ByteDance Machine Learning Engineerの求人を掲載した · 2 時間前
Alibaba シンガポールでAIリサーチ職を募集開始した · 6 時間前
Spotify パーソナライゼーションモデル向けに採用中 · 1 日前
How model training with job data works
TheirStack delivers job, company and technology datasets with postings back to 2021 as files, so you train, fine-tune and evaluate your models on structured job ads.
Download
Download the history as files
TheirStack delivers its job, company and technology datasets as Parquet or CSV files through S3, with postings back to 2021.
- Datasets
- Parquet or CSV through S3
- Postings back to 2021
Training rows
ByteDanceMachine Learning Engineer, senior, PyTorch2024AlibabaAI Research Scientist, staff, JAX2023SpotifyMachine Learning Engineer, mid level, TensorFlow2022ByteDanceMachine Learning Engineer, senior, PyTorch2024AlibabaAI Research Scientist, staff, JAX2023SpotifyMachine Learning Engineer, mid level, TensorFlow2022Label
Use the structured fields as labels
TheirStack gives each job description its title, seniority, location, salary when stated and the technologies it mentions, ready to use as labels.
- Job data fields
- Seniority and salary per job
- Technologies found in the text
Labelled rows
ByteDanceMachine Learning Engineer, PyTorchSeniorAlibabaAI Research Scientist, JAXStaffSpotifyMachine Learning Engineer, TensorFlowMid levelUpdate
Add new postings when you retrain
TheirStack adds new files every day or hour, including the jobs that have since closed, so each training run starts from current data.
- New files every day or hour
- Closed jobs kept in the history
- Company and technology datasets too
Files since your last run
ByteDanceMachine Learning Engineer, new postingTodayAlibabaResearch Scientist, closedTodaySpotifyData Scientist, new postingYesterday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.
求人情報と企業データでモデル学習を強化：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_country_code_or": ["US"], "posted_at_max_age_days": 730 }'
Claude
ChatGPT
Cursor
VS Code
Windsurf
Cline
OpenCode
Gemini
Hermes
OpenClaw
Clay
n8n
Make
Zapier
Databar
Salesforce
HubSpot
Attio
Pipedrive
Apollo
Instantly
ContactOut