AI Performance Optimization Engineer

United States - Remote R

USD 100K-150K Mid-level Full Time

@ B...

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Found 1d ago

Tasks

Build benchmark suites and regression frameworks
Collaborate with ML and platform teams to apply best practices
Document performance tuning playbooks and share results
Drive compiler level optimizations with Triton XLA TorchInductor or TVM
Evaluate new hardware and software offerings and advise on adoption
Identify and eliminate bottlenecks in data loading compute communication and memory
Implement and tune quantization sparsity and pruning
Optimize AI training and inference pipelines for throughput latency and cost
Optimize KV cache continuous batching and speculative decoding for LLM serving
Optimize data pipeline sharding strategies and storage access patterns
Optimize distributed training using tensor parallelism pipeline parallelism FSDP and ZeRO style sharding
Tune attention implementations with FlashAttention and paged attention

Perks/Benefits

Skills/Tech-stack

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AI Performance Optimization Engineer

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