Machine Learning Engineer, CAD/BIM Evaluation - Remote

Overview

The Machine Learning Engineer will evaluate ML models for CAD/BIM, ensuring quality and performance across Autodesk's portfolio, influencing customer experience by maintaining high standards for accuracy and reliability.

In Short

• Evaluate ML models for Autodesk CAD/BIM products.
• Identify and document quality and performance issues.
• Establish evaluation methodologies and metrics.
• Collaborate with AI researchers and product teams.
• Test end-to-end user experience of ML features.
• Process and analyze data for ML model evaluation.
• Stay updated on AI/ML evaluation techniques.
• Present results and insights on ML model performance.
• Support hybrid and remote work arrangements.
• Contribute to improving customer experience with Autodesk products.

Requirements

• BSc or MSc in Mechanical Engineering, Architecture, or related field.
• 2+ years of experience using CAD software (e.g., Fusion, AutoCAD, Revit).
• 1+ years of experience with ML model evaluation.
• Strong documentation skills for evaluation criteria and results.
• Knowledge of design, manufacturing, or AEC industries.
• Experience with version control and reproducible code.
• Familiarity with cloud services (AWS, Azure).
• Understanding of data representations (2D and 3D geometry).
• Ability to collaborate effectively in a global team.
• Strong analytical skills and attention to detail.

Benefits

• Diverse workplace and inclusive culture.
• Opportunities for professional growth and development.
• Flexible work arrangements (remote/hybrid).
• Work on impactful projects with creative individuals.
• Support for work-life balance.
• Access to cutting-edge technology and tools.
• Collaborative and supportive team environment.
• Comprehensive benefits package.
• Opportunities to contribute to a better world.
• Engagement in a culture of innovation.