AI Model Optimization Expert

4 days ago

Bengaluru, Karnataka, India beBeeArtificialIntelligence Full time ₹ 15,00,000 - ₹ 28,00,000
AI Model Optimization Specialist

Job Description:

We are seeking a highly skilled AI model optimization specialist to join our team. In this role, you will be responsible for enabling and optimizing key AI models on AMD GPUs, collaborating with internal GPU library teams, and working with open-source framework maintainers to integrate your code changes upstream.

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

Required Skills and Qualifications:

  • 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
  • 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

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