Research Scientist


(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.
* 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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