Innovative AI Model Optimizer

1 week ago


Bengaluru, Karnataka, India beBeeMachineLearning Full time US$ 1,50,000 - US$ 2,50,000
Job Overview

As an expert in artificial intelligence and machine learning, you will play a pivotal role in developing innovative solutions for edge platforms.

Key Responsibilities:
  • Optimize Gen AI models for edge platforms through quantization, pruning, distillation, and finetuning.
  • Develop fundamental understanding of Amazon's Neural Edge Engine to invent optimization techniques.
  • Analyze deep learning workloads and provide guidance on mapping them to Amazon's Neural Edge Engine.
  • Apply principles of Information Theory, Scientific Computing, Deep Learning Theory, and Non Equilibrium Thermodynamics to drive innovation.
  • Train custom Gen AI models that surpass state-of-the-art performance and pave the way for production models.
  • Collaborate closely with compiler engineers, fellow scientists, hardware architects, and product teams to build cutting-edge ML-centric solutions.
  • Publish research in open-source formats and present at leading ML conferences.
Requirements:
  • At least 2 years of experience building models for business applications.
  • PhD or Master's degree in CS, CE, ML, or related field, along with 4+ years of relevant experience.
  • Track record of patents or publications in top-tier peer-reviewed conferences or journals.
  • Proficiency in programming languages such as Java, C++, Python, or related languages.
  • Experience in algorithms and data structures, parsing, numerical optimization, data mining, parallel and distributed computing, high-performance computing.
  • Strong foundation in mathematical concepts including linear algebra and calculus.
  • Professional software development experience.
  • Prior experience in productionizing ML models and managing their lifecycle from development to deployment.


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