Senior Machine Learning Engineer (m/w/d) - PDR.cloud GmbH
Core
End-to-end Machine Learning lifecycle management for a SaaS platform digitizing automotive repair damage processes.
Role type
Senior Machine Learning Engineer (hands-on IC)
Builds
Cloud-based SaaS platform for automotive repair shops
Domain
Automotive insurance / SaaS / Cloud infrastructure
Deliverable
production ML models
Required skills
Python, SQL, Cloud platforms (AWS/GCP/Azure), statistical modeling, probabilistic models, MLOps, pipeline design, feature engineering, data acquisition, schema design
Preferred skills
Event/sequence data handling, probabilistic modeling, process mining, greenfield infrastructure setup, SaaS/automotive/insurance domain experience
Technologies
Python, SQL, AWS, GCP, Azure, sklearn
Responsibilities
Design and build ML pipelines from scratch, perform exploratory data analysis and feature engineering, develop and deploy production models, collaborate with product and engineering on rapid prototyping, calibrate models for diverse customer bases
Seniority
Senior, hands-on IC
