Senior ML GPU Optimization Engineer
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Remote Ukraine, Ukraine C/C++ Cross Industry Solutions 28/05/2024 Req. VR-105403 Project description Our R&D team is focused on creating the most…...
Remote Ukraine, Ukraine
C/C++
Cross Industry Solutions
05/06/2024
Req. VR-105403
Project description
Our R&D team is focused on creating the most effective engine for deploying generative AI models, with efforts ranging from precise GPU kernel fine-tuning to comprehensive system optimizations.
Were looking for an expert level engineer with a strong background in either CUDA, ROCm, or Triton kernel optimization. Your role will involve leading substantial improvements in GPU performance and playing a key role in pioneering AI and machine learning initiatives.
Explore and analyze performance bottlenecks in ML training and inference.
Develop and optimize high-performance computing kernels in Triton, CUDA, and/or ROCm.
Implement programming solutions in C/C++ and Python.
Deep dive into GPU performance optimizations to maximize efficiency and speed.
Collaborate with the team to extend and improve existing machine learning compilers or frameworks such as MLIR, Pytorch, Tensorflow, ONNX Runtime, TensorRT. (This is optional but beneficial)
SkillsMust have
Bachelors, Master’s or PhD’s degree in Computer Science, Electrical Engineering, or a related field.
Strong programming skills in C/C++.
Deep understanding and experience in GPU performance optimizations.
Proven experience with kernel optimizations on CUDA, ROCm, or other accelerators.
Nice to have
General experience with the training and deployment of ML models
Experience with distributed systems development or distributed ML workloads
Good programming skills in Python.
Experience with innovative OSS projects like FlashAttention, mlc-llm, vllm.
Experience with machine learning compilers or frameworks such as TVM, MLIR, Pytorch, Tensorflow, ONNX Runtime, TensorRT.
OtherLanguages
English: C1 Advanced
Seniority
Senior
Information :
- Company : Eurasia Foundation
- Position : Senior ML GPU Optimization Engineer
- Location : Украина
- Country : UA
How to Submit an Application:
After reading and knowing the criteria and minimum requirements for qualifications that have been explained from the Senior ML GPU Optimization Engineer job info - Eurasia Foundation Украина above, thus jobseekers who feel they have not met the requirements including education, age, etc. and really feel interested in the latest job vacancies Senior ML GPU Optimization Engineer job info - Eurasia Foundation Украина in 28-05-2024 above, should as soon as possible complete and compile a job application file such as a job application letter, CV or curriculum vitae, FC diploma and transcripts and other supplements as described above, in order to register and take part in the admission selection for new employees in the company referred to, sent via the Next Page link below.
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Post Date : 28-05-2024
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