Senior ML Programmer _ Content Creation Technology Group

1 Month ago • 5 Years + • Artificial Intelligence

Job Summary

Job Description

The Content Creation Technology Group (CCTG) seeks a Senior AI/ML Programmer to develop Generative AI and ML bot applications. Responsibilities include designing and supporting ML systems based on business needs, collaborating with data scientists and other specialists, developing and maintaining inference engines and ML libraries, leveraging hardware for computation acceleration, creating systems for data tracking and model training, benchmarking and optimizing model performance, and writing unit and integration tests. The role also involves creating proof-of-concepts, suggesting system improvements, conducting research on advancements, and communicating complex AI concepts to various stakeholders. A minimum of 5 years of AI/ML experience is required.
Must have:
  • 5+ years AI/ML experience
  • Strong C++ programming
  • ML & deep learning fundamentals
  • Develop & maintain ML systems
  • Hardware knowledge (NPU, GPU, CPU)
  • Strong architecture skills
Good to have:
  • Python proficiency
  • Game engine experience
  • Database knowledge
  • Cloud platform experience
  • Master's in Machine Learning

Job Details

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 role will bring best practices and design principles to assist the team in delivering our ambitious features roadmap.

Main responsibilities:

  • Provide and support ML systems based on the business requirements and objectives.
  • Set out technical designs to meet system needs whenever necessary
  • Collaborate with data science team, specialist programmers (AI, 3D, physics, sound, animation, etc.), research team and other stakeholders like productions.
  • Develop, integrate and maintain Inference engines, ML libraries and 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
  • Write unit tests and integration tests

Other responsibilities:

  • 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.

QUALIFICATIONS

Education:

  • Bachelor’s degree in computer science or computer engineering or equivalent. Master in Machine Learning is an asset.

Relevant Experience:

  • Minimum 5 years’ experience in AI/ML.

Core Skills:

  • A good knowledge of Machine Learning and deep learning fundamentals.
  • Extensive knowledge of C++
  • Strong Architecture skills
  • A good hardware knowledge, to take advantage of multithreading, and optimize memory management.

Other Skills:

  • 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.

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