招聘
Job Requisition ID
25WD92190
Position Overview:
As an Intern in Autodesk Research's AI Lab, you will explore how large language models (LLMs) and intelligent multi-agent systems can enable advanced reasoning in architecture, engineering, and construction (AEC).
You'll help design AI systems that reason over complex, multimodal design problems — integrating spatial, quantitative, textual, and procedural knowledge — to make the built world smarter, safer, and more sustainable.
Our team combines expertise in machine learning, computational design, simulation, and AEC workflows. This project focuses on developing methods for structured reasoning and collaboration among AI agents, inspired by how human experts coordinate across design, engineering, and planning tasks. The goal is to advance AI systems that can analyze, critique, and generate design alternatives grounded in real-world AEC contexts. Autodesk's AI Lab actively publishes at NeurIPS, ICML, ICLR, and CVPR, and collaborates with leading academic and industry partners. Interns join a vibrant research community combining academic freedom with direct product impact.
Responsibilities:
- Develop and execute a research agenda focused on advancing AI reasoning and multimodal learning in architecture, engineering, and construction (AEC)
- Create and refine cutting-edge algorithms, drawing from multiple aproaches in artificial intelligence
- Collaborate with researchers and engineers across diverse disciplines, including communicating research plans, progress, and results
- Explore methods for structured reasoning and collaborative problem-solving among intelligent systems
- Shape the future of Autodesk's architecture, engineering, and construction products through published research and practical applications
Minimum Qualifications:
- Full-time student pursuing an MS or PhD (preferred) in Computer Science, Artificial Intelligence, Computational Design, Applied Mathematics, or a related field
- Broad understanding of machine learning, deep learning, and reasoning systems
- Strong programming skills in Python, with proficiency in Py Torch or Tensor Flow
- Demonstrated experience in conducting, analyzing, and communicating research
- Excellent written and verbal communication skills, and ability to collaborate in cross-disciplinary teams
Preferred Qualifications:
- Expertise in an area such as natural language processing, computer vision, 2D/3D geometry representation learning, reinforcement learning, graph neural networks, unsupervised/self-supervised learning, meta-learning, and/or generative models
- Strong command of modern AI, including foundation models or multimodal models
- Distinguished research achievements, such as intellectual property filings, awards, and leading authorship in top-tier venues (including but not limited to major ML/AI conferences, workshops, and journals)
- Demonstrated programming experience through professional roles, internships, hackathons, or contributions to open-source repositories (e.g., GitHub)
- Experience wrangling large, complex, high-dimensional data for large-scale training
- Proven ability to tackle complex challenges independently
- Passion for bridging AI reasoning with real-world AEC design and simulation workflows
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 – it’s at the core of everything we do. Our culture guides the way we work and treat each other, informs how we connect with customers and partners, and defines how we show up in the world.
When you’re an Autodesker, you can do meaningful work that helps build a better world designed and made 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.
Diversity & Belonging
We take pride in cultivating a culture of belonging where everyone can thrive. Learn more here: https://www.autodesk.com/company/diversity-and-belonging
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About Autodesk
Reviews
3.9
10 reviews
Work Life Balance
4.2
Compensation
3.5
Culture
4.0
Career
3.2
Management
3.1
72%
Recommend to a Friend
Pros
Great work-life balance
Strong company culture and team environment
Competitive compensation and benefits
Cons
Recent layoffs and job security concerns
Poor management in some teams
Limited career advancement and promotion opportunities
Salary Ranges
1,443 data points
Junior/L3
Mid/L4
Senior/L5
Director
Junior/L3 · Machine Learning Engineer
2 reports
$160,615
total / year
Base
$123,550
Stock
-
Bonus
-
$130,000
$191,070
Interview Experience
2 interviews
Difficulty
3.0
/ 5
Duration
14-28 weeks
Offer Rate
50%
Interview Process
1
Application Review
2
Recruiter Screen
3
Technical Phone Screen
4
Onsite/Virtual Interviews
5
Team Matching
6
Offer
Common Questions
Coding/Algorithm
Technical Knowledge
Behavioral/STAR
Past Experience
Culture Fit
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