Intern supporting AI transformation at BMW Group's GenAI Self - Service Platform. Contributing to efficiency and compliance in a project environment with an international development team.
About the role
- AI Kernel Engineer developing efficient AI kernels/operators for Quadric's neural processing unit. Analyze and optimize kernel performance across various hardware configurations.
Responsibilities
- Develop AI/LLM kernels/operators on Quadric platform for efficient inference
- Optimize the kernel performance for different hardware configurations and workloads
- Profile and analyze kernel performance in terms of compute, data and parallelism; identify micro-architecture and software bottlenecks and provide optimization solutions
- Optimize kernel C/C++ codes, maximize hardware utilization
- Make Improvement to Quadric toolchain, compiler and runtime
- Provide technical support and documents to customers and developer community
Requirements
- Bachelor’s or Master’s in Computer Science and/or Electric Engineering.
- 5+ years of experience in AI kernel development and optimization
- experience with model and kernel inference performance profiling
- experience with at least one of the following compute development: CUDA, DSP, NEON, Triton-lang
- Proficiency in C/C++ and Python, experience with assembly language a plus
- Demonstrate good capability in problem solving, debug and communication
Benefits
- Health Care Plan (Medical, Dental & Vision)
- Retirement Plan (401k, IRA)
- Life Insurance (Basic, Voluntary & AD&D)
- Paid Time Off (Vacation, Sick & Public Holidays)
- Family Leave (Maternity, Paternity)
- Short Term & Long Term Disability
- Training & Development
- Work From Home
- Free Food & Snacks
- Stock Option Plan
Job title
Job type
Experience level
Salary
Not specified
Degree requirement
Tech skills
Location requirements
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