Text / Financial Services
Natural Language Processing (NLP) Data | Data Records of 486M+ Multi-Source Job Postings | 80+ Data Fields
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Overview
Natural Language Processing (NLP) Data | Data Records of 486M+ Multi-Source Job Postings | 80+ Data Fields is a text dataset. Typical applications include LLM pre-training. Relevant sectors: Financial Services, Education, AI & Machine Learning and Science & Research. It is offered as a paid dataset; pricing details are provided on request.
Primary applications
Access 486M+ job postings aggregated from multiple sources, including job boards, company career pages, and ATS platforms. A large-scale, structured text corpus for Natural Language Processing (NLP) Data and Machine Learning (ML) Data workflows, delivered through a Jobs API and refreshed daily. What you can access: ➡️ Job Postings Data: titles, descriptions, location, requirements, seniority, and role details, delivered as clean, deduplicated text primed for NLP and ML pipelines ➡️ Job Market Data: hiring demand across roles, skills, and regions, with change tracking to monitor shifts over time ➡️ Web Scraping Data at scale: continuous discovery across leading B2B sources, so you skip building and maintaining your own crawlers ➡️ Jobs API built for effortless search and enrichment, featuring natural language search and a no-code playground for instant data exploration ➡️ Flexible delivery: .CSV, JSONL, JSON, and Parquet formats, with multiple update frequencies and delivery methods to fit your pipeline Coverage & scale: ➡️ 486M+ job postings records, each with 80+ data fields ➡️ Global coverage across all countries and regions, with slicing by region and territory ➡️ Historical records dating back to 2020 (6+ years of depth) ➡️ Daily data updates with change-tracking fields and continuous discovery ➡️ Available as datasets or via API, plus integrations (Snowflake, Databricks, Google Cloud, Azure, n8n, MCP, Amazon S3, and more) Use cases: ✅ For AI, NLP & ML teams Use job posti
Technical specifications
- Modalities
- Text
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- Language
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- Volume
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- Domain
- Financial Services +3
- Use case
- LLM pre-training
USD 49
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