Senior C++ Programmer - Machine Learning
This senior C++ programmer will design and maintain ML inference engines and integrate them into Ubisoft's game engines, leveraging GPU, NPU, and CPU hardware for acceleration. They will also build evaluation and optimization systems to measure model performance and support the company's innovative ML roadmap.
Skills required
About this role
We are looking for a Senior C++ Programmer to play a key role in building cutting-edge applications powered by Machine Learning. The role of the senior C++ Programmer with experience in AI/ML is to bring best practices and robust design principles, helping us deliver on an ambitious and innovative roadmap.
What you'll do
Main responsibilities:
Provide and support ML systems based on business requirements and objectives.
Develop, integrate, and maintain inference engines, ML libraries, and frameworks.
Leverage the best hardware (NPU, GPU, CPU) to accelerate ML-related computations.
Build systems to evaluate, optimize, and measure model performance.
Integrate and maintain ML systems within game engines and games.
Write unit tests and integration tests.
Collaborate with the data science team, specialized programmers (gameplay, AI, etc.), the research team, and other stakeholders such as production teams.
Write clear and structured code that meets performance, maintainability, modularity, scalability, and compatibility requirements.
Other responsibilities:
Create proof-of-concepts, which may involve model training, fine-tuning, and experimenting with different techniques and architectures.
Suggest improvements when needed by designing and implementing new systems or enhancing existing ones.
Conduct research to stay up to date with the latest advancements.
Prepare documentation, presentations, and knowledge-sharing materials to communicate complex AI concepts to both technical and non-technical collaborators.
Qualifications
What you bring
Education:
- Bachelor’s degree in computer science or computer engineering or equivalent.
- A master’s degree in Machine Learning or any other relevant field is a strong asset.
Relevant Experience:
- Minimum 10 years of experience in C++ programming.
- Minimum 5 years of experience in AI/ML.
Core Skills:
In-depth knowledge of C++ required.
Strong architecture skills.
Good understanding of hardware to leverage multithreading and optimize memory management.
Solid knowledge of machine learning and deep learning fundamentals.
Other Skills:
Proficiency in Python is an asset.
Experience working with game engines is an asset.
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