Software Engineer, Model Inference, DeepMind
London, UK; Mountain View, CA, USA
USD 207K-300K Senior-level Full Time
Tasks
- Automate tasks and reduce redundancies
- Build performant tests for model releases
- Collaborate with research teams on modeling approaches
- Deliver serving infrastructure for ML
- Implement caching mechanisms
- Improve model release velocity
- Optimize inference backends for accelerators
- Optimize serving infrastructure performance and scale
- Profile hardware and software for performance bottlenecks
- Understand serving frameworks and preprocessing pipelines
- Use roofline analysis to optimize ML workloads
Perks/Benefits
- N/A
Skills/Tech-stack
CUDA | Caching | Distributed Systems | GPUs | Hardware acceleration | Inference | JAX | KV cache | Language Models | Large Language Models | Machine Learning | Model Serving | OpenCL | Pallas | Parallelism | Performance optimization | Preprocessing | Profiling | PyTorch | TPUs | Transformer | XLA
Education
Roles
Regions
Countries
States
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