Ubisoft

Company DescriptionJob Description

The Content Creation Technology Group (CCTG) is looking for a Senior AI/ML Programmer who will contribute to the development of applications in the domains of Generative AI and ML bots. The Senior AI/ML Programmer role will bring best practices and design principles to assist the team in delivering our ambitious features roadmap. 

Main responsibilities: 

• Provide and support ML systems based on business requirements and objectives. 
• Establish technical designs to meet game’s needs. 
• Collaborate with the data science team, specialized programmers (gameplay, AI, etc.), the research team, and other stakeholders such as productions. 
• Develop, integrate, and maintain inference engines, libraries, and ML frameworks. 
• Leverage best hardware (NPU, GPU, CPU) to accelerate ML related computations 
• Develop systems that allow Gameplay programmers and Data scientist to easily track relevant data to train models 
• Develop systems to benchmark, evaluate and optimize model’s performance 
• Program in a clear and structured manner that is in keeping with performance, maintenance, modularity, scalability and compatibility requirements 
• Integrate and maintain ML systems in game engines and games. 
• Write unit tests and integration tests 

Other responsibilities: 

• Creating proof of concepts, that can require model training, fine tuning, experimenting with different techniques and models. 
• Suggest improvements whenever necessary by designing and implementing new systems or enhancing existing ones 
• Conducting research to stay up to date with the latest advancements. 
• Documentation, presentations, and knowledge sharing to communicate complex AI concepts to both technical and non-technical collaborators. 

Qualifications

Education: 

Bachelor’s degree in computer science or computer engineering or equivalent. Master in Machine Learning is an asset. 

Relevant Experience: 

Minimum 5 years’ experience in AI/ML. 

Core Skills: 

• In-depth knowledge of C++ required 
• Strong Architecture skills 
• A good hardware knowledge, to take advantage of multithreading, and optimize memory management. 

Other Skills: 

• Proficient in Python is an asset. 
• Experience working with game engines is an asset. 
• A good knowledge of Database products is an asset. 
• A good knowledge of cloud-based platforms is an asset. 
• A good knowledge of machine learning and deep learning fundamentals. 

Additional Information