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DC-GPU Performance Modeling Engineer

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AMD

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Location:
India , Bangalore

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Contract Type:
Not provided

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Salary:

Not provided

Job Description:

Architect, analyse and optimize high-performance GPU-centric SoCs for Machine Learning workload. Develop performance models and methodologies. Propose solutions to enhance performance and optimize power for next-generation data centre systems.

Job Responsibility:

  • Define, build and maintain performance models for performance projections, analysis and architecture exploration
  • Develop and execute system-level modelling strategies for ML and GPU hardware and software co-design
  • Drive performance trade-off studies for new architectural features, algorithms, and system configurations, providing data-driven recommendations
  • Collaborate with architecture, design and software teams to integrate models, define workloads and analyse simulation results
  • Innovate and advance modelling methodologies, tools and infrastructure to improve accuracy, speed, and architectural insight

Requirements:

  • Strong understanding of computer architecture
  • Experience of working in GPUs, SoCs, ML accelerators would be a plus
  • Experience with performance analysis, workload characterization, and hardware/software co-design exploration
  • Familiarity with ML models and software stacks relevant to ML
  • Understanding of AI model distributed training and inference, model layers and ML ops, parallelization strategies
  • Experience in system-level modelling and simulation will be a plus
  • Strong programming skills, including experience with Python (or similar)
  • Ph.D. in Computer Science / Electronics Engineering, and 3+ years of experience as a Performance Engineer
  • M.S./M.Tech. in Computer Science / Electronics Engineering, and 5+ years of experience as a Performance Engineer
  • B.Tech. in Computer Science / Electronics Engineering, and 7+ years of experience as a Performance Engineer

Nice to have:

  • Experience of working in GPUs, SoCs, ML accelerators would be a plus
  • Experience in system-level modelling and simulation will be a plus

Additional Information:

Job Posted:
April 03, 2026

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