Senior AI/ML Programmer
6 days ago
Job Overview
The Content Creation Technology Group at Ubisoft is seeking a highly skilled Senior AI/ML Programmer to contribute to the development of applications in the domains of Generative AI and ML bots. As a key member of our team, you will bring best practices and design principles to assist us in delivering our ambitious roadmap.
Main Responsibilities:
- Design and develop machine learning systems and schemes based on business requirements and objectives.
- Write ML algorithms and train models.
- Create tools to support and integrate ML models inside a multi-process pipeline.
- Identify, prepare, and analyze data for training and testing purposes.
- Conduct experiments, perform statistical analysis, and fine-tune models.
- Enhance existing machine learning libraries and frameworks.
- Collaborate with data science team, research team, and other stakeholders.
Other Responsibilities:
- Create proof of concepts that require model training, fine-tuning, experimenting with different techniques and models.
- Optimize existing models and solutions for improved performance, scalability, and efficiency.
- Adapt and improve models' usage, facilitate tools usage, and adapt these to users' needs.
- Collaborate with cross-functional teams to define project requirements and objectives.
- Conduct research to stay up-to-date with the latest advancements.
- Document, present, and share knowledge to communicate complex AI concepts to both technical and non-technical collaborators.
Qualifications:
- Bachelor's degree in computer science or computer engineering or equivalent. Master's in AI or Machine Learning is an asset.
Relevant Experience:
- Minimum 5 years' experience in AI/ML.
Skills:
- Deep knowledge of Machine Learning and deep learning fundamentals.
- Proficient in Python and experience with libraries and frameworks such as PyTorch, scikit-learn, pandas, FastAPI.
- Good knowledge of cloud-based platforms is an asset.
- Good knowledge of Database products is an asset.
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