Linum
https://www.linum.aitype text, dream video
Linum builds state-of-the-art text-to-video diffusion models. Over the next ten years, we’re going to witness a shift in animation, tv, and film similar to what we’ve seen with YouTube - where most content will be generated by everyday people. At Linum, we’re using AI to build the tools that will enable this transition. Linum was founded by Sahil Chopra and Manu Chopra - two brothers with 10 years of AI experience. Sahil co-wrote Stanford’s graduate-course on LLMs (Large Language Models). Manu trained RL (Reinforcement Learning) models for anesthesia administration at UCSF. Sign up for our beta at https://www.linum.ai/
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