iCIMS Jobs Scraper

This scraper pulls job listings from career sites powered by iCIMS and returns detailed job data structured for analysis, recruiting feeds, or ATS-agnostic integrations. It streamlines extraction from multiple companies’ job portals to give you clean, normalized output ready for downstream workflows.:contentReference

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Created by Bitbash, built to showcase our approach to Scraping and Automation!
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Introduction

The iCIMS Jobs Scraper connects to job boards built on the iCIMS platform and extracts full listings automatically. Instead of manually browsing each employer’s site, this tool crawls iCIMS-powered career portals, grabs job data, and normalizes it — perfect for recruiters, job-market analysts, or automation pipelines.

Why It Matters

• Aggregates jobs from many employers using iCIMS, giving a consolidated feed.
• Saves time and reduces manual effort in job harvesting.
• Produces standardized JSON output for pipelines, analytics, or feeding into a CRM or ATS.
• Supports bulk extraction at scale to power dashboards, marketplaces, or lead-gen tools.

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Features

Feature	Description
Bulk Job Scraping	Extracts job listings from multiple iCIMS-powered career sites.:contentReference
Detailed Fields	Captures a wide variety of data per job — up to ~60 fields (title, description, location, company data, etc.).:contentReference
Automated Navigations & Crawling	Handles listing pages, pagination, and detail-page scraping.:contentReference
Export-Ready JSON	Clean, normalized JSON output for easy ingestion into databases or tools.:contentReference
Scalable & Pay-Per-Result	Designed for large-scale scraping with cost efficiency.:contentReference

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What Data This Scraper Extracts

Field Name	Field Description
jobId	Unique identifier for the job posting.
title	Job title.
companyName	Employer’s name.
location	Job location (city, country, remote etc.).
description	Full job description (HTML or text).
postedDate	Date the job was posted.
employmentType	Full-time / Part-time / Contract / etc.
categories	Job categories or departments.
applicationUrl	Direct URL to apply.
requirements	Requirements, skills, or qualifications.
salaryRange	Salary or compensation range (if available).
jobUrl	URL of the job detail page.
companyData.*	Additional company metadata (industry, size, HQ, etc.) — where available.

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Example Output

[
  {
    "jobId": "123456",
    "title": "Senior Software Engineer",
    "companyName": "TechCorp Inc.",
    "location": "New York, USA",
    "description": "<p>Responsibilities include ...</p>",
    "postedDate": "2025-11-15",
    "employmentType": "Full-time",
    "categories": ["Engineering", "Software"],
    "applicationUrl": "https://careers.techcorp.com/apply/123456",
    "requirements": ["5+ years experience", "Node.js", "AWS"],
    "salaryRange": null,
    "jobUrl": "https://careers.techcorp.com/jobs/123456",
    "companyData": {
      "industry": "Software",
      "headquarters": "New York, USA"
    }
  }
]

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Directory Structure Tree

iCIMS Jobs Scraper/
├── src/
│   ├── main.js
│   ├── crawlers/
│   │   ├── listing_scraper.js
│   │   └── job_detail_scraper.js
│   ├── utils/
│   │   ├── paginator.js
│   │   └── normalizer.js
│   └── config/
│       └── settings.example.json
├── package.json
├── data/
│   └── sample_output.json
└── README.md

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Use Cases

• Recruiting Agencies aggregate open roles across multiple companies for candidate sourcing.
• HR Analysts track market demand, hiring trends, and job distribution across sectors.
• Job Boards / Marketplaces build live feeds with thousands of active job listings.
• Automation Workflows ingest job data into CRMs, ATS systems, or internal dashboards.
• SaaS Platforms power job-matching, alerts, and analytics with fresh job data.

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FAQs

Is this scraper limited to public jobs only?
Yes — it scrapes publicly accessible listings on iCIMS-powered career sites.

Can I run it for multiple companies at once?
Yes — it supports bulk scraping across many iCIMS portals in one run.:contentReference[oaicite:7]{index=7}

How many fields per job are captured?
Up to ~60 fields depending on what the job listing provides.:contentReference[oaicite:8]{index=8}

What output format is provided?
Structured JSON via Apify dataset; can be exported or converted as needed.

Does it handle pagination and retries?
Yes — the scraper manages listing pagination and implements retry logic for robustness.:contentReference[oaicite:9]{index=9}

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Performance Benchmarks and Results

Primary Metric:
Processes thousands of job listings per run with minimal overhead, ideal for large-scale data collection.:contentReference

Reliability Metric:
Maintains stable scraping across different iCIMS portals even under heavy load and structured variation.:contentReference

Efficiency Metric:
Optimized pagination and parsing logic minimize redundant requests — fast job-listing harvesting.:contentReference

Quality Metric:
Produces normalized, comprehensive job records suitable for analytics, cataloging, or integration into data systems.

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