Lecturio Weiterbildung & Trainings

Data Scientist

• Formulate testable hypotheses regarding educational structures, conceptual relationships, and learning outcomes
• Design structured experiments to evaluate hypotheses rigorously
• Analyze domain data to determine optimal data structures
• Define semantic schemas and map complex medical content into structured knowledge representations
• Design validation methodologies, metrics, and quality benchmarks
• Measure the accuracy, logical consistency, and statistical validity of structured knowledge models against gold-standard medical guidelines
• Develop measurable indicators and control mechanisms to evaluate AI feature performance, reasoning quality, and failure modes
• Work with medical experts to validate extraction accuracy
• Partner with the platform engineering team to integrate the Knowledge Graph API into core product features
• Observe data patterns, formulate questions and hypotheses, conduct experiments, analyze data statistically, and draw conclusions

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