Senior MLOps Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior MLOps Engineer (AI): Building and optimizing CI/CD pipelines for ML and LLM models with an accent on scalability, latency, and cost-efficiency. Focus on designing robust MLOps frameworks, automating model lifecycles, and managing cloud infrastructure to ensure reliable production deployments.
Location: Hybrid in Cologne or Remote within the EU
Company
Europe’s leading e-pharmacy dedicated to innovation and improving human health through collaborative, purpose-driven technology.
What you will do
- Develop and maintain CI/CD pipelines for ML and LLM production deployments.
- Optimize LLM deployment strategies focusing on latency, cost, and scalability.
- Automate model retraining and redeployment processes based on data patterns.
- Manage cloud and on-premise infrastructure using platforms like AWS, GCP, or Azure.
- Implement data versioning and validation to ensure integrity across the ML lifecycle.
- Utilize tools like MLflow for experiment tracking and model reproducibility.
Requirements
- Hands-on experience in MLOps, DevOps, or related engineering roles.
- Proficiency with cloud platforms (AWS, Azure, GCP) and containerization (Docker, Kubernetes).
- Strong scripting skills in Python and Bash.
- Experience with infrastructure-as-code tools like Terraform and version control systems.
- Familiarity with CI/CD tools and ML workflow frameworks like MLflow or Kubeflow.
- Must be based in the EU for remote work arrangements.
Culture & Benefits
- Flexible remote work policy with up to 20 days per year working from anywhere in the EU.
- Comprehensive personal development support through internal and external training.
- Corporate pension plan with dedicated external consulting.
- Access to professional mental health support via nilo.
- Regular team-building events and company celebrations.
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