OmniAI
https://getomni.aiAutomate document workflows
Omni turns documents, slide decks, websites and more into the data you need. You'll never need to copy + paste data into spreadsheets again. - Connect to a database or document store. We support Snowflake, Postgres, Google Drive, S3 and more. - Transform your data - Define type safe schemas to run against your unstructured data. We’ll run those models against your data, and keep your warehouse in sync as new rows/fields are added/deleted. - Query with SQL - All the transformed data stays in your warehouse. Surface this data in your product, or analyze with your existing BI tools.
Total Open and Closed Positions
Total open positions, and positions newly closed since the previous update
Department Headcount Over Time
Open positions per department · top 6 at any point in the window
Newly Opened and Closed Positions
Position Churn Rate
Positions closed within 14 days of opening · a high rate suggests posting instability — duplicates, pulled listings, or roles filled through internal or off-market channels
Time-to-Fill Distribution
Days from open to close · closed positions only
Salary Trend Over Time
Monthly median base salary · USD · annualized · p25/p75 dashed
Salary Range by Department
Employment Type
Technical vs. Non-technical
Open positions · by department
Top Roles by Department
Seniority Mix
Derived from job title keywords
Equity Range by Department
Top Skills
Top Tech Stacks
Skills Trend
Change in share of postings · recent 3 months vs. prior 3 months
Tech Stack Evolution
Positions opened per month · top 5 technologies