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Senior ML OPS _ Content Creation Technology Group - Jobs in Montreal, Québec

Ubisoft
Job LocationMontreal, Québec
EducationNot Mentioned
SalaryNot Mentioned
IndustryNot Mentioned
Functional AreaNot Mentioned
Job TypeFull time

Job Description

Job DescriptionThe Content Creation Technology Group (CCTG) is looking for a Senior ML Ops to work in a team that develops machine learning tools to support teams in creating, testing, and deploying ML solutions to games. You will support and collaborate with Data Scientists, Software Developers and other stakeholders in delivering these ML solutions. The Senior ML Ops role will bring best practices and design principles to assist the team in delivering our ambitious features roadmap. Main responsibilities:

  • Designing and developing machine learning systems and schemes based on the business requirements and objectives.
  • Optimizing existing tools for improved performance, scalability, and efficiency.
  • Contribute to the industrialization of machine learning projects, focusing on building pipelines and workflows.
  • Adapting and improving models’ usage, facilitating tools usage, and adapting these to users needs.
  • Create tools to support and integrate the ML models inside a multi-process pipeline.
  • Enhancing the existing machine learning libraries and frameworks.
  • Collaborating with game production teams, data science team, research team and other stakeholders.
Other responsibilities:
  • 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.
  • Creating proof of concepts to satisfy investigations into product directions.

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