MLOps Engineer — Production Deployments & Canary Rollouts

White Circle; Paris; Hybride; EUR 65 000 - 85 000; Plein temps

Avantages offerts par ce poste

Paid time off

Comprehensive medical insurance

Team off-sites twice a year

Résumé du poste

White Circle is seeking an MLOps Engineer to bridge Research and Production, responsible for making trained models production-safe through rollout pipelines, quality gates, and dashboards.

This role involves integrating models into serving paths, managing Kubernetes GPU deployments, and implementing CI/CD processes for high model release cadence. Candidates should have strong experience with inference serving engines and Kubernetes.

Qualifications

• Experience with inference serving engines and full request lifecycle understanding.
• Solid Kubernetes GPU experience including resource management.
• Ability to design CI/CD for model serving with quality tests and rollouts.

Responsabilités

• Integrate new models into serving paths and verify their performance.
• Build and maintain pipelines for model releases.
• Create quality and performance gates for promotion.

Connaissances

Inference serving engines

Kubernetes GPU management

CI/CD implementation

Production debugging

Observability and monitoring

Outils

SGLang

TensorRT-LLM

Terraform

Description du poste

White Circle is seeking an MLOps Engineer to bridge Research and Production, responsible for making trained models production-safe through rollout pipelines, quality gates, and dashboards.

This role involves integrating models into serving paths, managing Kubernetes GPU deployments, and implementing CI/CD processes for high model release cadence. Candidates should have strong experience with inference serving engines and Kubernetes.