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How salary benchmarking from job postings works
TheirStack turns job postings into salary benchmarks: pull the postings for a role and a market, keep the ones that publish a salary, and compare posted pay by city and seniority, with every salary converted to annual USD.
Pull
Pull the postings for one role and market
TheirStack finds every posting for a role in the places you study, with a title filter that matches each way employers write it.
- Job title and title pattern filters
- History back to 2021
- Bulk files for large studies
Filter
Keep the postings that publish a salary
TheirStack captures salary only where the source publishes it, converts it to annual USD and tags each posting with its seniority.
- Salaries converted from 50+ currencies
- Seniority from junior to C-level
- Salary range as a minimum and maximum
Postings with a salary
Benchmark
Compare posted pay by city and level
TheirStack gives you each posting's minimum and maximum annual salary, so you compute medians by city and seniority in your sheet or warehouse.
- Minimum and maximum salary in USD
- Export to CSV or Excel
- Or a jobs dataset in CSV or Parquet
Median posted salary, Data Engineer
- Munich$84k
- Frankfurt$80k
- Berlin$76k
- Hamburg$72k
活用方法を学ぶ
- ドキュメント
Datasets
Access complete jobs, closed jobs, technographics, and company datasets — delivered as Parquet or CSV, with historical coverage and daily or hourly updates via S3.
実際の求人から賃金と採用動向を測定:AIアシスタント、自動化、CRMとの連携
TheirStackは、すでにご利用中のAIアシスタント、自動化ツール、CRMと連携します。MCPサーバー経由でClaudeやChatGPTに問い合わせたり、Webhookで新しい一致をClay、n8n、Make、Zapierに送信したり、SalesforceやHubSpotにリードを作成したりできます。
AIアシスタント
Claude、ChatGPT、Cursor、または任意のMCPクライアントに、TheirStackのMCPサーバー経由で求人情報、企業、テックスタックを検索させることができます。
MCPサーバー
https://api.theirstack.com/mcp自動化
TheirStackは、条件に一致する新しい企業を見つけ次第、Webhookで自動化プラットフォームへ送信し、そこからCRMや営業ツールへ連携します。
このユースケースを自分のコードから実行する
curl -X POST https://api.theirstack.com/v1/jobs/search \ -H "Authorization: Bearer YOUR_API_KEY" \ -H "Content-Type: application/json" \ -d '{ "job_title_or": ["Data Engineer"], "job_country_code_or": ["DE"], "posted_at_max_age_days": 90 }'
Hermes
OpenClaw
Clay
n8n
Make
Zapier
Databar
Salesforce
HubSpot
Attio
Pipedrive
Apollo
Instantly
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