ML / DevOps Engineer (m/f/d)

ML / DevOps Engineer (m/f/d)

108_622

Obowiązki

• Design, develop, and maintain end-to-end CI/CD pipelines in GitLab for ML apps/services (tests, quality gates, image building, artifact versioning, multi-env deployments).
• Containerize apps/services with Docker, prepare Helm/K8s manifests.
• Maintain Kubernetes clusters: stability, security, scalability, collaborate on changes and troubleshooting.
• Manage on-prem K8s clusters: upgrades, config, capacity planning, issue support.
• Implement observability (Prometheus, Grafana, ELK/Loki) for metrics, logs, alerts.
• Handle model/data versioning and artifacts with Data Science teams.
• Basic Python/ML integration for production models (API/batch).
  
• Ability to work in a dynamic environment and build solutions from scratch.

Wymagania

• 3+ years DevOps/SRE/MLOps experience with production systems.

• Strong Kubernetes: workloads (Deployments, StatefulSets, Jobs/CronJobs), networking (Ingress/Service), storage (PVC/CSI), autoscaling, prod diagnostics.

• Docker expertise (builds, optimization, hardening), Helm/Customize.

• GitLab CI/CD pipelines (environments, artifacts, rollouts/rollbacks).

• Python + ML libs (scikit-learn, PyTorch/TensorFlow) for model packaging.
• Observability: Prometheus/Grafana/ELK-Loki, alerts & incident analysis.

• Linux + automation (bash, IaC welcome).
• Fluent English and Polish (both written and spoken).

• Creative, open-minded, and proactive approach to problem-solving.

• Ability to work in a dynamic environment and build solutions from scratch.

Nice to Have

• GPU on K8s (labeling, affinities, monitoring).

• MLOps tools (MLflow, Kubeflow, Airflow).

• IaC (Terraform/Ansible).

• Regulated environments (pharma/finance).

Oferujemy

• Daily cooperation and know-how exchange with experts.
• Additional benefits: a prepaid lunch card, private medical care, subsidized sports card, and office fruit provision.
• Internal Development initiatives, including soft & leadership skills training programs.
• Recognition Program.
• Employee Referral Program.
• Support & incentive bonus for completing Ph.D.
• Various sports and engagement initiatives.

Źródło: Selvita/Praca

Aplikuj