Senior Machine Learning Researcher

4 weeks ago


Dubai, Dubai, United Arab Emirates myGwork - LGBTQ+ Business Community Full time

Unlock the Power of Machine Learning

We are seeking a highly skilled Senior Machine Learning Researcher to join our team at myGwork - LGBTQ+ Business Community. As a key member of our team, you will be responsible for developing and optimizing machine learning models for edge platforms.

Key Responsibilities:

  • Quantize, prune, distill, and 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, and Non-Equilibrium Thermodynamics
  • Train custom Gen AI models that beat SOTA and pave the 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 Amazon's behalf at key ML conferences - NeurIPS, ICLR, MLSys

Requirements:

  • 3+ years of building machine learning models for business application experience
  • PhD or Master's degree and 6+ years of applied research experience
  • Experience programming in Java, C++, Python, or related languages
  • Experience with neural deep learning methods and machine learning

Preferred Qualifications:

  • Experience 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.


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