Software Engineer, Data

3 weeks ago

Toronto, Ontario, Canada Autodesk Full time
Job Title: Software Engineer, Data

At Autodesk, we're looking for a talented Software Engineer, Data to join our team. As a key member of our engineering team, you'll work on building scalable data pipelines to aggregate, prepare, and process data for use with machine learning.

Responsibilities:
  • Collaborate with our engineering team to develop scalable distributed systems to process, filter, and deploy datasets for use with machine learning.
  • Process large, unstructured, multi-modal data sources into formats suitable for machine learning.
  • Conduct and analyze experiments on data to provide insights.
  • 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.
  • Develop data pipelines into secure remote environments respecting and demonstrating security best practices.
Requirements:
  • 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.
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.
  • You have experience analyzing data and communicate results using tools such as Pandas, Matplotlib, Seaborn, Plotly, R or others.

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