Software Engineer, Data Scientist

5 days ago

Vancouver, British Columbia, Canada Autodesk Full time
About the Role

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

Key Responsibilities
  • Collaborate with a diverse, global team of researchers and engineers to develop and deploy highly scalable distributed systems to process, filter, and deploy datasets for use with machine learning.
  • Process large, unstructured, disparate multi-modal data sources into formats suitable for machine learning.
  • Conduct and analyze experiments on data to provide insights and produce data visualizations and summaries to communicate data characteristics to researchers and leadership.
  • Work with our legal and trust teams to ensure compliant and ethical use of data and develop and deploy data pipelines into secure remote environments respecting and demonstrating security best practices.
  • Write robust, testable code that is well documented and easy to understand and analyze errors and provide solutions to problems that arise.
Requirements
  • BSc or MSc in Computer Science, or equivalent industry experience.
  • Experience with software version control, unit tests, and deployment pipelines.
  • Strong data modelling, architecture, and processing skills with varied data representations including 2D and 3D geometry.
  • Experience with cloud services & architectures (AWS, Azure, etc.).
  • Excellent written communication skills to document code, architectures, and experiments.
  • Experience with relational databases (e.g., MySQL, PostgreSQL) and NoSQL databases (e.g., MongoDB, Cassandra).
  • Experience with frameworks such as Ray data, Metaflow, Hadoop, Spark, or Hive.
  • Experience with vector data stores.
  • Proficiency with Linux systems and bash terminals.
  • Knowledge of cloud architectures and networking.
Preferred Qualifications
  • Experience with computational geometry such as mesh or boundary representation data processing.
  • Experience with CAD model search and retrieval, in PLM systems or other searchable CAD databases.
  • Knowledge of statistics.
  • Ability to analyze data and communicate results effectively using tools such as Pandas, Matplotlib, Seaborn, Plotly, R or others.
  • Knowledge of the design, manufacturing, AEC, or media & entertainment industries.
  • Experience with Autodesk or similar products (CAD, CAE, CAM, etc.).
About Autodesk

Autodesk is a global leader in design, engineering, and entertainment software. Our software helps customers create, visualize, and communicate their ideas in a variety of industries, including architecture, engineering, construction, manufacturing, media, and entertainment.

We are committed to innovation and customer satisfaction, and we are always looking for talented individuals to join our team. If you are passionate about software engineering and machine learning, and you want to work with a talented team of researchers and engineers to build new and exciting products, then we want to hear from you.

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