MLOps Engineer: Scale Production ML Systems

JobCloud AG; Portugal; Híbrido; EUR 70 000 - 110 000; Tempo integral

Vantagens oferecidas por esta oferta de emprego

1 day per month to tackle challenges

Tech training & conference budget

Travel to offices (Zurich, Geneva, Bel

Dynamic, fun yet productive culture

Resumo da oferta

JobCloud is seeking an experienced MLOps Engineer to design and operate end-to-end ML pipelines in Porto, Portugal, turning prototyped models into reliable production systems. You will ensure low-latency serving, collaborate with data scientists and cloud engineers, and implement robust CI/CD and IaC practices.

Join a dynamic team that embraces automation, security, and data governance, with opportunities to travel to our global offices and to shape the Pay-per-Performance vision in the European

Qualificações

• 5+ years of experience in MLOps/DevOps in production ML.
• Experience with cloud platforms (AWS, GCP, or Azure) and cloud data warehouses.
• Hands-on with container orchestration (Kubernetes, ECS).
• Proficient in CI/CD, Infrastructure as Code, and version control.
• Hands-on with ML frameworks (PyTorch, TensorFlow) and familiarity with LLMs/Vector DBs/RAG.
• Strong automation mindset and focus on reliable systems.
• Excellent cross-functional communication and collaboration.

Responsabilidades

• Design, build, and maintain end-to-end ML pipelines from data ingestion to deployment and monitoring.
• Collaborate with data scientists and cloud engineers to productionize ML models.
• Develop and maintain scalable, low-latency model serving infrastructure.
• Manage ML experiment tracking, model versioning, and registry systems.
• Monitor model performance in production and implement alerting systems.
• Implement security best practices and ensure data governance compliance.
• Document MLOps processes, architecture decisions, and runbooks.

Conhecimentos

MLOps

Cloud platforms

Kubernetes

CI/CD

ML frameworks (PyTorch, TF)

Automation

Communication

Ferramentas

Kubernetes

ECS

AWS

GCP

Azure

CI/CD

Descrição da oferta de emprego

JobCloud is seeking an experienced MLOps Engineer to design and operate end-to-end ML pipelines in Porto, Portugal, turning prototyped models into reliable production systems. You will ensure low-latency serving, collaborate with data scientists and cloud engineers, and implement robust CI/CD and IaC practices.

Join a dynamic team that embraces automation, security, and data governance, with opportunities to travel to our global offices and to shape the Pay-per-Performance vision in the European