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Monster Jobs Scraper

JOBSLEAD GENERATION
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Monster Jobs Scraper

Scrape job listings from Monster.com by keyword and location. Extracts job title, company, salary, location, employment type, date posted, and more. Supports US and international markets including UK, Canada, Australia, Germany, France, and others.

Features

  • Search by keyword and location across Monster.com
  • Filter by employment type (full-time, part-time, contract, internship)
  • Filter by date posted (today, past week, past month)
  • Filter by search radius (5–100 miles)
  • Extracts salary ranges, company logos, remote status, and job URLs
  • Supports 12 country markets (US, UK, CA, AU, DE, FR, NL, BE, AT, CH, NZ, IE)

Usage

Provide a keyword and optionally a location to search for jobs. All fields except keyword and location are optional.

{
  "keyword": "software engineer",
  "location": "New York",
  "country": "us",
  "maxItems": 50
}

Filter by employment type

{
  "keyword": "data analyst",
  "location": "Austin, TX",
  "employmentType": "fulltime",
  "maxItems": 25
}

Filter by date posted

{
  "keyword": "nurse",
  "location": "Chicago",
  "datePosted": "week",
  "maxItems": 30
}

UK market

{
  "keyword": "project manager",
  "location": "London",
  "country": "gb",
  "maxItems": 20
}

Input Parameters

Parameter Type Default Description
keyword String software engineer Job title or keywords to search for
location String New York City, state, or region
country Select us Country market: us, gb, ca, au, de, fr, nl, be, at, ch, nz, ie
employmentType Select (all) Filter by type: fulltime, parttime, contractor, intern
datePosted Select (all time) Filter by recency: today, week, month
radius Select 20 Search radius in miles: 5, 10, 20, 50, 100
maxItems Integer 10 Maximum number of job listings to scrape

Output Schema

Each record contains:

Field Type Description
jobId String Unique Monster job ID (UUID)
title String Job title
company String Employer name
location String Job location (city, state)
country String Country code used in the search
salary String Salary or pay range (e.g. "$160,000-$185,000 / year")
employmentType String Employment type badge from the job card
datePosted String Recency label (e.g. "2 days ago")
description String Job description (null on listing pages)
applyUrl String Monster.com job URL for applying
jobUrl String Monster.com job listing URL
isRemote Boolean True if location indicates remote work
companyLogoUrl String URL of the company logo image
isNew Boolean True if the job is marked New on Monster
isPromoted Boolean True if the listing is a sponsored/promoted result
scrapedAt String ISO 8601 timestamp of when the record was scraped

Notes

  • Monster.com shows approximately 18 jobs per search page. Pagination continues automatically until maxItems is reached.
  • The salary field is extracted from Monster's pay tag when available — many listings do not display salary.
  • The description field is not populated on search results pages. Monster loads descriptions client-side after a user clicks. To get full descriptions, implement a second-pass fetch against each jobUrl.
  • Remote jobs are detected from the location text (e.g. "Remote", "Work from Home").
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