Quant & Alternative Data Analysts
Labor Market Data for Investment Professionals
Hiring velocity as an economic leading indicator with SOC-level granularity
Hedge funds and investment firms use job posting data as alternative economic indicators. Hiring velocity, salary trends, and skills demand shifts provide early signals of company health and sector momentum that traditional financial data misses.
Common Challenges
✕Finding clean, deduplicated hiring signals at company level
✕SOC-level granularity for sector analysis
✕Historical data for backtesting models
✕Noisy data from raw aggregators inflating job counts
How Canaria Helps
- ✓Canonical job entities with first-seen/last-seen timestamps
- ✓6-digit SOC codes for precise occupational analysis
- ✓Historical archive from 2022 with daily updates
- ✓56% dedup rate removes noise from hiring signals
Relevant Data Fields
socsocTitlecompanyNamecompanyIndustrysalaryAvgAnnualcorrectDateremotefinalStateThese are a subset of the 82 fields available in every Canaria record.
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