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Sr Applied Scientist

2 months ago

dubai, United Arab Emirates MyGwork - LGBTQ+ Business Community Full time
Quantize, prune, distill, finetune Gen AI models to optimize for edge platformsFundamentally understand Amazon's underlying Neural Edge Engine to invent optimization techniquesAnalyze deep learning workloads and provide guidance to map them to Amazon's Neural Edge EngineUse first principles of Information Theory, Scientific Computing, Deep Learning Theory, Non Equilibrium ThermodynamicsTrain custom Gen AI models that beat SOTA and paves path for developing production modelsCollaborate closely with compiler engineers, fellow Applied Scientists, Hardware Architects and product teams to build the best ML-centric solutions for our devicesPublish in open source and present on Amazon's behalf at key ML conferences - NeurIPS, ICLR, MLSys.We are open to hiring candidates to work out of one of the following locations:Sunnyvale, CA, USABasic Qualifications3+ years of building machine learning models for business application experiencePhD, or Master's degree and 6+ years of applied research experienceExperience programming in Java, C++, Python or related languageExperience with neural deep learning methods and machine learningPreferred QualificationsExperience with modeling tools such as R, scikit-learn, Spark MLLib, MxNet, Tensorflow, numpy, scipy etc.Experience with large scale distributed systems such as Hadoop, Spark etc. Disclaimer: Drjobs.ae
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