
Wafer
https://www.wafer.aiOptimized AI Inference. Custom Built for Your Stack.
Host AI models on custom infrastructure optimized for time-sensitive applications. Custom Trained Models, Dedicated Infrastructure, and Protected Data. We provide scalable compute, optimized inference engines, intelligent routing and autoscaling, real-time observability, and kernel-level performance optimizations, with strict SLAs and white-glove support. Herdora's long-term bet is maximizing intelligence per watt. AI is clearly going to be everywhere. The constraint won't be what models can do, but how much intelligence we can afford to run. Most companies waste enormous compute running inference inefficiently. They use the wrong models, bad serving stacks, and infrastructure that wasn't built for their actual workload. We focus on serving enterprises that need the best performance and reliability in the world while keeping control and visibility.
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