Senior C++ Programmer - Machine Learning

UbisoftMontreal, QC
Onsite

About The Position

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.

Requirements

  • Minimum 10 years of experience in C++ programming.
  • Minimum 5 years of experience in AI/ML.
  • 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.

Nice To Haves

  • A master’s degree in Machine Learning or any other relevant field is a strong asset.
  • Proficiency in Python is an asset.
  • Experience working with game engines is an asset.

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.
  • 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.
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