London - ML Ops Engineer II (Experiences)
Core
Build and maintain scalable ML/AI infrastructure to support pre-computed, batch, and real-time model needs for Tripadvisor's travel experiences marketplace.
Role type
Intermediate MLOps Engineer
Builds
Production ML pipelines and platforms on AWS
Domain
Travel technology / Cloud Infrastructure
Deliverable
production ML models
Required skills
MLOps, AWS, Infrastructure-as-Code (Terraform/CloudFormation), Kubernetes, CI/CD, Python, Docker, ML pipelines
Preferred skills
GCP, Seldon, KServe, RayServe, MLFlow, Sagemaker, Kubeflow, ArgoCD, Spark, Pandas, Vector/Graph DBs, LLMOps, Model optimization
Technologies
AWS, GCP, Terraform, CloudFormation, Kubernetes, Seldon, KServe, RayServe, MLFlow, Sagemaker, Kubeflow, ArgoCD, Docker, Ray, Spark, Pandas, Postgres, Snowflake, BigQuery, Argo Workflow
Responsibilities
Develop and maintain ML infrastructure across the model lifecycle; Support tech stack evolution on AWS; Monitor ML pipelines for accuracy, drift, and SLA; Collaborate with cross-functional teams on requirements; Foster innovation in MLOps; Operate independently and within teams.
Seniority
Intermediate, hands-on IC
