The Job

Applied Scientist II, SSG Science

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

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I korthet

Amazon Devices is seeking an Applied Scientist II to develop and optimize next-generation edge models, specifically Gen AI, for consumer products. This role involves understanding and improving the Neural Edge Engine, collaborating with cross-functional teams, and publishing research. A PhD or Master's degree with relevant experience in ML, CS, or CE is required, along with strong programming and mathematical skills.

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.
  • Utilize 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 like NeurIPS, ICLR, MLSys.

Krav

  • 2+ years of building models for business application experience.
  • PhD or Master's degree and 4+ years of CS, CE, ML, or related field experience.
  • Experience in patents or publications at top-tier peer-reviewed conferences or journals.
  • Experience programming in Java, C++, Python, or a 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.

Förmåner

  • Inclusive culture that empowers employees.
  • Opportunity to work on state-of-the-art techniques and revolutionary architecture.
  • Develop the next generation of edge models.
#AI#Machine Learning#Deep Learning#Edge Computing#Hardware#Consumer Products
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Företag

Amazon

Publicerade jobb

för 2 veckor sedan

Anställningstyp

Heltid

Arbetsform

På plats

Erfarenhetsnivå

Mellannivå

Platser

Bengaluru, India

Kvalifikation

Masterexamen, Doktorand

Sökande

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