Senior ML OPS Content Creation Technology Group

Bachelor’s degree in computer science or computer engineering or equivalent
A minimum of 5 years of experience in software engineering
A minimum of 2 years of experience in machine learning
A good knowledge of a production machine learning pipeline; from ML training and deployment to model performance-tracking/behavioral-drift
Proficient in Python and have experience with libraries and frameworks such as PyTorch and/or TensorFlow
A familiarity with MLOps platforms such as Databricks and/or ClearML
A good knowledge of container technology such as Docker and/or Kubernetes
A good knowledge of machine learning and deep learning fundamentals

Designing and developing machine learning systems and schemes based on the business requirements and objectives
Optimizing existing tools for improved performance, scalability, and efficiency
Contribute to the industrialization of machine learning projects, focusing on building pipelines and workflows
Adapting and improving models’ usage, facilitating tools usage, and adapting these to users needs
Create tools to support and integrate the ML models inside a multi-process pipeline
Enhancing the existing machine learning libraries and frameworks
Collaborating with game production teams, data science team, research team and other stakeholders
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
Creating proof of concepts to satisfy investigations into product directions