Revolutionizing the Transportation of Goods
Staff Software Engineer, ML Acceleration
Location
Pennsylvania
Posted
64 days ago
Salary
0
Seniority
Lead
Job Description
Staff Software Engineer, ML Acceleration
Stack AV
• Analyze ML models to identify and resolve performance bottlenecks. • Incorporate OSS tools to enable ML engineers self-sufficiently profile and optimize models. • Deliver solutions to streamline model deployment across various hardware platforms. • Collaborate with ML researchers to balance model accuracy and speed. • Implement optimizations using CUDA, Triton, and custom kernels. • Promote Engineering Excellence: Maintain a high bar for engineering excellence in their own work but also set a culture of engineering excellence within the team.
Job Requirements
- Education: Bachelor’s or Master’s degree in Computer Science, Engineering, or a related field
- Experience: 5+ years of experience (including experience with GPU programming and optimization)
- Technical Skills:
- Strong programming skills in C++ and Python
- Proven experience in GPU programming and optimization
- Familiarity with deep learning frameworks, especially PyTorch
- CUDA programming
- Triton language for GPU kernels
- PyTorch optimization techniques
- TensorRT implementation
- ONNX model conversion and deployment
- Custom GPU kernel development
- Deep understanding of GPU architectures and performance optimization
- Problem-Solving: Strong analytical and problem-solving skills
- Communication: Excellent verbal and written communication skills, with the ability to convey complex technical concepts to non-technical stakeholders
- Autonomous vehicles (AV) experience is a bonus.
Benefits
- Equal opportunity workplace
- Culture of inclusion
- Entrepreneurship and innovation
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