HPE Labs - Principal AI and Machine Learning Research Engineer
Core
Lead research and development of AI/ML accelerator integrated circuits (IC) and algorithms, focusing on analog in-memory computing architectures.
Role type
Principal AI/ML Research Engineer (Hardware/IC focus)
Builds
AI/ML accelerator ICs, test chips, and system boards for hardware/software co-design
Domain
Semiconductor hardware, Analog In-Memory Computing, AI/ML accelerators
Deliverable
production ML models | product features | infrastructure
Required skills
Analog in-memory computing research, Resistive RAM (ReRAM/RRAM) expertise, AI/ML algorithm design, IC architecture design, Compiler and mapping operations, Leadership in research projects
Preferred skills
Micro architecture design for custom accelerators, Deep learning research, FPGA emulation, System software and GPU acceleration
Technologies
ReRAM, RRAM, FPGAs, GPU, Analog memory devices (PCM)
Responsibilities
Synthesize research directions and vision for AI/ML accelerators; Research and develop new IC architectures and algorithms; Architect and design integrated circuit IP and test systems; Provide technical guidance and mentorship to junior researchers; Author conference papers and patent filings
Seniority
Principal, hands-on IC research & leadership