Indeed Scraper

Our Indeed scraper automatically extracts job listings published on Indeed.com. Structured data, ready to use, delivered in JSON.

Inputs

• Search keywords (e.g., "python developer", "data engineer")
• Location (city, region, country)
• Filters: contract type, minimum salary, publication date, remote work
• Number of results needed

Extracted Data (output)

For each job listing, the Indeed scraper extracts:

• Job title and direct link to the listing
• Company: name, rating, number of reviews
• Full location (city, region, remote status)
• Salary (when available): range, type (hourly, monthly, annual)
• Contract type: permanent, fixed-term, temporary, freelance, internship
• Full job description in plain text
• Publication date and listing age
• Benefits listed by the employer
• Metadata: unique identifier, taxonomy, source

Anti-Bot Protection Bypass

Indeed is one of the most protected websites in the world. Our scraper handles:

• Cloudflare: automatic challenge resolution
• TLS fingerprinting: Chrome impersonation via curl_cffi (JA3/JA4 fingerprint identical to a real browser)
• Consistent HTTP headers: Sec-Fetch-*, Accept-Language, dynamic Referer
• Residential proxy rotation to avoid IP blocks
• Authenticated pagination: access to all results (not just the first page)

Read our full technical article on scraping Indeed in 2026

Feed Your AI Agents & LLMs with Indeed Data

Indeed data structured in JSON is directly usable by your autonomous agents and LLMs:

• Power a job market monitoring agent that analyzes trends in real time
• Build a smart HR assistant that compares listings and recommends top candidates
• Train your models on fresh salary data by sector and geography
• Create RAG pipelines enriched with job descriptions for candidate/job matching

Use Cases

• HR monitoring & job market analysis: track listings posted by competitors and identify hiring trends
• Salary studies: analyze compensation by role, sector and region
• Sourcing & market intelligence: detect hiring companies and in-demand skills
• Job aggregation: centralize Indeed listings in your job board or ATS
• Academic research: build employment datasets for economic analysis