AI Engineering Manager for AEC Solutions

1 week ago

Toronto, Ontario, Canada Autodesk Full time

Job Summary

We are seeking a highly skilled Machine Learning Development Manager to lead our team in building foundation models and machine learning tools for the Architecture, Engineering, and Construction (AEC) industry. As a key member of our AEC Solutions group, you will be responsible for coaching your team to collaborate across organizations to build the latest foundation models and generative AI tools.

Key Responsibilities

  • Work with your team to understand requirements, evaluate new features, and help build technology roadmaps.
  • Build a new team by recruiting talent from diverse backgrounds and perspectives.
  • Build partnerships with technical leads and important individuals within other functional organizations to implement compelling solutions.
  • Build an inclusive culture, mentor team members, and provide your team with the tools to reach their goals.
  • Foster a culture of innovation, continuous improvement, and excellence.
  • Keep up-to-date with the latest AI trends and apply this expertise to improve team performance and product quality.
  • Create tactical execution plans and ensure adherence to budgets, schedules, and performance expectations.
  • Educate leaders at Autodesk on best uses and practices of AI.
  • Create processes that make gathering and processing large batches of geometry, physics, and design workflow data more automated and frictionless.

Requirements

  • MS in Machine Learning, Mathematics, Statistics, Computer Science, or a related field.
  • 5+ years of experience in machine learning engineering or a related field.
  • 3+ years of experience as a manager.
  • Experience building an innovative and creative team culture.
  • Ability to break down a large, long lead projects into shorter, clear milestones to deliver value incrementally.
  • Strong interpersonal skills and ability to work across many organizations.
  • Experience with Scrum and Agile development processes and methodologies.

Preferred Qualifications

  • Experience in the AEC industry, Autodesk products such as Revit, and AEC data schemas and standards.
  • Experience 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.
  • Exposure to Cloud Computing in AWS and using the SageMaker Studio platform.

About Autodesk

Welcome to Autodesk We are a leader in the design and engineering software industry, and we are committed to helping innovators turn their ideas into reality. Our Culture Code is at the core of everything we do, and we take great pride in our inclusive and collaborative work environment.

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