Senior ML Ops Engineer

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SHOP APOTHEKE EUROPE

WebsiteLinkedInAll Job Openings

1001 - 5000 employees

⚕️ Healthcare Insurance

🛒 Retail

💊 Pharmaceuticals

Healthcare Insurance • Retail • Pharmaceuticals

SHOP APOTHEKE EUROPE is a pharmacy company focused on providing healthcare and pharmaceutical services within Europe. Operating under the brand name Redcare, it emphasizes a people-first approach to pharmacy, aiming to guide individuals through their health journeys. The company is committed to sustainability, aligning its strategies with the Paris Climate Agreement to contribute positively to environmental health. SHOP APOTHEKE EUROPE also engages in public affairs, investor relations, and offers career opportunities for those interested in joining their mission-driven team.

📋 Description

• Develop and maintain CI/CD pipelines for deploying ML and LLM models in production, ensuring rapid and reliable model iteration. • Optimize the deployment process for LLMs, considering cost, latency, and scalability constraints. • Automate model retraining and redeployment processes to respond to changing data patterns. • Set up and manage cloud and on-premise infrastructure for ML/LLM workloads on platforms such as AWS, GCP, or Azure. • Work with containerization and orchestration tools (e.g., Docker, Kubernetes) to ensure scalable and resilient model deployment. • Implement data versioning and validation processes to maintain data integrity throughout the ML lifecycle. • Use tools like MLflow for tracking experiments, managing model versions, and maintaining reproducibility. • Document MLOps/LLMOps practices and mentor team members on deployment best practices.

🎯 Requirements

• Experience in MLOps, DevOps, or a related role, with hands-on experience deploying ML/LLM models. • Proficiency in cloud platforms (AWS, Azure, GCP) and containerization (Docker, Kubernetes). • Experience with CI/CD tools (e.g. Github Actions or Jenkins) and ML workflow tools (e.g., MLflow, Kubeflow). • Strong scripting skills (Python, Bash) and familiarity with infrastructure-as-code tools (e.g., Terraform) and experience with Git or version control mechanisms. • Strong analytical and problem-solving skills.

🏖️ Benefits

• Work from Home : If your job does not require you to be present in the office, we can arrange the place you work from individually - even for up to 20 days a year anywhere in the EU. • Personal development : Grow! We support and encourage your individual development through various in- and external trainings. • Redcare events : We promote teambuilding through creative team events, and celebrate our successes together at regularly scheduled parties. • Corporate pension plan : We offer a company pension scheme and have a dedicated external consultant to offer you the best guidance and advice. • Mental Health : Get quick and professional help from psychologists of nilo if you feel overwhelmed in private or professional life. Anonymous and free of charge.