AI Research Scientist AEC
@ Autodesk

Hybrid
$150,000
Hybrid
Full Time
Posted 22 hours ago

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XXXXXXXXX XXXXXXXXX XXXXXXX****** @autodesk.com
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Job Details

Position Overview

As an Applied AI Research Scientist AEC at Autodesk Research, you will conduct applied research to help customers imagine, design, and make a better world. You will join a team of scientists, researchers, engineers, and designers working on projects spanning learning-based design systems, computer vision, graphics, robotics, human-computer interaction, sustainability, simulation, manufacturing, architectural design, and construction.

Responsibilities

  • Develop new machine learning models and AI techniques.
  • Lead research projects within a global team.
  • Review current AI/ML literature to identify emerging methods and technologies.
  • Explore new data sources to leverage data effectively.

Minimum Qualifications

  • Master's or PhD in a discipline related to AI/ML (Computer Science, Mathematics, etc.).
  • Strong background in Deep Learning including custom architectures and model optimization.
  • Familiarity with statistical methods for machine learning.
  • Experience with PyTorch, TensorFlow, JAX, or similar frameworks.
  • Strong coding abilities in Python.

Preferred Qualifications

  • Experience in Architecture, Engineering, and Construction domains.
  • Expertise in industry-specific data formats such as BIM models and IFC files.
  • Knowledge in 2D & 3D Generative AI, LLMs and Natural Language Processing.
  • Experience with multimodal deep learning and information retrieval.
  • Background in computational geometry and geometric methods.
  • Publication track record in top machine learning conferences/journals.
  • 5+ years of professional or significant post-graduate research experience.

Additional Information

At Autodesk, diversity and inclusion are valued. Autodesk is an equal opportunity employer and encourages applications from all qualified individuals. If you are an existing contractor or consultant, please apply via the internal system.

Key skills/competency

  • AI research
  • Machine learning
  • Deep Learning
  • Python
  • PyTorch
  • TensorFlow
  • Data analysis
  • Computational geometry
  • BIM
  • Research leadership
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How to Get Hired at Autodesk

🎯 Tips for Getting Hired

  • Customize resume: Highlight AI research and deep learning skills.
  • Emphasize projects: Detail experience in AEC data utilization.
  • Show publications: Include academic and research achievements.
  • Prepare portfolio: Demonstrate Python and ML framework expertise.

📝 Interview Preparation Advice

Technical Preparation

Review latest deep learning frameworks.
Practice Python coding challenges.
Study statistical ML methods.
Explore AEC specific data formats.

Behavioral Questions

Describe a challenging research project.
Explain teamwork in diverse groups.
Discuss conflict resolution examples.
Detail time management in projects.

Frequently Asked Questions