ADCI
Technology
Sr.AppliedScientist,SSGScience
“Sr. Applied Scientist, SSG Science at ADCI. Skills: Gen AI, Edge AI, ML optimization, Deep Learning Theory. Quantize, prune, distill, finetune Gen AI models. Optimize models for edge platforms”
What You'll Achieve.
Develop next generation of edge models; Optimize models for edge platforms; Build best ML-centric solutions for devices
Industry & Context.
Analyze deep learning workloads; Provide guidance to map workloads
What They're Looking For.
Must Have
3+ years of building machine learning models, Master's degree and 4+ years of applied research experience, Experience programming in Java, C++, Python or related language, Experience with neural deep learning methods and machine learning, Prior experience in productionizing ML models and managing their full lifecycle
Nice to Have
Understanding and hands-on experience with recent methods for inference optimization, Mixture-of-Experts (MoE) experience, Diffusion Models for Language Generation experience
What You'll Do.
finetune Gen AI models
Optimize models for edge platforms
Understand Amazon’s Neural Edge Engine
Invent optimization techniques
Analyze deep learning workloads
Provide guidance to map workloads
Train custom Gen AI models
Collaborate closely with compiler engineers
Collaborate with fellow Applied Scientists
Collaborate with Hardware Architects
Collaborate with product teams
Build ML-centric solutions
Publish in open source
Present at key ML conferences
How You'll Work.
Team & Collaboration
Compiler engineers; Applied Scientists; Hardware Architects; Product teams
Communication Scope
Publish in open source; Present at conferences
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