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Intern, Research Scientist - Construction Digital Twin Intern - AI & Data Innovation

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Autodesk

Jan 16

  • Internship
    Full-time
    Summer Internship
  • Construction & Surveying
    IT & Cybersecurity
  • London
  • Quick Apply

AI generated summary

  • You should be pursuing a Master's or PhD in a related field, have strong CS fundamentals and Python skills, experience with computer vision and AI/ML tools, and possess problem-solving abilities.
  • You will assist in developing digital twin models, research AI/ML techniques, implement computer vision methods, and present findings on innovative construction solutions.

Requirements

  • 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

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

FAQs

Where is this internship located?

The internship is located in London, UK or Toronto, Canada.

What is the focus of the internship?

The internship focuses on developing and refining a Construction Digital Twin, leveraging advancements in AI and Computer Vision to improve the construction industry.

What qualifications are required for this internship?

Candidates must be pursuing a Master's or PhD in Computer Science, Data Science, Construction, Architecture, Civil Engineering, or a related field, and have strong Computer Science fundamentals along with proficiency in Python.

What specific tools or frameworks should interns be familiar with?

Interns should have experience with Computer Vision tools such as YOLO, Segment Anything, and Detectron2, as well as familiarity with AI/ML frameworks like PyTorch or TensorFlow.

Is experience with Generative AI tools required?

Yes, experience with Generative AI tools such as GPT, DALL-E, or Gemini, and an understanding of the underlying Machine Learning pipelines are necessary.

What kind of research responsibilities will the intern have?

The intern will conduct research on cutting-edge AI/ML techniques for construction applications and present findings to the team, contributing to reports or academic papers.

Are there any specific programming skills required for this position?

Yes, candidates should be proficient in Python for automation and data processing.

What qualities are desirable in an intern for this position?

Ideal candidates should be creative, flexible, possess strong analytical and problem-solving skills, and enjoy working with new technologies.

Will the intern work independently or as part of a team?

The intern will be part of a global team of researchers specializing in robotics, software engineering, and AEC (Architecture, Engineering, and Construction) and will collaborate on various research projects.

Is there a specific salary range for this internship?

The salary is competitive and varies based on the candidate’s experience, educational level, and geographic location, but the specific range is not disclosed in the job description.

How the world gets designed and made. #MakeAnything

Technology
Industry
10,001+
Employees
1982
Founded Year

Mission & Purpose

Autodesk is changing how the world is designed and made. Our technology spans architecture, engineering, construction, product design, manufacturing, media, and entertainment, empowering innovators everywhere to solve challenges big and small. From greener buildings to smarter products to more mesmerizing blockbusters, Autodesk software helps our customers to design and make a better world for all. Over 100 million people use Autodesk software like AutoCAD, Revit, Maya, 3ds Max, Fusion 360, SketchBook, and more to unlock their creativity and solve important design, business and environmental challenges. Our software runs on both personal computers and mobile devices and taps the infinite computing power of the cloud to help teams around the world collaborate, design, simulate and fabricate their ideas in 3D. We provide exceptional compensation/benefit packages and we’d love for you to join us. We’re proud to be an equal opportunity employer and we consider all qualified applicants without regard to race, gender, disability, veteran status or other protected category. To see our culture in action, check out #AutodeskLife. We are headquartered in the San Francisco Bay Area and have more than 10,000 employees worldwide.