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Machine Learning Programmer _ Content Creation TG

3 months ago

Montreal, Canada Ubisoft Full time
Job 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 will bring best practices and design principles to assist the team in delivering our ambitious roadmap.

Main responsibilities:

  • Designing and developing machine learning systems and schemes based on the business requirements and objectives.
  • Write ML algorithms and train models.
  • Create tools to support and integrate the ML models inside a multi-process pipeline.
  • Identifying, preparing, and analyzing data for training and testing purposes.
  • Conducting experiments, performing statistical analysis, and fine-tuning models.
  • Enhancing the existing machine learning libraries and frameworks.
  • Collaborating with data science team, research team and other stakeholders.

Other responsibilities:

  • Creating proof of concepts, that can require model training, fine tuning, experimenting with different techniques and models.
  • Optimizing existing models and solutions for improved performance, scalability, and efficiency.
  • Adapting and improving models’ usage, facilitating tools usage, and adapting these to users needs.
  • Collaborating with cross-functional teams to define project requirements and objectives.
  • 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 AI or Machine Learning is an asset.

Relevant experience:

  • Minimum 5 years’ experience in AI/ML.

Skills:

  • A deep knowledge of Machine Learning and deep learning fundamentals.
  • Proficient in Python and have experience with libraries and frameworks such as PyTorch, scikit-learn, pandas, FastApi.
  • A good knowledge of cloud-based platforms is an asset.
  • A good knowledge of Database products is an asset.
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