AI Engineer (m/w/d) Karlsruhe, Baden-Württemberg
Core
Develop production-ready machine learning models, end-to-end workflows, and stable 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 business 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), Generative AI, Computer Vision, Predictive Analytics
Technologies
PyTorch, TensorFlow, scikit-learn, Git, REST-APIs
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; conduct code reviews and support development processes.
Seniority
Senior, hands-on IC
