Overview
Remote
Depends on Experience
Contract - Independent
Contract - W2
Contract - 12 Month(s)
No Travel Required
Skills
ML engineer
Job Details
Hello Associate,
Hope you are doing great,
Below positions is with Direct Client, Please share resumes
ML Engineer
Cupertino, CA
12+ Months
We are seeking an experienced ML Engineer with hands-on CUDA SDK experience to join our team in enhancing, porting and validating PyTorch-based Large Language Models (LLMs) using CUDA SDK APIs. The successful candidate will be responsible for extending, replacing and debugging the underlying CUDA code to ensure seamless functionality on company-specific AI processors.
Key Responsibilities
- Enhance, port and validate PyTorch-based LLMs on company-specific AI processors using CUDA SDK APIs
- Debug and troubleshoot issues related to CUDA code integration with PyTorch models
- Extend and modify CUDA code to optimize performance on company-specific AI processors
- Replace existing CUDA code with custom implementations to meet specific requirements
- Collaborate with cross-functional teams to ensure successful integration of LLMs with company-specific AI processors
- Develop and maintain validation frameworks and tools for PyTorch-based LLMs
- Analyze and optimize the performance of LLMs on company-specific AI processors
Requirements
- Bachelor's or Master's degree in Computer Science, Electrical Engineering, or related fields
- Strong experience with CUDA programming and PyTorch framework
- In-depth knowledge of deep learning models, particularly Large Language Models (LLMs)
- Proficiency in C++ and Python programming languages
- Experience with debugging and troubleshooting complex software issues
- Excellent problem-solving skills and attention to detail
- Strong communication and collaboration skills
Nice to Have
- Experience with AI processor architecture and design
- Knowledge of other deep learning frameworks, such as TensorFlow
- Performance Tuning - Profile and tune GPU kernels for speed, memory usage, and scalability.
Personal Attributes
- Passion for high-performance computing and AI/ML innovation
- Strong problem-solving and analytical skills.
- Excellent communication and teamwork abilities.
- Self-motivated, with a drive to push boundaries and deliver results.
Thanks & Regards,
Rahul.B
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