Data Engineer, Machine Learning

1 month ago


Toronto, Ontario, Canada Autodesk Full time

Job Overview

We are seeking a skilled Data Engineer, Machine Learning to join our team at Autodesk Research. As a key member of our engineering team, you will collaborate with world-class researchers and engineers to build new ML-powered product features that help our customers imagine, design, and make a better world.

Responsibilities

  1. Develop scalable distributed systems to process, filter, and deploy datasets for use with machine learning.
  2. Process large, unstructured, multi-modal (text, images, 3D models, code snippets, metadata) data sources into formats suitable for machine learning.
  3. Conduct and analyze experiments on data to provide insights.
  4. Produce data visualizations and summaries to communicate data characteristics to researchers and leadership.
  5. Work with our legal and trust teams to ensure compliant and ethical use of data.
  6. Develop data pipelines into secure remote environments respecting and demonstrating security best practices.

Qualifications

  • BSc or MSc in Computer Science, or equivalent industry experience.
  • 3+ years of experience with software version control, unit tests, and deployment pipelines.
  • Experience in data modelling, architecture, and processing skills with varied data representations including 2D and 3D geometry.
  • Proficiency with Linux systems and bash terminals.
  • Knowledge of cloud architectures and networking.

About Autodesk

Welcome to Autodesk. We help innovators turn their ideas into reality, transforming not only how things are made, but what can be made. We take great pride in our culture here at Autodesk – our Culture Code is at the core of everything we do. Our values and ways of working help our people thrive and realize their potential, which leads to even better outcomes for our customers.



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