Senior Machine Learning Engineer
Core
Building an interactive, personalized recommendation system for an in-product learning experience that helps users discover guides, actions, and product features within the Grafana observability platform.
Role type
Senior IC applied product data scientist (recommendation systems)
Builds
Real-time recommendation service and interactive learning plugin for the Grafana Cloud platform
Domain
SaaS observability + personalization/recommendation systems
Deliverable
production ML models
Required skills
recommendation/ranking/search systems, distributed systems, model training & serving, feature pipelines, experimentation design, product thinking, technical communication
Preferred skills
content/education/onboarding recommendations, SaaS telemetry, warehouse-scale behavioral data, sequence models, contextual bandits, open source development
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
