Senior MLOps Engineer

Про позицію

WPP is the creative transformation company that utilizes creativity to build better futures. Choreograph, WPP’s data products and technology company, is on a mission to transform marketing through a connected data platform.

Обовʼязки7

• Deploying and maintaining algorithms developed by data scientists.
• Building the software and infrastructure to deploy models into a production environment.
• Optimizing code for latency and efficiency across different hardware.
• Designing, building, and maintaining technical components that integrate into existing software to train and deploy ML models.
• Implementing logging and monitoring to track model performance and performing necessary updates.
• Collaborating with data scientists to convert models into production-ready systems.
• Designing, building, and deploying technical components to enable scalable experiments and model evaluation.

Вимоги5

• 5 years of experience in a related field.
• Strong knowledge of GCP (especially Vertex, BigQuery, Model Registry).
• Proficient in Python and experience with Docker and FastAPI (or similar).
• Experience with SQL, Terraform, and a strong understanding or hands-on ML experience.
• Ability to implement scalable experimentation and model tracking.