Machine Learning Programmer _ Content Creation TG
Montreal, QC H1A 0A1 Hybrid
More than 3 months ago
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Job Description
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:
Education:
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.
- 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.
Education:
- Bachelor's degree in computer science or computer engineering or equivalent. Master in AI or Machine Learning is an asset.
- Minimum 5 years' experience in AI/ML.
- 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.
About Ubisoft
Learn More About UbisoftUbisoft Entertainment SA is a French video game company headquartered in Montreuil with several development studios across the world. It publishes games for several video game franchises, including Assassin's Creed, Far Cry, Just Dance, Prince of Persia, Rayman, Raving Rabbids, and Tom Clancy's. The company's largest development studio is Ubisoft Montreal in Canada, which is responsible for the development of Assassin's Creed, Far Cry, and Watch Dogs, among others. Ubisoft is the fourth largest publicly traded game company in the Americas and Europe in terms of revenue and market capitalization, after Activision Blizzard, Electronic Arts, and Take-Two Interactive. The company has over 18,000 employees and has development studios in 35 countries. Ubisoft's revenue for the fiscal year 2020-2021 was ?2.2 billion.
