Applied Scientist (Gen AI)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Applied Scientist (Gen AI): Developing state-of-the-art techniques to bring Gen AI to edge devices with an accent on model optimization and hardware co-design. Focus on quantizing, pruning, and distilling Gen AI models to ensure high performance on custom ML hardware.
Location: Must be based in Sunnyvale, CA or San Francisco, CA
Salary: $171,600 - $222,200 USD annually
Company
Devices is an inventive research and development company that designs high-profile consumer products like Kindle, Echo, and Fire TV.
What you will do
- Optimize Gen AI models for edge platforms using quantization, pruning, and distillation.
- Invent optimization techniques based on 's Neural Edge Engine architecture.
- Analyze deep learning workloads and map them to custom ML hardware.
- Train custom Gen AI models to exceed SOTA performance for production.
- Collaborate with compiler engineers and hardware architects to build ML-centric solutions.
- Publish research at top-tier conferences such as NeurIPS, ICLR, and MLSys.
Requirements
- PhD, or Master's degree with 4+ years of experience in CS, CE, ML or a related field.
- 3+ years of experience in designing experiments and statistical analysis of results.
- Proven track record of patents or publications in top-tier peer-reviewed journals or conferences.
- Proficiency in Python, C++, Java or related languages.
- Strong knowledge of algorithms, data structures, numerical optimization, and high-performance computing.
Nice to have
- Experience using Unix/Linux.
- Experience in professional software development.
Culture & Benefits
- Comprehensive health insurance (medical, dental, vision, prescription).
- 401(k) matching, paid time off, and parental leave.
- Adoption and Surrogacy Reimbursement coverage.
- Mental Health Support and Employee Assistance Program (EAP).
- Inclusive culture with workplace accommodations for disabilities.
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