Hpe Labs - Postdoctoral Research Scientist: Generative Ai For Photonic And Analog Electronic Design Automation
Hewlett Packard Enterprise
Hybrid
Phd in electrical engineering or related field
Strong publication track record in relevant areas
Demonstrated enthusiasm for generative ai research
This role involves defining and executing an ambitious research agenda at the intersection of generative AI and algorithm-hardware co-design for next-generation photonic and analog electronic design automation
Job Summary
This role involves defining and executing an ambitious research agenda at the intersection of generative AI and algorithm-hardware co-design for next-generation photonic and analog electronic design automation.
The successful candidate will collaborate with a multidisciplinary team to drive high-impact results that translate into products, publications, and patents.
HPE Labs offers a hybrid work environment with flexibility to manage work and personal needs while fostering a culture of bold moves and innovation.
Matching Summary
This role involves defining and executing an ambitious research agenda at the intersection of generative AI and algorithm-hardware co-design for next-generation photonic and analog electronic design automation.
Skills & Requirements
Must-have
PhD in Electrical Engineering or related field
Strong publication track record in relevant areas
Demonstrated enthusiasm for generative AI research
Experience with optical or analog electronic design
Ability to work independently and collaboratively
Nice-to-have
Python proficiency with PyTorch or TensorFlow
Hands-on experience with diffusion models
Knowledge of physics-informed machine learning
Experience with neuromorphic computing systems
Strong analytical and numerical modeling skills
Key Requirements
PhD in Electrical Engineering, Photonics, Computer Science, Applied Mathematics, or Physics
Proven ability to work in multidisciplinary environments
Excellent English written and verbal communication skills