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Multi-Platform Job Board Aggregator 🔍

One API call. Four job boards. Normalized data.

Extract job listings from Indeed, Glassdoor, ZipRecruiter, and LinkedIn simultaneously. Get clean, deduplicated results with salary data, requirements, and benefits automatically extracted.

Features

• 🌐 Multi-Platform: Query 4 major job boards at once
• 📊 Normalized Schema: Consistent output regardless of source
• 💰 Salary Parsing: Extracts and normalizes salary ranges
• 📋 Smart Extraction: Auto-extracts requirements and benefits
• 🔄 Deduplication: Removes duplicate listings across platforms
• 🌍 Global Coverage: Support for 7+ countries on Indeed

Use Cases

• Recruiters: Find candidates across all major platforms
• HR Tech: Power your job aggregation platform
• Market Research: Analyze hiring trends and salary data
• Job Seekers: Get comprehensive search results

Input Example

{
"searchTerm":"data scientist",
"location":"San Francisco, CA",
"sites":["indeed","glassdoor","zip_recruiter"],
"resultsPerSite":50,
"isRemote":true,
"hoursOld":72
}

Output Example

{
"id":"a1b2c3d4e5f6g7h8",
"source":"indeed",
"title":"Senior Data Scientist",
"company":"TechCorp Inc",
"location":"San Francisco, CA",
"jobType":"fulltime",
"isRemote":true,
"salaryMin":150000,
"salaryMax":200000,
"salaryPeriod":"yearly",
"currency":"USD",
"description":"We're looking for a Senior Data Scientist...",
"requirements":["5+ years experience","Python","machine learning"],
"benefits":["401k","health insurance","remote","equity"],
"postedDate":"2024-01-15",
"applyUrl":"https://indeed.com/job/...",
"experienceLevel":"senior"
}

Supported Job Sites

• Indeed - Largest job board, best coverage
• Glassdoor - Includes company ratings
• ZipRecruiter - Good for SMB jobs
• LinkedIn - Professional network jobs (rate limited)

Rate Limits & Best Practices

• LinkedIn has the strictest rate limits (~10 pages per IP)
• Indeed is the most reliable with minimal rate limiting
• Recommended: 25-50 results per site per run
• Use scheduled runs for continuous monitoring

Cost Estimate

• ~$0.10-0.25 per run for 100 jobs
• Scales with number of sites and results requested

Support

Questions? Issues? Contact support or open a GitHub issue.