Research Scientist

Autodesk

(San Francisco, California)
Full Time
Job Posting Details
About Autodesk

Autodesk makes software for people who make things. If you’ve ever driven a high-performance car, admired a towering skyscraper, used a smartphone, or watched a great film, chances are you’ve experienced what millions of Autodesk customers are doing with our software. Autodesk gives you the power to make anything.

Responsibilities
  • Explore Machine Learning open source/commercial solutions with focus on clustering and Deep Learning
  • Research, invent, and prototype novel machine learning methods, geometry representations, algorithms, and techniques and validate the results
  • Document and communicate the intent and the results in clear terms to both technical and non-technical team members
  • Keep current with latest trends and technologies to anticipate future development needs and requirements
  • Architect and implement prototypes and software components with the team
  • Collaborate closely with various groups throughout the company and across multiple geographic locations to deliver outstanding solutions
  • Contribute to a research program exploring geometry generation, simulation, and optimization using AI
  • Help plan, organize, and communicate team accomplishments and technology outputs
  • Team player, yet responsible for owning deliveries
Ideal Candidate

Required qualifications and skills

  • BS/MS/PhD in in Math, Computer Science, Computer Engineering, or any other relevant disciplines with a background in Machine Learning, Artificial Intelligence, or related technical fields
  • Hands-on experience in Machine Learning, Artificial Intelligence and data science techniques
  • Hands-on experience with one or more open-source Machine Learning framework
  • Excellent knowledge of linear algebra and calculus
  • Good hands-on experience in one or more of the following languages: Python, Java, Scala
  • Familiar with Linux/Mac environment
  • Ability to quickly adapt to new situations and to learn new technologies
  • Ability to collaborate and communicate effectively with a multicultural local and remote team
  • Excellent written and oral communication skills in English

Preferred qualifications and skills

  • Experience with supervised learning and Deep Learning
  • Familiar with unsupervised learning and clustering techniques
  • knowledge of geometry and topology concepts, representations and data structures (such as NURBS, splines, level sets, surface and volumetric meshes, point clouds, analytical surfaces/solids, functional representations, subdivision surfaces, T-splines, etc.)
  • knowledge of 3D computer graphics and visualization techniques and libraries
  • Hands-on experience in Object-Oriented design and programming
  • Familiar with collaborative development environments and version control systems such as git
  • Experience with HPC, cloud computing and parallel programming is a plus
  • Experience with C++, STL, OpenGL, OpenMP, OpenCL (or alternatives) is a plus

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San Francisco, California
Skills Desired
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  • C++
  • Calculus
  • Data Science
  • Data Structures
  • Design
  • Geometry
  • Java
  • Linear Algebra
  • Linux
  • Mac
  • Math
  • Oral Communication
  • Programming
  • Python
  • Scala
  • Computer Engineering
  • Computer Graphics
  • Git
  • OpenCL
  • Version Control
  • 3D
  • Computer Science
  • Cloud Computing
  • Parallel Programming

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