• An ongoing university degree in a relevant area of study, such as: Machine Learning (CV, NLP, RL, DL etc.)
• Collaborate with team members and game production teams to develop prototypes.
• Explore innovative ideas through designing and implementation of prototypes.     
• Set up experiments to evaluate, compare, and refine prototypes. 
• Share your results through written analyses and presentations. 
• Document your work for knowledge transfer and to allow users to understand prototypes.
• Provide support on the prototype you have worked on.
• Communicate progress outside Ubisoft by publishing papers and presenting at conferences.
• Program with respect to best practices, performance, maintenance, compatibility, and portability requirements.
• Stay up to date on relevant research and technological advancements to identify new opportunities applicable to video games. 

Must have：

• An ongoing university degree in a relevant area of study, such as: Machine Learning (CV, NLP, RL, DL etc.)
• Computer Science Statistics
• Applied Mathematics
• Applied Physics
• Hands-on experience in personal projects, internships, or industry.
• Intermediate to advanced knowledge of Python and/or C++ and frameworks such as TensorFlow, PyTorch, Keras
• A solid foundation in mathematics
• Critical thinking capabilities
• Curiosity and resourcefulness
• Good interpersonal and communication skills
• Collaborative and results-oriented spirit

Nice–to have：

• Some experience with Digital Content Creation tools (Maya, Houdini, Blender, MotionBuilder…).
• Some experience with game engines such as Unreal or Unity.
• Some Knowledge about the video game development process.

Benefits and Perks from Ubisoft Shanghai:

• Future of Work framework: flexible hours and up to 8 days of working remotely per calendar month
• A minimum of 15 days paid annual leave
• Monthly meal and snack allowance
• Premium medical insurance plan and free annual health check
• Game Package: free access to Ubisoft games on PC plus a rich and expanding library of games & books
• Employee Assistance Program: wellbeing solutions, emotional support, and life coaching
• 10+ staff clubs featuring weekly sports and gaming activities and events