PhD ML Researcher for AI in Construction (Remote)

Autodesk, Inc; Boston (MA); Hybrid; USD 119,000 - 162,000; Full time

Job summary

Autodesk Research seeks a PhD Researcher Intern in machine learning to advance AI for the AEC industry. You will own a research problem, framing it end-to-end, and collaborating with researchers and domain experts.

Responsibilities include modeling with graph-based and temporal approaches, evaluating with uncertainty estimates, data integration from multiple sources, and communicating results for potential publications.

Qualifications

• PhD candidate in CS/ML/Data Science or related field with graduation no sooner than April 2027.
• Experience with graph ML on heterogeneous knowledge graphs and temporal data.
• Proficiency in Python and PyTorch; familiarity with graph libraries.

Responsibilities

• Define and investigate open ML/AI research questions for AEC data.
• Design and train AI models, including graph-based and temporal models.
• Prepare data from multiple sources and document methods/results for publication.

Skills

Graph machine learning

Temporal graphs

Uncertainty in prediction

Python

PyTorch

Education

PhD in Computer Science or related field

Tools

PyTorch Geometric

DGL

Neo4j/Cypher

Job description

Autodesk Research seeks a PhD Researcher Intern in machine learning to advance AI for the AEC industry. You will own a research problem, framing it end-to-end, and collaborating with researchers and domain experts.

Responsibilities include modeling with graph-based and temporal approaches, evaluating with uncertainty estimates, data integration from multiple sources, and communicating results for potential publications.