Monster | Search | Details | Scraper (PPE) (Richest Output)
by memo23
Automatically scrape and structure Monster.com job listings for recruitment analytics. Get clean data on titles, companies, salaries, locations, and apply links.
Opens on Apify.com
About Monster | Search | Details | Scraper (PPE) (Richest Output)
Need to pull structured job data from Monster.com for recruitment analysis or market research? This scraper is what I use. It reliably extracts the complete job listing details you actually need, like job titles, company info, and salary ranges, but goes further by grabbing the raw HTML description and normalizing location data into a clean, consistent format. That last bit is a huge time-saver for geo-analysis. You get the full picture: posting dates, employment types (full-time, contract, etc.), and direct apply URLs. Having the job ID is crucial for tracking specific listings over time. I've used this output for building competitive intelligence dashboards and sourcing pipelines, where having standardized location and salary data directly in a dataset eliminates hours of manual cleanup. It runs on Apify's platform, so you can schedule it or pipe the data straight into your own systems without managing infrastructure. If you're tired of piecing together job market insights from inconsistent sources, this gives you a clean, automated feed from one of the largest job boards.
What does this actor do?
Monster | Search | Details | Scraper (PPE) (Richest Output) is a web scraping and automation tool available on the Apify platform. It's designed to help you extract data and automate tasks efficiently in the cloud.
Key Features
- Cloud-based execution - no local setup required
- Scalable infrastructure for large-scale operations
- API access for integration with your applications
- Built-in proxy rotation and anti-blocking measures
- Scheduled runs and webhooks for automation
How to Use
- Click "Try This Actor" to open it on Apify
- Create a free Apify account if you don't have one
- Configure the input parameters as needed
- Run the actor and download your results
Documentation
Monster.com Job Scraper
Overview
This actor scrapes job listings from Monster.com. It extracts structured data from search result pages and individual job detail pages, suitable for building job intelligence pipelines, market research, or enriching recruiting platforms. It handles pagination and can process multiple URLs concurrently.
Key Features
- Dual Scraping Modes: Scrape from search result pages (by keyword/location) or directly from specific job detail URLs.
- Comprehensive Data Extraction: Captures job titles, companies, locations, full descriptions, posting dates, and application details.
- Automatic Pagination: Processes all pages of a search result automatically.
- Efficient Operation: Built-in concurrency, retry logic, and proxy support for reliable, large-scale runs.
- Structured Output: Exports clean data in JSON or CSV format.
How to Use
Configure the actor with a list of Monster.com URLs. It accepts two primary input types:
-
Search Result URLs: Provide a Monster search URL. The actor will scrape all job cards from the results and automatically paginate.
- Example:
https://www.monster.com/jobs/search?q=developer&where=Boston%2C+MA&page=1&so=m.h.sh
- Example:
-
Individual Job Detail URLs: Provide direct links to specific job postings for detailed scraping.
- Example:
https://www.monster.com/job-openings/salesforce-developer-financial-services-cloud-boston-ma--a5e6ee28-df6e-4e50-8d2a-8f448178aade?sid=7c845d6c-ea96-4f27-bd4c-3111c939ced1
- Example:
You can run it via the Apify Console, API, or SDK. Configure concurrency and request settings based on your scale requirements.
Input/Output
Input: A list of Monster.com URLs (search results or job details) provided via the actor's input configuration.
Output: The dataset contains structured job records. Each record includes fields such as:
* jobId, title, company, location
* jobDescription, salarySnippet, benefits
* postedDate, applyType, jobUrl
* companyWebsite, recruiterContact (when available)
Data is available in the Apify dataset storage and can be downloaded as JSON, CSV, or accessed via API for integration into analytics or CRM systems.
Categories
Common Use Cases
Market Research
Gather competitive intelligence and market data
Lead Generation
Extract contact information for sales outreach
Price Monitoring
Track competitor pricing and product changes
Content Aggregation
Collect and organize content from multiple sources
Ready to Get Started?
Try Monster | Search | Details | Scraper (PPE) (Richest Output) now on Apify. Free tier available with no credit card required.
Start Free TrialActor Information
- Developer
- memo23
- Pricing
- Paid
- Total Runs
- 740
- Active Users
- 21
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