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Applied Scientist, SSG Science

Applied Scientist, SSG Science

Amazon

3 - 7 years

50 - 55 Lacs

bengaluru

Posted:17 hours ago| Platform:

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Skills Required

computer science thermodynamics c++ data structures wellness calculus high performance computing open source data mining python

Work Mode

Work from Office

Job Type

Full Time

Job Description

Quantize, prune, distill, finetune Gen AI models to optimize for edge platforms
Fundamentally understand Amazon s underlying Neural Edge Engine to invent optimization techniques Analyze deep learning workloads and provide guidance to map them to Amazon s Neural Edge Engine Use first principles of Information Theory, Scientific Computing, Deep Learning Theory, Non Equilibrium Thermodynamics Train custom Gen AI models that beat SOTA and paves path for developing production models Collaborate closely with compiler engineers, fellow Applied Scientists, Hardware Architects and product teams to build the best ML-centric solutions for our devices Publish in open source and present on Amazons behalf at key ML conferences NeurIPS, ICLR, MLSys. 3+ years of building models for business application experience Experience programming in Java, C++, Python or related language Experience in any of the following areas: algorithms and data structures, parsing, numerical optimization, data mining, parallel and distributed computing, high-performance computing Bachelors degree in computer science, electrical engineering, or related field Strong foundation in related mathematical concepts (e.g. linear algebra, calculus, etc.) Experience in professional software development Prior experience in productionizing ML models and managing their full lifecycle from development to deployment

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Applied Scientist, SSG Science