Senior Staff Software Development Engineer- Ml/ai Runtime Optimization and System Integration

AMD AMD · Semiconductors · San Jose, CA · Engineering

Senior Staff Software Development Engineer focused on ML/AI runtime optimization, system-level model integration, and accuracy debugging for hardware implementation. The role involves analyzing and resolving complex issues in AI models, identifying and fixing accuracy problems in quantized or modified models, building diagnostic tools, and supporting hardware debugging and performance improvements.

What you'd actually do

  1. Analyze and resolve complex issues in AI models system integration
  2. Identify and resolve accuracy issues in quantized models or any modified models for Hardware implementation
  3. Build diagnostic tools for debugging, performance profiling and data collection
  4. Support Hardware debugging and performance improvement

Skills

Required

  • Python
  • C/C++
  • object-oriented programming
  • concurrent programming
  • threading APIs
  • software development processes
  • debuggers
  • source code control systems
  • profilers
  • communication skills
  • problem-solving skills

Nice to have

  • quantized model accuracy debug
  • GitHub

What the JD emphasized

  • ML/AI runtime optimization
  • system level model integration
  • accuracy debug
  • quantized models
  • Hardware implementation

Other signals

  • ML/AI runtime optimization
  • system level model integration
  • accuracy debug
  • quantized models
  • Hardware implementation