Micro-Architect Lead

2 weeks ago

Singapore beBeeSystem Full time $90,000 - $120,000
System Architect Position

This is a unique opportunity to join a team focused on micro-architectural design, modeling, exploration and benchmarking. Our goal is to make data driven design decisions.

  • Understand the mainstream GPGPU architecture and their design choice.
  • Use existing ML or HPC background to propose possible architecture improvements and exploration possibilities.
  • Deeply understand the programming model of each architecture and its impacts and influence on eco-system.
  • Maintain and build confidence models for verifying with software tools and profiling performance to understand different architecture design choices.
Required Skills and Qualifications
  • Bachelor's/Master's/Ph.D. in relevant domain with experience in Domain Specific Accelerators/Machine Learning.
  • Knowledge of machine learning algorithms (e.g. CNN, LSTM, DNN, GNN) and their execution model in GPU/CPU; understanding of parallel execution models like SIMD, SIMT.
  • Familiarity with GPGPU programming models (e.g. CUDA/OpenCL) is preferred but not mandatory.
  • Prior experience in developing simulation-based performance models for domain specific accelerators.
  • Proficiency in C/C++ and scripting languages (Perl/Python).
  • Knowledge in one or more AI programming frameworks – TensorFlow, PyTorch etc.
  • Knowledge of RISC-V ISA is valuable but not mandatory.
  • Ability to deliver high quality analysis/results and independently drive modeling tasks.
  • Curiosity and Enthusiasm to explore advance state of the art technologies with calculated risks.
  • Strong interpersonal skills, written and oral; good team player.
Key Benefits
  • TensorFlow
  • Machine Learning
  • Modeling
  • Hardware
  • Interpersonal Skills

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