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The Large-Scale Integrated Photonics (LSIP) Lab at HPE Labs has an immediate opening for a qualified research scientist with expertise in architecture and system design emerging analog computing platforms such as ReRAM-based in-memory computing, (silicon) photonics or quantum/quantum-inspired computing. This role will work closely with LSIP Lab colleagues in Milpitas, California, as well as with partners in Santa Barbara, Germany and Canada.
Job Responsibility:
Chip design, development of (micro-)architectures and overall system design
Algorithm/hardware co-design and corresponding hardware optimization in emerging analog computing platforms
Identify key workloads for hardware, identify computationally burdensome subroutines
Map workloads to appropriate hardware accelerators
Perform cross-platform benchmarking on prototype hardware or emulators
Collaborate with international multi-disciplinary team
Requirements:
Master degree in Physics, Electrical Engineering, Photonics, Applied Mathematics, Computer Science, or equivalent
Groundbreaking research related to architectures in emerging neuromorphic computing, quantum computing or equivalent emerging hardware platforms
Algorithm/hardware co-design
Strong background with Python
Team player, self-motivated and independent worker
Strong writing and verbal communication skills
Nice to have:
Stellar publication record in top peer-reviewed journals
Expert in recent machine learning techniques, architecture and micro-architecture design
Proficiency in circuit design tools such as Cadence Virtuoso, Spectre
Familiarity with emerging NVMs (ReRAMs, FeFETs etc.) and memory devices
Experience with lab testing, experimental measurements and post-silicon validation
Experience with chip tape-outs
Expert in Python coding with pytorch and tensorflow expertise
Experience with programming GPUs and FPGAs
Experience with cycle-accurate hardware simulators such as SST
What we offer:
Health & Wellbeing benefits
Personal & Professional Development programs
Unconditional Inclusion environment
Comprehensive suite of benefits supporting physical, financial and emotional wellbeing
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