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Senior ML Engineer (AI Research/ Portability)

Nebius · London

2 months ago

Not specifiedmodel routingagent interoperabilityretrieval and memory systems

Workplace

Not specified

Location

London

Posted

2 months ago

Summary

Senior ML Engineer role in Nebius AI R&D focused on portable agent systems, model routing, evaluation, memory, interoperability, and robust research software. The role combines applied research with production engineering across models, providers, and agent runtimes; the working arrangement and specific role location are not stated.

Responsibilities

  • Design and evaluate per-turn model routers
  • Develop portable provider and protocol abstractions
  • Define versioned schemas and execution contracts
  • Build and validate cross-harness agent skills
  • Research portable memory and context systems
  • Create benchmarks and evaluation protocols
  • Implement reproducible research software and infrastructure
pythontypescriptgorustmachine learninglarge language modelsstatistical decision-makingmodel routingrecommender systemsagent systemsretrieval systemsmemory architecturesmodel evaluationdistributed systemsapi designdata schemasmcpvector searchknowledge graphstemporal datamixture-of-expertsfunction callingtool executionteacher-student distillationreinforcement learningpreference learningreward modelingsecure authenticationsandboxingprivacy-preserving telemetryci/cd
model routingagent interoperabilityretrieval and memory systemsmachine learning evaluationdistributed systemsai infrastructure