Senior Machine Learning Engineer
Core
Building and operating production ML infrastructure (feature stores, model serving, monitoring) to enable data teams to build and deploy models responsibly.
Role type
Senior IC Machine Learning Engineer (MLOps/Infrastructure)
Builds
Shared feature store, drift monitoring systems, consolidated model deployment pipelines
Domain
FinTech / Consumer Finance / MLOps
Deliverable
infrastructure
Required skills
Python, AWS, Databricks, MLOps tooling, feature store design, model serving, drift monitoring, system architecture, cross-functional collaboration
Preferred skills
Experience building infrastructure from scratch, autonomy in tool selection, scientific rigor in engineering decisions
Technologies
Python, AWS, Databricks
Responsibilities
Design and roll out a shared feature store for safe experimentation; implement drift monitoring to catch model degradation; consolidate deployment tooling into a reliable pipeline; establish processes and standards for the ML function
Seniority
Senior, hands-on IC