Machine Learning Engineer

1 week ago

Toronto, Ontario, Canada Autodesk Full time

About the Role

Autodesk is seeking a highly skilled Machine Learning Engineer to join our Media and Entertainment team. As a Machine Learning Engineer, you will be responsible for applying machine learning methodologies and tools to a wide range of data and use cases, helping to shape the future of media and entertainment technology.

Key Responsibilities

  • Support our research teams in building experimental pipelines and prototypes
  • Handle data processing and preparation at scale
  • Analyze model errors and design strategies for mitigation
  • Implement and enhance new machine learning models and AI techniques
  • Conduct model training and hyperparameter tuning
  • Work with our development teams to implement AI solutions across a variety of software products

Requirements

  • 3+ years of experience applying machine learning algorithms and libraries to business problems
  • Understanding of fundamental computer science algorithms
  • Skilled with data modeling, data architecture, and network architectures, process automation, batch processing, artifact checkpointing, and resilience management
  • Coding skills in Python and/or C++
  • Experience with TensorFlow, PyTorch, or other standard deep learning frameworks
  • BSc. in a related AI/ML discipline, such as Computer Science, Mathematics, Statistics, or Physics

Preferred Qualifications

  • Experience in VFX or Games production
  • Background in statistical methods for machine learning
  • Deep learning techniques, including network architectures, regularization techniques, learning techniques, loss functions, and optimization strategies
  • Diffusion models
  • Advanced university degree in a related AI/ML field (PhD or MSc.)
  • Experience working with newly forming concepts and ideas

About Autodesk

Autodesk is a leader in 3D design, engineering, and entertainment software. We help innovators turn their ideas into reality, transforming not only how things are made but what can be made. Our culture is built on a foundation of creativity, collaboration, and innovation, and we're committed to creating a workplace where everyone can thrive.

What We Offer

  • Competitive compensation package, including base salary, discretionary annual cash bonuses, commissions for sales roles, stock or long-term incentive cash grants, and a comprehensive benefits package
  • Opportunities for professional growth and development, including training and education programs
  • A collaborative and inclusive work environment, with a diverse and talented team of professionals

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