Machine Learning Platform Engineer
A1 · London
2 months ago
HybridFull_timeml infrastructuremodel servingdistributed systems
2 months ago
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
