Intern, Machine Learning & Computational Design

Key Skills

Algorithms, JavaScript, Large Language Models - LLMs, Machine learning techniques, NumPy, Pandas, Python Programming, UI design, UX design

Job Description

Autodesk Research, an industry-leading design and technology research organization, is looking to work with an AI and computational design researcher to develop the next generation of design tools and AI-powered workflows. You will explore methods to create, train and evaluate new datasets and models to measure quantitative and qualitative aspects of physical spaces. This will involve working with and building new predictive AI systems with LLMs, images and 3d model datasets. You will work with the Human-Centric Building Design team at Autodesk Research, a group of multidisciplinary researchers that explore how design of physical spaces affects human experience and well-being.

Responsibilities

• Develop and prepare framework for working with large image datasets

• Build and train new image-based AI models

• Develop new spatial analysis metrics using computer vision and machine learning models

• Work with multidisciplinary team of scientists and designers to apply new AI models and metrics to design applications and recommendations

• Produce research output/findings for potential publication

Minimum Requirements

• PhD candidate in AI or computational design field with expertise in machine learning, computer vision and architectural design for human well-being

• Proven application of computer vision or other machine learning analysis models to large images/video datasets producing research output (ie. papers, tools, recommendations or new training sets)

• Python, dataset preparation, applications of large image models, training new machine learning models

• Computation design, generative design, generative AI, spatial analysis, architectural simulation, VR/AR applications

• Familiarity with 3D modeling and real-time visualization tools (Autodesk Revit, Autodesk Forge Viewer, Unity/Unreal)

• Broad knowledge of computer vision algorithms

Learn More

About Autodesk

Welcome to Autodesk! Amazing things are created every day with our software – from the greenest buildings and cleanest cars to the smartest factories and biggest hit movies. We help innovators turn their ideas into reality, transforming not only how things are made, but what can be made.

We take great pride in our culture here at Autodesk – our Culture Code is at the core of everything we do. Our values and ways of working help our people thrive and realize their potential, which leads to even better outcomes for our customers.

When you’re an Autodesker, you can be your whole, authentic self and do meaningful work that helps build a better future for all. Ready to shape the world and your future? Join us!

Salary transparency

Salary is one part of Autodesk’s competitive compensation package. Offers are based on the candidate’s experience, educational level, and geographic location.