Buildkite is seeking a Staff ML Engineer to lead the technical strategy for machine learning within their Test Engine team. The role involves defining and implementing predictive test selection models, managing the ML architecture, and ensuring operational efficiency. The ideal candidate will have strong expertise in ML systems and a hands-on approach to engineering challenges
Job Summary
This role involves defining the technical strategy for machine learning within the Test Engine team to build predictive models for test selection.
The successful candidate will lead the end-to-end design of ML architecture, from feature engineering to serving infrastructure and feedback loops.
Buildkite's platform is trusted by leading engineering teams shipping software to over 1 billion daily users, offering a high-impact environment.
Matching Summary
Match Score: 85
Buildkite is seeking a Staff ML Engineer to lead the technical strategy for machine learning within their Test Engine team. The role involves defining and implementing predictive test selection models, managing the ML architecture, and ensuring operational efficiency. The ideal candidate will have strong expertise in ML systems and a hands-on approach to engineering challenges.
Skills & Requirements
Must-have
Python proficiency for production ML systems
ML infrastructure design at scale
Data processing with Spark or Flink
Deep SQL expertise
AWS cloud and Kubernetes experience
End-to-end model deployment ownership
Nice-to-have
Experience with classification and ranking problems