TL;DR
Senior MLOps Engineer (AI/ML): Designing, developing, and maintaining robust MLOps infrastructure and workflows with an accent on deployment, monitoring, and scalability of machine learning models. Focus on streamlining the machine learning lifecycle, operationalizing cutting-edge solutions, and ensuring compliance with security and governance.
Location: Primarily based in Berlin, Germany, with freedom to work from abroad for up to 90 days worldwide.
Company
hirify.global builds and optimizes a flexible, highly scalable promotions engine for its customers.
What you will do
- Build and maintain MLOps pipelines to automate data preparation, model training, evaluation, deployment, and monitoring of ML models and data pipelines.
- Design scalable infrastructure using cloud platforms and tools like Kubernetes, Docker, and Terraform.
- Implement CI/CD for ML models, ensuring reproducibility, reliability, and version control.
- Monitor model performance and data drift in production, and implement automated retraining workflows.
- Collaborate with data scientists and engineers to operationalize machine learning models in a secure, efficient, and scalable manner.
- Maintain model registries, metadata tracking, and experiment management tools.
Requirements
- 6+ years of experience in software engineering or DevOps, with at least 3+ years in MLOps or ML infrastructure roles.
- Experience deploying and managing machine learning systems at scale in high-availability, real-time environments.
- Strong programming skills in Python and familiarity with ML frameworks (e.g., PyTorch, TensorFlow, Scikit-learn).
- Proficiency with Google Cloud Platform and infrastructure-as-code tools like Terraform.
- Hands-on experience with tools like Vertex AI, MLflow, Kubeflow, Airflow, or SageMaker.
- Experience with containerization and orchestration technologies (Docker, Kubernetes).
Culture & Benefits
- €1,000 annual learning budget, full LinkedIn Learning access, and free German language courses.
- 30 days of annual leave, plus extra paid days for your birthday and moving day.
- Home office setup budget and a monthly home office allowance.
- Freedom to work from abroad for up to 90 days worldwide.
- Mental health support with nilo.health and a discounted Urban Sports Club membership.
- Flexible and family-friendly environment with modern software and hardware.
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