Senior Machine Learning Engineer
Core
Building an interactive, personalized recommendation system for Grafana's in-product learning experience to guide users toward guides, actions, and product features.
Role type
Senior IC machine learning engineer (recommendation systems)
Builds
Real-time recommendation service for user onboarding and product discovery within the Grafana platform
Domain
SaaS observability platform / User experience personalization
Deliverable
production ML models
Required skills
Recommendation and personalization science, distributed systems, applied model ownership, technical communication
Preferred skills
Content/education recommendation, SaaS telemetry, warehouse-scale behavioral data, sequence models, contextual bandits
Technologies
HTTP/gRPC, streaming, Go, TypeScript
Responsibilities
Evolve the recommendation system with personalized candidate selection and ranking; build and operate real-time recommendation services; define and monitor recommendation quality metrics; partner with engineers to productionize models; collaborate on metric definitions and experiment analysis
Seniority
Senior, hands-on IC
