Senior Staff Engineer - ML Inference
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Job Summary
Owning the cutting edge of machine learning, the remote Senior Staff Engineer - ML Inference will architect, optimize, and manage high-performance runtime systems to enhance ML inference for millions of merchants, driving significant cost and latency reductions.
Key responsibilities
- Architect, optimize, and own the production ML inference system for high throughput and ultra-low latency
- Leverage technologies like CUDA and TensorRT to deliver state-of-the-art performance and efficiency
- Collaborate with cross-functional teams to deploy and scale innovative ML models on the platform
Required qualifications
- Hands-on expertise in building and optimizing large-scale ML inference systems with measurable performance improvements
- Deep experience in production model serving and acceleration, particularly with GPUs
- Strong software engineering skills in Python, C++, or similar languages with a focus on distributed computing
- Proven leadership in architecting real-time inference systems handling high query volumes
- Advanced knowledge of model compression and efficient deployment strategies
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