Staff Machine Learning Engineer
Core
Develop hardware-aware optimization algorithms and conduct in-depth analysis of complex neural networks on ARM compute platforms to balance performance, power, and area constraints.
Role type
Staff Machine Learning Algorithm Engineer (Hardware/Software Co-design)
Builds
Optimized ML models and architectural prototypes for ARM CPU/GPU/NPU platforms
Domain
Semiconductor / Machine Learning / Computer Architecture
Deliverable
production ML models
Required skills
ML algorithm development and optimization, computer architecture, deep learning frameworks (TensorFlow, PyTorch), Python, GPU-based model training
Preferred skills
ML model optimization for resource-constrained ARM edge platforms
Responsibilities
Develop hardware-aware optimization algorithms for state-of-the-art networks on Arm platforms; Conduct in-depth analysis of ML workloads on ARM compute platforms; Prototype and validate architectural features through algorithm innovation
Seniority
Staff, hands-on IC with strategic impact
