Senior Machine Learning Engineer
Core
Senior Machine Learning Engineer applying rigorous ML to real-world problems in a secure, highly regulated environment, building in-house only for complex/niche/sensitive issues.
Role type
Senior, hands-on IC Machine Learning Engineer
Builds
High-impact, real-world ML solutions and components integrated into wider systems
Domain
Secure, highly regulated industry; Applied Mathematics & Statistics
Deliverable
production ML models
Required skills
Applied mathematics, statistics, and scientific reasoning; Python for building/evaluating/iterating ML solutions; Structured experimentation and model evaluation; Software engineering practices (readable, maintainable, tested code); Data pipeline and system integration; Pragmatic problem-solving with imperfect operational data
Preferred skills
None explicitly stated
Technologies
Python
Responsibilities
Lead end-to-end ML delivery from problem definition to iteration; Design and run structured experiments to assess model behavior and user impact; Collect, assess, and transform real-world operational data; Integrate ML components into broader production systems considering performance and reliability; Communicate complex technical ideas to non-technical stakeholders
Seniority
Senior, hands-on IC