London - Senior ML Ops Engineer (Experiences)
Core
Build and maintain scalable ML infrastructure to empower data science teams, supporting the full model lifecycle from development to monitoring for Tripadvisor's travel experiences marketplace.
Role type
Senior ML Ops Engineer
Builds
Production ML infrastructure, cloud migration, and deployment pipelines for travel experience models
Domain
Travel technology / Machine Learning Operations
Deliverable
production ML models
Required skills
ML Ops, AWS, GCP, Infrastructure-as-Code (Terraform, CloudFormation), Python, Spark, Docker, Kubernetes, CI/CD, Data Engineering
Preferred skills
Seldon, MLFlow, Sagemaker, Valohai, ArgoCD, Argo Workflow, Postgres, BigQuery, Java
Technologies
AWS, GCP, Terraform, CloudFormation, Python, Spark, Pandas, Docker, Kubernetes, Seldon, MLFlow, Sagemaker, Valohai, ArgoCD, Argo Workflow, Postgres, BigQuery, Java
Responsibilities
Empower Data Science and ML teams with tools and infrastructure for seamless task execution; Develop and migrate technology stack to AWS cloud; Design and maintain robust infrastructure for pre-computed, batch, and real-time model needs; Foster innovation by generating and implementing new ideas in ML Ops
Seniority
Senior, hands-on IC
