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What Can Careerbuilder Jobs Search Query Scraper Do?

Introduction

CareerBuilder is the most trusted source for job opportunities & advice, making it one of the largest job search platforms in the United States. With millions of job postings across various industries and locations, CareerBuilder.com serves as a goldmine of employment data for recruiters, HR professionals, market researchers, and job seekers alike. However, manually collecting this vast amount of job information is time-consuming and inefficient.

The CareerBuilder Jobs Search Scraper addresses this challenge by automating the data extraction process. Whether you're conducting salary benchmarking, analyzing job market trends, or building recruitment databases, this scraper enables you to gather comprehensive job data systematically and efficiently from one of America's leading job platforms.

Overview of CareerBuilder Jobs Search Scraper

The CareerBuilder Jobs Search Scraper is a sophisticated data extraction tool designed specifically for CareerBuilder.com's job search pages. This powerful scraper navigates through job listing pages, systematically collecting detailed information about each position, including job descriptions, salary ranges, required skills, and company details.

Key advantages of this scraper include:

• High-volume data extraction: Process multiple job listing pages in a single operation
• Comprehensive data capture: Extract all essential job information including hidden details
• Proxy support: Built-in residential proxy integration to ensure reliable data collection
• Flexible configuration: Customizable retry mechanisms and item limits per URL
• Structured output: Clean, organized data ready for analysis or import into databases

Target users:

• HR professionals and recruiters seeking market intelligence
• Market researchers analyzing employment trends
• Salary benchmarking specialists
• Job aggregation services
• Business intelligence teams
• Academic researchers studying labor markets

Input and Output Details

Example url 1: https://www.careerbuilder.com/jobs?cb_apply=false&cb_veterans=false&cb_workhome=all&emp=all&jc=50&keywords=Accounting&location=&page_number=23&pay=&posted=&radius=30

Example url 2: https://www.careerbuilder.com/jobs?company_request=false&company_name=&company_id=&keywords=ac&location=Chicago%2C+IL

Example url 3: https://www.careerbuilder.com/jobs?company_request=false&company_name=&company_id=&keywords=IT+Change+Manager&location=Chicago%2C+IL&cb_workhome=all

Example Screenshot of jobs information page:

Input Format

The scraper accepts a JSON configuration that provides complete control over the extraction process:

{
  "max_retries_per_url": 2, // Maximum waiting time when accessing the links you provided.
  "proxy": { // Add a proxy to ensure that during the data collection process, you are not detected as a bot.
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL" 
    ],
    "apifyProxyCountry": "SG" // You should choose an Country that coincides with the Country you want to collect data from
  },
  "max_items_per_url": 20, // Total page you want scrape
  "urls": [ // Links to jobs list by query pages.
    "https://www.careerbuilder.com/jobs?cb_apply=false&cb_veterans=false&cb_workhome=all&emp=all&jc=50&keywords=Accounting&location=&page_number=23&pay=&posted=&radius=30",
    "https://www.careerbuilder.com/jobs?company_request=false&company_name=&company_id=&keywords=IT+Change+Manager&location=Chicago%2C+IL&cb_workhome=all",
    "https://www.careerbuilder.com/jobs?cb_apply=false&cb_veterans=false&cb_workhome=all&emp=all&jc=50&keywords=Accounting&location=&page_number=23&pay=&posted=&radius=30"
  ]
}

Input parameters explained:

• max_retries_per_url: Defines resilience against temporary connection issues or rate limiting
• proxy configuration: Residential proxies from Singapore ensure bot detection avoidance and maintain consistent access
• max_items_per_url: Controls the volume of data extracted per search page, allowing for efficient resource management
• urls array: Contains CareerBuilder job search URLs with specific filters, keywords, and pagination

NOTE

• If you are using a proxy, make sure your proxy is set to the US region to avoid being blocked.

Output Format

You get the output from the Careerbuilder Jobs Search Query Scraper stored in a tab. The following is an example of the Information Fields collected after running the Actor.

[ // List of jobs information
  {
    "id": "J3Q4DG6T8DVXTWG1B2H",
    "url": "https://www.careerbuilder.com/job/J3Q4DG6T8DVXTWG1B2H",
    "name": "Accounting Manager/Controller",
    "description": "Attain PartnersMcLean, VA (Onsite)Full-Time",
    "details": "<div class=\"col big col-mobile-full jdp-left-content\">\n<p></p><p>Attain Partners is an innovative consulting firm dedicated to disrupting the status quo to change the world and improve the lives of those we touch. From strategy to technology and everywhere in between, our experts use their unique skills to advance the important missions of education, nonprofit, healthcare, and state and local government clients.<br><br>People are at the center of all we do, and thats why we empower career growth, provide industry-leading benefits packages, encourage a flexible work environment, and foster a culture of inclusion to support the needs of our team. We share a collective passion for our mission and our people. Guided by our seven core values, The Attain Way, our vision is the foundation of our culture—to be and <em>attain</em> the best.<br><br><strong>Job Description<br><br></strong>Attain Partners is looking for an Accounting Manager to lead our corporate finance team. This individual is responsible for many aspects of general ledger-related activities focused on revenue accounting, proper application of US GAAP, various accounting transactions, monthly and quarterly close and balance sheet account reconciliations. The successful candidate will bring experience in commercial and State and Local contracts as an Accounting Manager/Controller and must be proficient with Unanet software and relevant third-party tools. We are looking for someone who has excellent problem-solving skills, is a strong communicator, thrives on process improvement, and enjoys working in a challenging, fast-paced environment to support our continued success.<br><br><strong>Job Responsibilities<br><br></strong></p><ul>\n<li>Hands-on management of month-end closing process, financial reporting, forecasting, budgeting, invoicing, A/R and A/P, including presentation of results to senior leadership with value-add quantitative and qualitative analysis</li>\n<li>Own the monthly, quarterly, and year-end processes, ensuring accuracy and timeliness</li>\n<li>Lead the company through any external reviews and audits, including, tax, financial reporting, etc.</li>\n<li>Actively promote a strong internal control environment that insists on strict compliance with all applicable laws and regulations, including US-GAAP, federal, state and local tax laws and other requirements specific to federal government contractors</li>\n<li>Develop and enforce procedures consistent with known best practices and that support all compliance efforts</li>\n<li>Serve as the in-house Unanet expert; optimize system usage across finance operations, reporting, and project accounting</li>\n<li>Establish and maintain strong internal financial controls to ensure accurate reporting</li>\n<li>Responsible for general ledger and balance sheet management</li>\n<li>Lead submission of tax with external tax accountant</li>\n<li>Perform cash management function and oversee accounts payable, accounts receivable, and payroll and bank reconciliation functions</li>\n<li>Must desire to work in a fast-paced, entrepreneurial environment with the ability to accomplish tasks both directly and through delegation and effective management of others.</li>\n<li>Prior experience with mergers and acquisitions desirable</li>\n<li>Ability to develop strong partnerships within the company and be comfortable interacting at all levels of the organization</li>\n<li>Occasional onsite work at our McLean, VA office may be required<br><br>\n</li>\n</ul><strong>Required Skills<br><br></strong><ul>\n<li>Expert knowledge of commercial and government contract accounting in accordance with GAAP</li>\n<li>Experience working with professional services firms, ideally in the public sector markets to include education, state, federal, or nonprofit</li>\n<li>Strong interpersonal and leadership skills; proven ability to mentor and develop staff</li>\n<li>Expert-level proficiency with Unanet including setup, reporting, and financial workflows</li>\n<li>Advanced skills with formulas and complex financial spreadsheets in MS Excel, word</li>\n<li>Bachelors Degree or relevant work experience<br><br>\n</li>\n</ul><strong>Additional Information<br><br></strong>Attain Partners values your mental, emotional, and physical health and wellbeing. Our comprehensive benefits package starts on your first day of employment and includes benefits such as:<br><br><ul>\n<li>Competitive health, dental, and vision coverage, HSA and FSA accounts, life and disability insurance, fertility and family planning benefits, and employee assistance and discount programs</li>\n<li>11 paid federal holidays and flexible unlimited time off (UTO)</li>\n<li>Generous 401(k) matching with immediate vesting</li>\n<li>Flexible career paths – our career tracks provide advancement, mobility, and flexibility as you continue to grow with us</li>\n<li>A healthy environment where we value unique experiences, and care about everything that makes you, you.<br><br>\n</li>\n</ul>Attain Partners is committed to fair and equitable compensation practices. Individual base salary for this position is unique to each candidate and will be commensurate with experience, education, and skills, ranging between $160,000 - $200,000. In addition to base salary, this role is eligible for an annual discretionary bonus.<br><br><em>Interested in this position but the compensation isnt quite right? Let us know your expectations, and well see if we can make it happen based on your qualifications.<br><br></em><strong>Attain Partners is an Equal Opportunity/Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to sex, race, color, religion, national origin, disability, protected Veteran status, age, or any other characteristic protected by law.<br><br></strong>Applicants have rights under Federal Employment Laws. For more Information visitEEO,EEO Poster Supplement,Family and Medical Leave Act (FMLA), andEmployee Polygraph Protection Act (EPPA).<br><br>If you are unable to complete this application due to a disability, contact this employer to ask for an accommodation or an alternative application process.<p></p><br><br><b>Seniority level</b><br><br><ul><li>\n<br><br><b>Seniority level</b><br><br>Mid-Senior level</li></ul><br><br><b>Employment type</b><br><br><ul><li>\n<br><br><b>Employment type</b><br><br>Full-time</li></ul><br><br><b>Job function</b><br><br><ul>\n<li>\n<br><br><b>Job function</b><br><br>Accounting/Auditing and Finance</li>\n<li>\n<br><br><b>Industries</b><br><br>Business Consulting and Services</li>\n</ul><p>Referrals increase your chances of interviewing at Attain Partners by 2x</p><p>Get notified about new Accounting Manager jobs in <strong>McLean, VA</strong>.</p><p>Falls Church, VA $90,000.00-$120,000.00 4 months ago</p><p>Washington DC-Baltimore Area $175,000.00-$185,000.00 2 weeks ago</p><p>Washington DC-Baltimore Area $130,000.00-$140,000.00 3 days ago</p><br><br><b>Accounting Manager - IFRS (Mostly Remote)</b><br><br><p>Washington DC-Baltimore Area $125,000.00-$162,000.00 6 days ago</p><p>Washington, DC $120,000.00-$150,000.00 1 day ago</p><p>Washington, DC $110,000.00-$135,000.00 3 days ago</p><p>Arlington, VA $110,000.00-$135,000.00 3 weeks ago</p><br><br><b>Senior Accounting Manager, Corporate Finance (Remote Role – US Markets)</b><br><br><b>Sr Project Manager - Finance (100% Remote)</b><br><br><b>Department of the Army Financial Management Specialists</b><br><br><p>District of Columbia, United States 1 week ago</p><p>District of Columbia, United States 1 day ago</p><p>Falls Church, VA $28.00-$45.00 2 months ago</p><br><br><b>Senior Accountant - 100% Remote for DMV Candidates</b><br><br><p>Silver Spring, MD $70,000.00-$77,000.00 1 day ago</p><p>Washington, DC $70,000.00-$90,000.00 3 days ago</p><p>Bethesda, MD $90,000.00-$130,000.00 3 days ago</p><p>Washington, DC $90,000.00-$130,000.00 8 hours ago</p><p>Washington, DC $50,000.00-$75,000.00 2 weeks ago</p><p>Leesburg, VA $115,000.00-$150,000.00 3 days ago</p><p>Washington, DC $120,000.00-$170,000.00 1 week ago</p><p>We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.</p><p></p><br><br><b>J-18808-Ljbffr</b><br><br>\n<div class=\"bloc jdp-required-skills\">\n<h3 class=\"dark-blue-text pb\">Recommended Skills</h3>\n<ul class=\"pl0 no-marker\">\n<li class=\"check-bubble\">Accounts Payable</li>\n<li class=\"check-bubble\">Accounts Receivable</li>\n<li class=\"check-bubble\">Auditing</li>\n<li class=\"check-bubble\">Business Process Improvement</li>\n<li class=\"check-bubble\">Cash Management</li>\n<li class=\"check-bubble\">Communication</li>\n</ul>\n</div>\n\n</div>",
    "salary": "Derived Salary: $160000 - $200000/Year",
    "recommend_skills": [
      "Accounts Payable",
      "Accounts Receivable",
      "Auditing",
      "Business Process Improvement",
      "Cash Management",
      "Communication"
    ],
    "from_url": "https://www.careerbuilder.com/jobs?cb_apply=false&cb_veterans=false&cb_workhome=all&emp=all&jc=50&keywords=Accounting&location=&page_number=23&pay=&posted=&radius=30"
  }, // ... Many other jobs details
]

Field explanations and business value:

• ID: Unique identifier for each job posting, essential for database management and preventing duplicate entries during data processing
• URL: Direct link to the complete job posting, enabling quick access for detailed review or application tracking
• Name: The official job title, crucial for role categorization, salary benchmarking, and trend analysis
• Description: Complete job description containing responsibilities, requirements, and company information - invaluable for content analysis and job matching algorithms
• Details: Structured employment details including job type (full-time, part-time), location preferences, experience requirements, and certifications - critical for filtering and candidate matching
• Salary: Compensation information including salary ranges, hourly rates, or compensation packages - essential for market analysis and competitive positioning
• Recommend Skills: Key skills and qualifications mentioned in the posting, perfect for skills gap analysis, training program development, and candidate assessment criteria

Usage Instructions

Step 1: Prepare Your Search URLs Navigate to CareerBuilder.com and perform your desired job searches. Copy the URLs from search result pages, ensuring they include your specific filters (keywords, location, salary range, job type).

Step 2: Configure Your Input Customize the JSON input parameters based on your requirements. For large-scale extraction, increase max_items_per_url. For international searches, adjust the proxy country to match your target region.

Step 3: Execute the Scraper Run the scraper with your configured input. The tool will systematically process each URL, handling pagination and potential blocking automatically.

Best Practices:

• Batch processing: Limit to 50-100 URLs per run to avoid overwhelming the target website
• Proxy rotation: Use residential proxies matching your target geographic region
• Rate limiting: Space out large extraction jobs to maintain consistent access
• Data validation: Always verify sample outputs before processing large datasets

Common troubleshooting:

• If you encounter empty results, verify that your URLs are accessible and contain job listings
• For timeout errors, reduce max_items_per_url or increase max_retries_per_url
• Regional blocking can be resolved by adjusting the proxy country setting

Benefits and Applications

Time Efficiency: Manual data collection from CareerBuilder can take hours or days for comprehensive market research. This scraper reduces extraction time by over 95%, allowing you to focus on data analysis rather than collection.

Practical Applications:

• Salary benchmarking: Compare compensation packages across industries, locations, and experience levels
• Market trend analysis: Track job demand fluctuations, emerging skill requirements, and industry growth patterns
• Competitive intelligence: Monitor competitor hiring patterns, job requirements, and compensation strategies
• Talent pipeline development: Identify skill gaps in the market and develop targeted recruitment strategies
• Academic research: Gather data for labor market studies, economic research, and employment trend analysis

Business Value: Organizations using this scraper typically report 60-80% improvement in market research efficiency, enabling more data-driven HR decisions and competitive positioning strategies.

Conclusion

The CareerBuilder Jobs Search Scraper transforms manual job data collection into an automated, efficient process. By providing comprehensive, structured data extraction from one of America's largest job platforms, this tool empowers businesses and researchers to make informed decisions based on real-time market intelligence.

Ready to streamline your job market research? Start extracting valuable employment data from CareerBuilder today and gain the competitive insights your organization needs.

Related Actors

• Careerbuilder Jobs Details Scraper: Your comprehensive tool for extracting valuable jobs information from Careerbuilder extensive directory platform.

Your feedback

We are always working to improve Actors' performance. So, if you have any technical feedback about Careerbuilder Jobs Search Query Scraper or simply found a bug, please create an issue on the Actor's Issues tab in Apify Console.