Stack Overflow for Medicine
The Mednet is a physician-only Q&A platform for expert answers to real world clinical questions. With medical knowledge evolving faster than ever before, theMednet addresses the gap between textbooks and real-patient experience. At theMednet, more than 1,500 expert physicians across numerous medical specialties help answer questions that go beyond textbooks and guidelines. Our platform documents undocumented medical knowledge, while making it accessible and easily searchable to all physicians. We know patients with access to experts have better outcomes. By providing physicians with relevant, up-to-date expert knowledge, their patients benefit from the best care possible.
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