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Senior C++ Programmer – Machine Learning Content Creation Technology Group

Senior C++ Programmer – Machine Learning Content Creation Technology Group

CompanyUbisoft
LocationMontreal, QC, Canada
Salary$Not Provided – $Not Provided
TypeFull-Time
DegreesBachelor’s
Experience LevelSenior

Requirements

  • Bachelor’s degree in computer science or computer engineering or equivalent
  • Minimum 5 years’ experience in AI/ML
  • In-depth knowledge of C++ required
  • Strong Architecture skills
  • A good hardware knowledge, to take advantage of multithreading, and optimize memory management.

Responsibilities

  • Provide and support ML systems based on business requirements and objectives.
  • Establish technical designs to meet game’s needs.
  • Collaborate with the data science team, specialized programmers (gameplay, AI, etc.), the research team, and other stakeholders such as productions.
  • Develop, integrate, and maintain inference engines, libraries, and ML frameworks.
  • Leverage best hardware (NPU, GPU, CPU) to accelerate ML related computations
  • Develop systems that allow Gameplay programmers and Data scientist to easily track relevant data to train models
  • Develop systems to benchmark, evaluate and optimize model’s performance
  • Program in a clear and structured manner that is in keeping with performance, maintenance, modularity, scalability and compatibility requirements
  • Integrate and maintain ML systems in game engines and games.
  • Write unit tests and integration tests
  • Creating proof of concepts, that can require model training, fine tuning, experimenting with different techniques and models.
  • Suggest improvements whenever necessary by designing and implementing new systems or enhancing existing ones
  • 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.

Preferred Qualifications

  • Proficient in Python is an asset.
  • Experience working with game engines is an asset.
  • A good knowledge of Database products is an asset.
  • A good knowledge of cloud-based platforms is an asset.
  • A good knowledge of machine learning and deep learning fundamentals.