Principal Research Engineer AEC Data - Generative AI

Role Overview

As a Principal Research Engineer on the AEC Solutions team, you will join a team of technologists to help build foundation models and generative AI tools for the AEC industry. You will work collaboratively to create and interpret design data that can enhance design and engineering workflows.

What You Will Do

Collaborate with other engineers and scientists to develop scalable data pipelines for diverse AEC data sources used in production ML systems, including BIM, CAD, and infrastructure design data. Work with large-scale, multi-modal datasets including text and geometric data, to design novel preprocessing, augmentation, analysis and content understanding.

Why It Might Be a Fit

You are passionate about solving problems for AEC (Architecture, Engineering, and Construction) and infrastructure customers by applying machine learning techniques. You are comfortable working in newly forming ambiguous areas where learning and adaptability are key skills.

Requirements

• MSc or PhD in Computer Science, Engineering, or a related field
• 5–8+ years of experience in Machine Learning, Engineering, or related fields
• Proven technical leadership, including leading complex projects and influencing technical direction in cross-functional teams
• Strong experience in geometric data modeling and processing, including complex 2D/3D representations, computational geometry, and data architectures
• Familiarity with machine learning concepts and frameworks and how data is represented for training
• Proficiency in Python and strong software development practices
• Ability to translate research ideas into production-grade systems
• Excellent communication skills with ability to influence and guide technical decisions
• Background in Architecture, Engineering, or Construction (AEC)

Benefits

• hybrid work
• equal opportunity employer
• diverse workplace
• inclusive culture