Senior Machine Learning Engineer, Developer Advocacy
New
G
Grafana LabsObservability/Software
This is a fully remote position and we're considering candidates in Spain.Full-TimeSenior
SalaryEUR 82,988 - EUR 99,586
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Job Details
- Required Skills
- Machine LearningTypeScriptProduct AnalyticsData scienceGogRPCDistributed Systems
Requirements
- Experience building recommendation, ranking, search, matching, propensity, or next-best-action systems.
- Strong ability to work with simple, explainable approaches initially.
- Experience with HTTP/gRPC, streaming, and distributed systems.
- Proficiency in Go or TypeScript.
- Experience personally building, validating, monitoring, and iterating on models in a production or operational environment.
- Ability to work effectively in version-controlled codebases.
- Strong product thinking and technical communication skills.
- Ability to work with ambiguous objectives and identify sequence-based model/experiment roadmaps.
Responsibilities
- Evolve the Interactive Learning plugin's recommendation system by developing approaches to candidate selection, ranking, and sequencing.
- Build and operate a real-time recommendation service and associated feature pipelines.
- Develop, validate, version, monitor, and iterate on models used in production.
- Define recommendation quality and develop offline, online, and longitudinal performance measures.
- Integrate improvements into the existing recommender service rather than building from scratch.
- Partner with software engineers and data analysts to productionize models and ensure safe integration.
- Collaborate with Developer Advocacy, Product, and Engineering to translate needs into measurable product decisions.
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