Senior AI Platform Engineer — On-Prem & MLOps Expert

TMS Technology; Zürich; Vor Ort; CHF 120.000 - 190.000; Vollzeit

Zusammenfassung

TMS Technology is hiring for a role that turns data science models into production systems capable of running inside client environments, including air-gapped banks. You will own the end-to-end deployment platforms, from training pipelines to serving layers, ensuring reliability in highly regulated infrastructure.

Deep Kubernetes and distributed systems expertise, plus hands-on MLflow and Spark/vLLM, are needed.

Qualifikationen

• Proven experience deploying AI/ML platforms into restricted or isolated environments.
• Strong Kubernetes and distributed systems capabilities in production.
• Hands-on with MLOps tooling (MLflow, equivalents) and Spark or vLLM.
• Ability to explain technical decisions to client infrastructure teams.

Aufgaben

• Build frameworks and pipelines to run AI/ML models in client environments with limited or no outbound internet.
• Deploy and operate ML platforms in isolated, air-gapped settings and ensure production durability.
• Integrate ML systems with Kafka and gRPC-based backends and collaborate with infra and software teams.
• Maintain secure, scalable, and maintainable production deployments and respond to incidents.

Kenntnisse

Kubernetes

MLOps

Spark

Kafka

gRPC

MLflow

Distributed systems

Helm

Tools

vLLM

Jobbeschreibung

TMS Technology is hiring for a role that turns data science models into production systems capable of running inside client environments, including air-gapped banks. You will own the end-to-end deployment platforms, from training pipelines to serving layers, ensuring reliability in highly regulated infrastructure.

Deep Kubernetes and distributed systems expertise, plus hands-on MLflow and Spark/vLLM, are needed.