Applied Scientist II, SSG Science

Teknik, data och digitalt · Data, AI och analys · Datavetenskap · Maskininlärning · Mjukvaruutveckling

I korthet

Amazon is seeking an Applied Scientist II to develop state-of-the-art Gen AI models for edge devices. The role involves optimizing models for edge platforms, understanding custom ML hardware, and collaborating with cross-functional teams. A PhD or Master's degree with significant experience in ML and related fields is required.

Ansvarsområden

Quantize, prune, distill, and finetune Gen AI models for edge platforms.
Understand Amazon's Neural Edge Engine to invent optimization techniques.
Analyze deep learning workloads and map them to Amazon's Neural Edge Engine.
Use first principles of Information Theory, Scientific Computing, Deep Learning Theory, and Non Equilibrium Thermodynamics.
Train custom Gen AI models that achieve state-of-the-art performance.
Collaborate with compiler engineers, Applied Scientists, Hardware Architects, and product teams.
Publish in open source and present at ML conferences (NeurIPS, ICLR, MLSys).

Krav

2+ years of experience building models for business applications.
PhD, or Master's degree and 4+ years of experience in CS, CE, ML, or related field.
Experience in patents or publications at top-tier peer-reviewed conferences or journals.
Experience programming in Java, C++, Python, or related language.
Experience in algorithms and data structures, parsing, numerical optimization, data mining, parallel and distributed computing, or high-performance computing.
Strong foundation in relevant mathematical concepts (linear algebra, calculus, etc.).

Önskade kvalifikationer

Experience in professional software development.
Prior experience in productionizing ML models and managing their full lifecycle from development to deployment.

Färdigheter

JavaC++PythonMachine LearningDeep LearningAlgorithmsData StructuresData MiningParallel ComputingDistributed ComputingHigh-Performance ComputingLinear AlgebraCalculus

#applied scientist#machine learning#deep learning#gen ai#edge devices#hardware#science

Om Amazon

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Amazon is guided by four principles: customer obsession rather than competitor focus, passion for invention, commitment to operational excellence, and long-term thinking. We are driven by the excitement of building technologies, inventing products, and providing services that change lives. We embrace new ways of doing things, make decisions quickly, and are not afraid to fail. We have the scope and capabilities of a large company, and the spirit and heart of a small one.\n\nTogether, Amazonians research and develop new technologies from Amazon Web Services to Alexa on behalf of our customers:…

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