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Machine Learning Platform Engineer

A1 · London

2 months ago

HybridFull_timeml infrastructuremodel servingdistributed systems

Workplace

Hybrid

Employment

Full_time

Location

London

Posted

2 months ago

Summary

The machine learning platform engineer will build and operate the infrastructure powering A1's ai products, spanning training, evaluation, deployment, inference, and observability. The role focuses on reliable, scalable, and cost-efficient production systems for model serving, ml pipelines, and experimentation.

Responsibilities

  • Build and operate ml infrastructure platforms
  • Design training evaluation deployment systems
  • Optimise high-throughput low-latency model serving
  • Develop data and model release pipelines
  • Build evaluation and benchmarking infrastructure
  • Implement observability monitoring tracing and alerting
  • Identify bottlenecks and improve stack performance
pythonpytorchjaxvllmsglangtensorrt-llm
ml infrastructuremodel servingdistributed systemsml pipelinesllm evaluationgpu computing