ML Benchmarking Engineer - Bengaluru

Only for registered members Bengaluru, India

18 hours ago

Default job background
Role: ML Benchmarking Engineer · Client Borqs Technologies · Location: Bangalore · Employment Type: Full-Time · CTC: Open (as per market standards) · Key Responsibilities: · Benchmark ML models on advanced hardware platforms (e.g., Turing, HTP) · Develop and maintain test automat ...
Job description

Role: ML Benchmarking Engineer

Client Borqs Technologies

Location: Bangalore

Employment Type: Full-Time

CTC: Open (as per market standards)

Key Responsibilities:

  • Benchmark ML models on advanced hardware platforms (e.g., Turing, HTP)
  • Develop and maintain test automation frameworks for ML model evaluation
  • Build and optimize CI pipelines for data and model ingestion
  • Collaborate with cross-functional teams to integrate ML solutions with custom SoCs and hardware accelerators
  • Debug across software and hardware layers
  • Contribute to continuous improvement of benchmarking methodologies and tools

Required Skills:

  • 3+ years of experience in benchmarking ML models on hardware platforms
  • Proficient in Python and C/C++
  • Hands-on experience with PyTorch, TensorFlow, or similar frameworks
  • Experience working with hardware accelerators and custom SoCs
  • Strong debugging and problem-solving abilities
  • Excellent teamwork and communication skills

Preferred:

  • Experience with eNPU or similar neural processing units
  • Prior exposure to custom ML hardware platforms
  • Contributions to ML benchmarking or automation tools


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