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AI Research Scientist

1 month ago

Toronto, Ontario, Canada Autodesk Full time

Job Overview

As an AI Research Scientist at Autodesk Research, you will be working on cutting-edge projects that push the boundaries of artificial intelligence and machine learning. Our team is passionate about developing innovative solutions that help our customers imagine, design, and make a better world.

Responsibilities

  • Develop new machine learning models and techniques
  • Lead research projects within a global team
  • Review relevant AI/ML literature to identify emerging methods and best practices
  • Work towards long-term research goals, identifying intermediate milestones
  • Build relationships and collaborate with academics and institutions
  • Explore new data sources and discover techniques for best leveraging data
  • Publish papers and attend conferences

Requirements

  • A Master's or PhD in a field related to AI/ML, such as Computer Science, Mathematics, Statistics, or related disciplines
  • Publication track record in machine learning conferences and/or journals
  • Significant post-graduate research experience or 5+ years of work experience
  • Good background in statistical methods for Machine Learning
  • Familiarity with Deep Learning techniques and frameworks such as PyTorch or TensorFlow

Preferred Qualifications

  • Experience with 2D & 3D Generative AI, Reinforcement Learning, or LLMs and Natural Language Processing
  • Knowledge of computational geometry and geometric methods
  • Multi-modal deep learning and/or information retrieval