Senior ML Programmer

6 Months ago • 5 Years +

Research Development

Job Description

The Content Creation Technology Group (CCTG) seeks a Senior AI/ML Programmer to develop applications in Generative AI and ML bots. Responsibilities include providing and supporting ML systems based on business needs, establishing technical designs, collaborating with data science and other teams, developing and maintaining inference engines and ML frameworks, leveraging optimal hardware for ML computations, developing data tracking systems for model training, benchmarking and optimizing model performance, programming with focus on performance, maintenance, and scalability, integrating ML systems into game engines, writing unit and integration tests, creating proofs of concept, suggesting improvements, conducting research, and sharing knowledge. The ideal candidate will have in-depth C++ knowledge, strong architecture skills, and hardware expertise.

Good To Have:

Python proficiency
Game engine experience
Database knowledge
Cloud platform knowledge

Must Have:

In-depth C++ knowledge
Strong architecture skills
5+ years AI/ML experience
Develop and maintain ML systems
Collaborate with cross-functional teams

Add these skills to join the top 1% applicants for this job

cpp

data-science

deep-learning

python

multithreading

machine-learning

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 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

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:

In-depth knowledge of C++ required

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.

A good knowledge of machine learning and deep learning fundamentals.

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