Senior ML Applied Scientist
Core
Build scalable ML models for enterprise security products serving hundreds of millions of users.
Role type
Senior IC ML Applied Scientist
Builds
Scalable ML models for security products
Domain
Cyber security / Machine Learning
Deliverable
production ML models
Required skills
Large-scale ML modeling, Real-time ML, Incremental learning, Online learning, Large-scale categorical data handling, ML fundamentals (bias-variance, loss functions, metrics), Technical specification translation, Code debugging
Preferred skills
Math (linear algebra, probability, statistics), Distributed systems engineering, Infrastructure integration
Technologies
None explicitly listed
Responsibilities
Build ML models scaling to millions of requests per second, Translate business requirements into technical specifications, Develop and debug models under memory/compute constraints, Mentor ML research engineers, Iterate quickly on product deployment, Write maintainable and tested code, Participate in architecture design sessions, Provide input to research roadmap
