Posted:
1/15/2025, 1:23:52 AM
Location(s):
Ontario, Canada ⋅ Toronto, Ontario, Canada ⋅ London, England, United Kingdom ⋅ England, United Kingdom
Experience Level(s):
Internship
Field(s):
AI & Machine Learning
Job Requisition ID #
Position Overview
Location: London, UK or Toronto, Canada
The construction industry, a $15 trillion behemoth, is undergoing a digital transformation. We're seeking a passionate and innovative intern to explore how the latest advancements in AI and Computer Vision can be leveraged to improve this industry.
This internship will focus on developing and refining a Construction Digital Twin, a cutting-edge virtual representation of construction sites that integrates diverse data sources (e.g., 3D scans, sensor data, drone footage, BIM) and utilizes AI/ML to provide actionable insights.
As an intern with Autodesk Research, you will be part of a global team of researchers specializing in robotics, software engineering, and AEC (Architecture, Engineering, and Construction). You'll have the opportunity to work on research projects that have a tangible influence on the goals of the organization and the company at large.
Responsibilities
Assist in Developing and Refining Digital Twin Models: Contribute to the creation and optimization of digital twin models that represent construction sites
Research AI/ML Model Development: Explore and experiment with AI/ML models (e.g., CNNs, LSTMs) for tasks such as object detection and data analysis
Investigate Computer Vision Techniques: Study and implement Computer Vision techniques like object detection and photogrammetry
Conduct and Present Research: Perform research on cutting-edge AI/ML techniques for construction applications and present your findings to the team. Contribute to reports or academic papers
Minimum Qualifications
Pursuing a Master's or PhD in Computer Science, Data Science, Construction, Architecture, Civil Engineering, or a related field
Strong Computer Science (CS) fundamentals, with proficiency in Python for automation and data processing
Experience with Computer Vision tools (e.g., YOLO, Segment Anything, Detectron2) for object detection, segmentation, and video/image analysis
Understanding of AI/ML concepts, with hands-on experience in training and fine-tuning models using frameworks such as PyTorch or TensorFlow
Experience with Generative AI tools such as GPT, DALL-E, Gemini, and a solid understanding of underlying Machine Learning pipelines
Strong analytical and problem-solving skills
Creative, flexible, and enjoy working with new technology
#LI - HY1
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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.
Diversity & Belonging
We take pride in cultivating a culture of belonging and an equitable workplace where everyone can thrive. Learn more here: https://www.autodesk.com/company/diversity-and-belonging
Website: http://www.autodesk.com/
Headquarter Location: San Francisco, California, United States
Employee Count: 10001+
Year Founded: 1982
IPO Status: Public
Last Funding Type: Seed
Industries: 3D Technology ⋅ Architecture ⋅ Construction ⋅ Manufacturing ⋅ Software ⋅ Software Engineering