Configuration (proxy): Specifies proxy servers that will be used by the scraper to hide its origin, ensuring greater reliability and anonymity. For more details, see the Proxy configuration.

Output Structure

The output data typically includes:

{
  "vacancyNumber": "68f4fd53c63b2d0697316fca",
  "salary": {},
  "hiringOrganization": {},
  "jobLocation": {},
  "sections": {},
  "dataLayer": {
      "annualSalary": {}
  },
  "metadata": {
      "metaDescription": "Explore jobs in 68f4fd53c63b2d0697316fca, saas-tech-sales-representative with Randstad. We have jobs, including temporary and permanent positions to help you reach your career goals. Apply today!",
      "canonicalUrl": "https://www.randstadusa.com/jobs/saas-tech-sales-representative/68f4fd53c63b2d0697316fca/"
  },
  "url": "https://www.randstadusa.com/jobs/saas-tech-sales-representative/68f4fd53c63b2d0697316fca/",
  "basicInfo": {
      "id": "68f4fd53c63b2d0697316fca",
      "title": "SaaS Tech Sales Representative",
      "titleAutoSuggest": {
          "input": [
              "saas tech sales representative"
          ],
          "contexts": {
              "lobName": [
                  "Pareto"
              ]
          }
      },
      "description": "SaaS Tech Sales RepresentativeOur client works with some of the biggest names in retail, healthcare, and technology to provide them with world-class technology to transform their business! This is a great opportunity to join a rapidly growing business and gain tech experience. This role is for candidates that have some experience within Sales, specifically for a SaaS enterprise.For over 20 years, this company has been advising PE firms, providing them with",
      "summary": "<p>SaaS Tech Sales Representative</p><p>Our client works with some of the biggest names in retail, healthcare, and technology to provide them with world-class technology to transform their business! This is a great opportunity to join a rapidly growing business and gain tech experience. This role is for candidates that have some experience within Sales, specifically for a SaaS enterprise.</p><p>For over 20 years, this company has been advising PE firms, providing them with best in class strategy using technologies they have developed over the last few decades. They've redefined their industry, with multi-award winning software that is relied upon by over 15,000 firms worldwide.</p><p>Responsibilities:</p><ul><li>Use multiple methods of outreach to engage with customers</li><li>Create strong relationships with clients by utilizing a friendly and confident phone presence</li><li>Gain a solid understanding of the company's value proposition and how they can assist client needs</li><li>Undertake research when it comes to mapping existing accounts, identifying customer pain points and potential areas of additional growth</li></ul><p>Perks:</p><ul><li>A basic salary of $55,000</li><li>$70,000 total earnings with all commission included</li><li>Medical insurance contributions</li><li>401k contributions</li><li>Unlimited PTO</li><li>Lucrative bonus/incentive schemes</li><li>Regular socials and fun nights out</li><li>Great opportunities for progression within the company</li></ul><p>Qualifications:</p><ul><li>Educated to degree level (full Bachelor's only)</li><li>Strong communication and writing skills</li></ul><p>Equal Opportunity Employer: Race, Color, Religion, Sex, Sexual Orientation, Gender Identity, National Origin, Age, Genetic Information, Disability, Protected Veteran Status, or any other legally protected group status.</p><p>At Pareto - A Randstad company, we welcome people of all abilities and want to ensure that our hiring and interview process meets the needs of all applicants. If you require a reasonable accommodation to make your application or interview experience a great one, please contact applicant @ paretolaw.com.</p><p>Pay offered to a successful candidate will be based on several factors including the candidate's education, work experience, work location, specific job duties, certifications, etc.</p><p>Applications accepted on an ongoing basis until filled.</p>",
      "type": "Permanent",
      "createdDate": 1760886099242,
      "modifiedDate": 1760886099240,
      "opCoName": "Pareto",
      "lobId": 312,
      "lobName": "Pareto",
      "lobAcronym": "pl",
      "atsReference": "PR-1408221:NY:VV_1758547287",
      "isInternal": null,
      "isRemote": false,
      "quantity": 0,
      "startDate": 1758547346000,
      "modelSEnhanced": {
          "descriptionEnhanced": "saas tech sales representative ..  saas tech sales representative our client works with some of the biggest names in retail healthcare and technology to provide them with world class technology to transform their business ..  this is a great opportunity to join a rapidly growing business and gain tech experience ..  this role is for candidates that have some experience within sales specifically for a saas enterprise ..  for over 20 years this company has been advising pe firms providing them with best in class strategy using technologies they have developed over the last few decades ..  they 've redefined their industry with multi award winning software that is relied upon by over 15 firms worldwide ..  responsibilities : use multiple methods of outreach to engage with customers create strong relationships with clients by utilizing a friendly and confident phone presence gain a solid understanding of the company 's value proposition and how they can assist client needs undertake research when it comes to mapping existing accounts identifying customer pain points and potential areas of additional growth perks : a basic salary of # x24 ; 55 # x24 ; 70 total earnings with all commission included medical insurance contributions k contributions unlimited pto lucrative bonus incentive schemes regular socials and fun nights out great opportunities for progression within the company qualifications : educated to degree level full bachelor 's only strong communication and writing skills equal opportunity employer : race color religion sex sexual orientation gender identity national origin age genetic information disability protected veteran status or any other legally protected group status ..  at pareto a randstad company we welcome people of all abilities and want to ensure that our hiring and interview process meets the needs of all applicants ..  if you require a reasonable accommodation to make your application or interview experience a great one please contact applicant @ paretolaw ..  pay offered to a successful candidate will be based on several factors including the candidate 's education work experience work location specific job duties certifications etc ..  applications accepted on an ongoing basis until filled .. technician sales representative representative saa sale tech saas technician sales representative healthcare retail representative big business saa sale tech transform names class biggest saas technology technician join business tech grow rapidly gain specifically saa enterprise sale saas sales decades technologies last firms firm develop advise strategy class pe technology decade advising developed worldwide relied firms firm win rely software redefined award redefine  phone 70 method research areas relationship gain clients write socials identity comes account social #x24 level progression medical x24 total confident protect bachelor pain incentive educate come communication mapping value contributions schemes educated perk methods commission identifying outreach 55 lucrative accounts earnings relationships customer writing insurance customers points point presence k degree proposition scheme perks engage growth map welcome process pareto meets accommodation application paretolaw  duty factors offered factor base accepted applications filled accept application.",
          "topicModelParameters": [
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          ],
          "skillset": [
              "Technician",
              "Sales/Marketing",
              "Customer Service",
              "Recruiting",
              "Cloud",
              "Software",
              "Writing",
              "Medical",
              "Healthcare",
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              "Interviewing"
          ],
          "cbsa": "New York-Newark-Jersey City, NY-NJ-PA",
          "geopoint": "40.71453,-74.00869",
          "title2": "SaaS Tech Sales Representative",
          "normcity": "New York",
          "normstate": "NY",
          "tags": [
              "Technician",
              "Sales and Marketing",
              "Call Center/Customer Service",
              "Recruiters",
              "User Interface Design and Implementation",
              "Web Content and Digital Marketing",
              "Writers and Editors",
              "Office Assistants/Receptionists/Clerks",
              "Accounts Payable/Receivable/Clerical",
              "Software Testing (QA)",
              "Communications/Public Relations",
              "Information Technology Project Managers",
              "Market Research and Product Marketing",
              "Credit, Risk, Fraud, Collections",
              "Supply Chain, Procurement, and Logistics",
              "Sales and Marketing",
              "Database, Networking, Cloud, and OS Tools"
          ]
      },
      "expireDate": 1760911200000,
      "salary": {
          "type": "per year",
          "currency": "2",
          "min": 55000,
          "max": 70000,
          "fixed": null
      },
      "jobLocation": {
          "address1": "New York City",
          "city": "New York",
          "state": "New York",
          "stateAbbreviation": "NY",
          "latitude": 40.71453,
          "longitude": -74.00869,
          "contactName": "Pareto (Randstad)",
          "contactPhone": "null",
          "contactEmail": "sburtenshaw.70997.13533@randstadpareto.aplitrak.com",
          "address2": null,
          "postalCode": null
      },
      "officeLocation": {
          "address1": "null",
          "city": "null",
          "postalCode": "null",
          "contactName": "Pareto (Randstad)",
          "phone": "null",
          "email": "sburtenshaw.70997.13533@randstadpareto.aplitrak.com"
      },
      "detailsUrl": "https://www.aplitrak.com/?adid=c2J1cnRlbnNoYXcuNzA5OTcuMTM1MzNAcmFuZHN0YWRwYXJldG8uYXBsaXRyYWsuY29t",
      "applyUrl": "https://www.aplitrak.com/?adid=c2J1cnRlbnNoYXcuNzA5OTcuMTM1MzNAcmFuZHN0YWRwYXJldG8uYXBsaXRyYWsuY29t",
      "industries": [
          "Public Administration"
      ],
      "sicCode": [
          "92"
      ],
      "categories": [
          "Legal Occupations"
      ],
      "categoryCode": [
          "23"
      ],
      "educationRequirements": [
          "Bachelor Degree"
      ],
      "experienceRequirements": [
          "null"
      ],
      "qualifications": [
          "null"
      ],
      "skills": [
          null
      ],
      "responsibilities": [
          "null"
      ],
      "workHours": [
          "Full-Time"
      ],
      "benefits": [
          "null"
      ],
      "audit": [
          {
              "action": "INSERT",
              "details": "",
              "auditDate": 1760886099242
          },
          {
              "action": "ENHANCE",
              "details": "com.rusapi.jobsearch.domain.ModelSEnhanced@68184a7c[Onet=<null>,cbsa=New York-Newark-Jersey City, NY-NJ-PA,cleanedtitle=<null>,descriptionEnhanced=saas tech sales representative ..  saas tech sales representative our client works with some of the biggest names in retail healthcare and technology to provide them with world class technology to transform their business ..  this is a great opportunity to join a rapidly growing business and gain tech experience ..  this role is for candidates that have some experience within sales specifically for a saas enterprise ..  for over 20 years this company has been advising pe firms providing them with best in class strategy using technologies they have developed over the last few decades ..  they 've redefined their industry with multi award winning software that is relied upon by over 15 firms worldwide ..  responsibilities : use multiple methods of outreach to engage with customers create strong relationships with clients by utilizing a friendly and confident phone presence gain a solid understanding of the company 's value proposition and how they can assist client needs undertake research when it comes to mapping existing accounts identifying customer pain points and potential areas of additional growth perks : a basic salary of # x24 ; 55 # x24 ; 70 total earnings with all commission included medical insurance contributions k contributions unlimited pto lucrative bonus incentive schemes regular socials and fun nights out great opportunities for progression within the company qualifications : educated to degree level full bachelor 's only strong communication and writing skills equal opportunity employer : race color religion sex sexual orientation gender identity national origin age genetic information disability protected veteran status or any other legally protected group status ..  at pareto a randstad company we welcome people of all abilities and want to ensure that our hiring and interview process meets the needs of all applicants ..  if you require a reasonable accommodation to make your application or interview experience a great one please contact applicant @ paretolaw ..  pay offered to a successful candidate will be based on several factors including the candidate 's education work experience work location specific job duties certifications etc ..  applications accepted on an ongoing basis until filled .. technician sales representative representative saa sale tech saas technician sales representative healthcare retail representative big business saa sale tech transform names class biggest saas technology technician join business tech grow rapidly gain specifically saa enterprise sale saas sales decades technologies last firms firm develop advise strategy class pe technology decade advising developed worldwide relied firms firm win rely software redefined award redefine  phone 70 method research areas relationship gain clients write socials identity comes account social #x24 level progression medical x24 total confident protect bachelor pain incentive educate come communication mapping value contributions schemes educated perk methods commission identifying outreach 55 lucrative accounts earnings relationships customer writing insurance customers points point presence k degree proposition scheme perks engage growth map welcome process pareto meets accommodation application paretolaw  duty factors offered factor base accepted applications filled accept application.,geopoint=40.71453,-74.00869,normalizedPay=<null>,normcity=New York,normstate=NY,skillset=[Technician, Sales/Marketing, Customer Service, Recruiting, Cloud, Software, Writing, Medical, Healthcare, Insurance, Research, Retail, Interviewing],tags=[Technician, Sales and Marketing, Call Center/Customer Service, Recruiters, User Interface Design and Implementation, Web Content and Digital Marketing, Writers and Editors, Office Assistants/Receptionists/Clerks, Accounts Payable/Receivable/Clerical, Software Testing (QA), Communications/Public Relations, Information Technology Project Managers, Market Research and Product Marketing, Credit, Risk, Fraud, Collections, Supply Chain, Procurement, and Logistics, Sales and Marketing, Database, Networking, Cloud, and OS Tools],title2=SaaS Tech Sales Representative,topicModelParameters=[1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0, 9.0, 10.0, 11.0, 12.0, 13.0, 14.0, 15.0, 16.0, 17.0, 18.0, 19.0, 20.0, 21.0, 22.0, 23.0, 24.0, 25.0, 26.0, 27.0, 28.0, 29.0, 30.0, 31.0, 32.0, 33.0, 34.0, 35.0, 36.0, 37.0, 38.0, 39.0, 40.0, 41.0, 42.0, 43.0, 44.0, 45.0, 46.0, 47.0, 48.0, 49.0, 50.0, 51.0, 52.0, 53.0, 54.0, 55.0, 56.0, 57.0, 58.0, 59.0, 60.0, 61.0, 62.0, 63.0, 64.0, 65.0, 66.0, 67.0, 68.0, 69.0, 70.0, 71.0, 72.0, 73.0, 74.0, 75.0, 76.0, 77.0, 78.0, 79.0, 80.0, 81.0, 82.0, 83.0, 84.0, 85.0, 86.0, 87.0, 88.0, 89.0, 90.0, 91.0, 92.0, 93.0, 94.0, 95.0, 96.0, 97.0, 98.0, 99.0, 100.0, 101.0, 102.0, 103.0, 104.0, 105.0, 106.0, 107.0, 108.0, 109.0, 110.0, 111.0, 112.0, 113.0, 114.0, 115.0, 116.0, 117.0, 118.0, 119.0, 120.0, 121.0, 122.0, 123.0, 124.0, 125.0, 126.0, 127.0, 128.0, 129.0, 130.0, 131.0, 132.0, 133.0, 134.0, 135.0, 136.0, 137.0, 138.0, 139.0, 140.0, 141.0, 142.0, 143.0, 144.0, 145.0, 146.0, 147.0, 148.0, 149.0, 150.0, 151.0, 152.0, 153.0, 154.0, 155.0, 156.0, 157.0, 158.0, 159.0, 160.0, 161.0, 162.0, 163.0, 164.0, 165.0, 166.0, 167.0, 168.0, 169.0, 170.0, 171.0, 172.0, 173.0, 174.0, 175.0, 176.0, 177.0, 178.0, 179.0, 180.0, 181.0, 182.0, 183.0, 184.0, 185.0, 186.0, 187.0, 188.0, 189.0, 190.0, 191.0, 192.0, 193.0, 194.0, 195.0, 196.0, 197.0, 198.0, 199.0, 200.0, 201.0, 202.0, 203.0, 204.0, 205.0, 206.0, 207.0, 208.0, 209.0, 210.0, 211.0, 212.0, 213.0, 214.0, 215.0, 216.0, 217.0, 218.0, 219.0, 220.0, 221.0, 222.0, 223.0, 224.0, 225.0, 226.0, 227.0, 228.0, 229.0, 230.0, 231.0, 232.0, 233.0, 234.0, 235.0, 236.0, 237.0, 238.0, 239.0, 240.0, 241.0, 242.0, 243.0, 244.0, 245.0, 246.0, 247.0, 248.0, 249.0, 250.0, 251.0, 252.0, 253.0, 254.0, 255.0, 256.0, 257.0, 258.0, 259.0, 260.0, 261.0, 262.0, 263.0, 264.0, 265.0, 266.0, 267.0, 268.0, 269.0, 270.0]]",
              "auditDate": 1760886102196
          }
      ],
      "location": {
          "lat": 40.71453,
          "lon": -74.00869
      },
      "employmentType": "Full-Time",
      "jobReference": null,
      "isDeleted": null,
      "deletedDate": null,
      "incentives": []
  }
}

Output Fields Explanation

Main Job Information

• vacancyNumber: Unique vacancy reference ID for the job posting (e.g., "68f4fd53c63b2d0697316fca").
• url: Direct URL to the job posting on RandstadUSA.com (e.g., "https://www.randstadusa.com/jobs/saas-tech-sales-representative/68f4fd53c63b2d0697316fca/").
• metadata: Object containing SEO and page metadata:
  • metaDescription: SEO meta description of the job.
  • canonicalUrl: Canonical URL of the job posting.

Basic Information (from API)

• basicInfo: Object containing complete job data from RandstadUSA API:
  • id: Unique job identifier (e.g., "68f4fd53c63b2d0697316fca").
  • title: Job title (e.g., "SaaS Tech Sales Representative").
  • description: Brief job description (truncated).
  • summary: Full HTML-formatted job description with responsibilities, requirements, and benefits.
  • type: Employment type (e.g., "Permanent", "Contract", "Temporary", "Temp to Perm").
  • createdDate: Unix timestamp when job was created.
  • modifiedDate: Unix timestamp when job was last modified.
  • expireDate: Unix timestamp when job posting expires.
  • opCoName: Operating company name (e.g., "Pareto", "Randstad Digital").
  • lobId: Line of business ID.
  • lobName: Line of business name (e.g., "Pareto", "Randstad Digital").
  • lobAcronym: Line of business acronym (e.g., "pl", "rd").
  • atsReference: Applicant tracking system reference (e.g., "PR-1408221:NY:VV_1758547287").
  • isInternal: Whether the job is internal only.
  • isRemote: Whether the job is remote.
  • quantity: Number of positions available.
  • startDate: Unix timestamp for job start date.

Salary Information

• basicInfo.salary: Object containing detailed salary information:
  • type: Compensation period (e.g., "per year", "per hour").
  • currency: Currency code ("2" for USD).
  • min: Minimum salary amount (e.g., 55000).
  • max: Maximum salary amount (e.g., 70000).
  • fixed: Fixed salary amount (if applicable).

Job Location

• basicInfo.jobLocation: Object with detailed work location information:
  • address1: Primary address (e.g., "New York City").
  • city: City name (e.g., "New York").
  • state: Full state name (e.g., "New York").
  • stateAbbreviation: State abbreviation (e.g., "NY").
  • latitude: Geographic latitude coordinate (e.g., 40.71453).
  • longitude: Geographic longitude coordinate (e.g., -74.00869).
  • contactName: Contact name for the position.
  • contactPhone: Contact phone number.
  • contactEmail: Contact email address.
  • address2: Secondary address line (if applicable).
  • postalCode: ZIP code (if applicable).

Office Location

• basicInfo.officeLocation: Object with Randstad office information:
  • address1: Office address.
  • city: Office city.
  • postalCode: Office ZIP code.
  • contactName: Office contact name.
  • phone: Office phone number.
  • email: Office email address.

Application Information

• basicInfo.detailsUrl: Direct URL to view job details on external ATS.
• basicInfo.applyUrl: Direct URL to apply for the job.
• basicInfo.employmentType: Employment type (e.g., "Full-Time", "Part-Time").

Industry and Categories

• basicInfo.industries: Array of industry classifications (e.g., ["Public Administration"]).
• basicInfo.sicCode: Array of SIC (Standard Industrial Classification) codes (e.g., ["92"]).
• basicInfo.categories: Array of job categories (e.g., ["Legal Occupations"]).
• basicInfo.categoryCode: Array of category codes (e.g., ["23"]).

Requirements and Qualifications

• basicInfo.educationRequirements: Array of education requirements (e.g., ["Bachelor Degree"]).
• basicInfo.experienceRequirements: Array of experience requirements.
• basicInfo.qualifications: Array of required qualifications.
• basicInfo.skills: Array of required skills.
• basicInfo.responsibilities: Array of job responsibilities.
• basicInfo.workHours: Array of work hour types (e.g., ["Full-Time"]).
• basicInfo.benefits: Array of job benefits.

Enhanced Data (AI-Powered)

• basicInfo.modelSEnhanced: Object containing AI-enhanced job data:
  • descriptionEnhanced: Processed and normalized job description text.
  • skillset: Array of extracted skills (e.g., ["Technician", "Sales/Marketing", "Customer Service"]).
  • tags: Array of detailed job tags and categories.
  • cbsa: Core-Based Statistical Area (e.g., "New York-Newark-Jersey City, NY-NJ-PA").
  • geopoint: Geographic coordinates as string (e.g., "40.71453,-74.00869").
  • normcity: Normalized city name (e.g., "New York").
  • normstate: Normalized state abbreviation (e.g., "NY").
  • title2: Alternative/normalized job title.
  • topicModelParameters: Array of topic modeling parameters for job classification.

Audit Trail

• basicInfo.audit: Array of audit records tracking job posting changes:
  • action: Action type (e.g., "INSERT", "ENHANCE").
  • details: Details of the action performed.
  • auditDate: Unix timestamp of the action.

Additional Fields

• basicInfo.location: Object with lat/lon coordinates.
• basicInfo.jobReference: Job reference number (if applicable).
• basicInfo.isDeleted: Whether the job has been deleted.
• basicInfo.deletedDate: Deletion date (if applicable).
• basicInfo.incentives: Array of job incentives.

Explore More Scrapers

If you found this RandstadUSA.com Job Scraper useful, be sure to check out our other powerful scrapers and actors at memo23's Apify profile. We offer a wide range of tools to enhance your web scraping and automation needs across various platforms and use cases.

Support

• For issues or feature requests, please use the Issues section of this actor.
• If you need customization or have questions, feel free to contact the author:
  • Author's website: https://muhamed-didovic.github.io/
  • Email: muhamed.didovic@gmail.com

Additional Services

• Request customization or whole dataset: muhamed.didovic@gmail.com
• If you need anything else scraped, or this actor customized, email: muhamed.didovic@gmail.com
• For API services of this scraper (no Apify fee, just usage fee for the API), contact: muhamed.didovic@gmail.com
• Email: muhamed.didovic@gmail.com