Performance Engineer
PDT Partnersabout 3 hours ago
New York, NY, USA
Mid Level / Senior
H1B Sponsor
Responsibilities
- Analyze and understand system performance to enhance researcher throughput and velocity.
- Focus on infrastructure/system-level efficiency across various technology layers.
- Read and understand software layers, providing suggestions for optimization.
- Free up capacity and reduce costs by improving computational efficiency.
- Support scaling of core models through efficient implementation.
- Propose and implement systems to improve performance telemetry.
- Conduct proof-of-concept evaluations and contribute to system design.
- Identify and act on optimization opportunities across the stack.
Requirements
- Strong proficiency in Linux and its associated performance engineering toolset.
- Experience with PyTorch, GPUs, and CUDA for optimization.
- Deep understanding of the hardware-software interface.
- Versatile engineering mindset with the ability to learn quickly and tackle diverse challenges.
- Skills in coding, micro-optimization, and understanding multiple programming languages.
- Ability to analyze performance beyond just heads-down optimization.
Tech Stack
LinuxPythonPyTorch
Categories
AI & MLBackend