AI Engineer (m/w/d) Köln
Core
Develop production-ready machine learning models, end-to-end workflows, and scalable data pipelines for operational use within an enterprise.
Role type
Senior IC AI Engineer (MLOps & Production ML)
Builds
Scalable ML models, data pipelines, and integrated AI applications for enterprise operations
Domain
Enterprise Technology / Machine Learning / MLOps
Deliverable
production ML models
Required skills
Machine Learning, MLOps, Data Pipeline Engineering, Model Deployment, Monitoring & Drift Detection, Python, SQL, Cloud Infrastructure, Containerization (Docker/Kubernetes), CI/CD, Software Architecture
Preferred skills
NLP, Large Language Models (LLM), Prompt Engineering, Generative AI, Computer Vision, Predictive Analytics
Technologies
PyTorch, TensorFlow, scikit-learn, Python, SQL, Git, Docker, Kubernetes
Responsibilities
Design and manage end-to-end ML workflows from data preparation to deployment; Integrate models into existing software landscapes and cloud architectures; Optimize model performance, inference speed, and stability; Ensure data quality and validate data sources; Document architectures and technical decisions; Collaborate with software engineering and data teams.
Seniority
Senior, hands-on IC