Alchemy
https://www.alchemyai.devAI-powered image analysis for life sciences
Alchemy automates image analysis for life science researchers who spend hours every day turning images into useful numerical data, often manually. Through a combination of our customized pipeline tailored to the researcher's needs and our suite of ML models, we've helped labs reduce analysis time by over 90%, while enabling analyses that were previously impossible. All a researcher has to do is upload their images, describe what you need in plain language, and our agents help assemble your tailored analysis pipeline, selects the right models for your specific images, and lets you verify every step before exporting reproducible, publication-ready results.
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