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Urgent! MTS - Deep/Machine Learning Software Engineer Job Opening In Bengaluru – Now Hiring Confidential

MTS Deep/Machine Learning Software Engineer



Job description

Strong technical and analytical skills in C++/Python AI development in a Linux environment.

Ability to work as part of a team, while also being able to work independently, define goals and scope and lead your own development effort.

KEY RESPONSIBILITIES:

  • Enable and optimize key AI models (LLM, Vision, MultiModal, etc.) on AMD GPUs
  • Optimize AI frameworks like PyTorch, TensorFlow, etc.

    on AMD GPUs in upstream open-source repositories
  • Collaborate and interact with internal GPU library teams to analyze and optimize training and inference for AI
  • Work with open-source framework maintainers to understand their requirements and have your code changes integrated upstream
  • Optimize GPU kernels, understand and drive AI operator performance (GEMM, Attention, etc.) with specialized teams
  • Work in a distributed computing setting to optimize for both scale-up (multi-GPU) and scale-out (multi-node) systems
  • Apply your knowledge of software engineering best practices

PREFERRED EXPERIENCE:

  • Knowledge of GPU computing (HIP, CUDA, OpenCL)
  • AI model experience or knowledge - Natural Language Processing, Vision, Audio, Recommendation systems
  • Excellent C/C++/Python programming and software design skills, including debugging, performance analysis, and test design.
  • Experiences to run workloads on large scale heterogeneous cluster is a plus
  • Experiences to optimize GPU kernels for performance is a plus

ACADEMIC CREDENTIALS:

  • Masters or PhD or equivalent experience in Computer Science, Computer Engineering, or related field

Skills Required
Software Design, Machine Learning, C++, Linux, Debugging, Python


Required Skill Profession

Computer Occupations



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