Machine Learning Engineer for Cloud Deployment

3 weeks ago

Toronto, Ontario, Canada Autodesk Full time
Transforming the AEC Industry with AI

At Autodesk, we're pushing the boundaries of innovation by integrating AI technology into our products. Our cloud-native capabilities, including data at scale, edge computing, and AI-based solutions, are revolutionizing the way we work in the AEC industry.

Join Our Team of AI Visionaries

We're seeking a talented Machine Learning Engineer to join our AEC Solutions team. As a key member of our team, you'll work collaboratively to build foundation models and generative AI tools for the AEC industry.

Key Responsibilities
  • Develop data pipelines and architectures to support tasks related to data collection, storage, processing, and analysis.
  • Write code for model training, testing, and deployment.
  • Monitor and troubleshoot machine learning models to ensure accuracy and performance.
  • Perform requirements analysis and document solutions.
  • Work with large-scale data sets and manage data flow between systems.
  • Organize and process large batches of text and geometric data.
  • Communicate findings through quantitative data analysis and qualitative visuals and insights.
Requirements
  • MS in Machine Learning, Artificial Intelligence, Mathematics, Statistics, Computer Science, or a related field.
  • ~3+ years of experience in machine learning engineering or a related field.
  • Domain expertise in training deep neural nets, such as CNN and transformers, and proficiency in at least one deep learning framework, for example PyTorch, TensorFlow.
  • Strong fundamentals in 3D geometry and geometric computer vision.
  • Good coding skills covering procedural and data-analytics oriented languages, such as Python.
About Autodesk

We're committed to building a diverse workplace and an inclusive culture to give more people the chance to imagine, design, and make a better world. Autodesk is proud to be an equal opportunity employer and considers all qualified applicants for employment without regard to race, color, religion, age, sex, sexual orientation, gender, gender identity, national origin, disability, veteran status, or any other legally protected characteristic.

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