HR Tech Product Managers
Job Market Data for HR Tech Platforms
Add salary benchmarking and skills intelligence to your platform without building ML
HR tech companies building ATS, talent marketplaces, or workforce planning tools need enriched job data to power features like salary benchmarking, skills gap analysis, and talent matching. Building these models internally costs $500K+ and 12+ months.
Common Challenges
✕Building salary prediction models from scratch
✕Curating a skills taxonomy manually
✕Maintaining SOC/ONET classification accuracy
✕Deduplicating job postings across sources
How Canaria Helps
- ✓Salary predictions with MAPE <15% ready to embed
- ✓37,000+ skills taxonomy with certifications and soft skills
- ✓SOC codes assigned using title + description context
- ✓Semantic deduplication at 56% avg rate
Relevant Data Fields
salaryAvgAnnualsalaryMinAnnualsalaryMaxAnnualnlpSkillsnlpCertificationssocsocTitlesenioritynormTitleThese are a subset of the 82 fields available in every Canaria record.
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