Data Scientists & ML Engineers
Job Market Training Data for AI & ML Teams
Pre-enriched, deduplicated job market training data. Skip 6 months of pipeline building.
AI and ML teams building labor market models need high-quality, labeled training data. Canaria provides pre-enriched, deduplicated records with consistent schemas across years, eliminating months of data pipeline construction.
Common Challenges
✕6-12 months building scraping + NLP pipelines
✕Inconsistent schemas across data sources
✕Duplicate records inflating training sets
✕No ground truth labels for skills, salary, SOC
How Canaria Helps
- ✓Pre-labeled with SOC, skills, salary, seniority, work mode
- ✓Consistent schema across entire historical archive
- ✓Semantic deduplication removes training data noise
- ✓900M+ records for robust model training
Relevant Data Fields
normTitlesocnlpSkillsnlpSoftSkillssalaryAvgAnnualseniorityremotedescriptionThese are a subset of the 82 fields available in every Canaria record.
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