ml engineer for SaaS

PDR.cloud is a Berlin-based SaaS company that provides cloud-based software for automotive repair service providers to manage billing and damage processes. It combines classic dealer-management system functions with smart solutions and modern IT architecture to support fully digital workshops and simplify increasingly complex repair workflows.

• Own the complete ML lifecycle, including exploratory analysis, data modeling, feature engineering, model development, and production pipelines;
• Handle data acquisition, schema design, data preparation, and data evaluation tools;
• Collaborate with Product and Engineering to validate hypotheses, iterate on models, extract insights, and turn them into product decisions;
• Shape architecture, tooling, and data culture;
• Calibrate models for a growing, heterogeneous customer base and continuously improve model quality.

• Several years of experience as a Machine Learning Engineer, Data Engineer, or Applied Data Scientist with a clear engineering focus;
• Ability to design pipelines independently and solve data problems autonomously;
• Strong Python and SQL skills;
• Confident use of AWS, GCP, or Azure;
• Solid statistical foundation beyond sklearn defaults, including classical and probabilistic model families;
• Experience with production model deployment and MLOps fundamentals;
• Ability to build new model pipelines from scratch;
• Pragmatic, hands-on mindset and confidence working with incomplete data and changing requirements;
• Fluent German (C1);
• Fluent English (C1);
• Work authorization for Germany;
• Nice to have: experience with event or sequence data and irregular timestamps, knowledge of probabilistic modeling or process mining, experience building data and ML infrastructure in a greenfield setup, background in SaaS, automotive, or insurance environments, experience in agile product teams and direct collaboration with pilot customers.

• Work authorization for Germany is required;
• German - Fluent (C1), English - Fluent (C1);
• Relocation support is not specified.