Knowlify
https://knowlify.netConvert textual content into explainer videos in < 15s
Everyone loves the way 3Blue1Brown explains complex ideas. Now imagine having that same level of clarity for any topic, tailored to each learner’s needs. That’s what we’re building at Knowlify. Current use cases: - Researchers turn dense papers into clear, digestible explanations - Textbook publishers help students grasp challenging concepts - Universities produce high-quality content while cutting costs by 90% - Corporations keep teams sharp and up to date on the latest technologies With Knowlify, the possibilities for learning are limitless.
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