Knowledge or experience in the followingbr br 1. Experience producing Class II medical device;br 2. Knowledge of orthodontic and general dentistry practices and industry;br 3. Data mining and manipulation of large datasets to uncover insights;br 4. SQL and NoSQL systems to manage large datasets;br 5. Scientific computing in Python or R to create predictive models and run statistical analyses in the field of orthodontics;br 6. Advanced statistical techniques, including regression, properties of distributions, statistical tests and timeseries analysis;br 7. Build and program against complex systems using 3rd party application programming interfaces;br 8. Integrating models into enterprise processes and pipelines;br 9. Machine learning techniques such as clustering, decision tree learning and neural networks to understand their advantages and drawbacks; andbr 10. Presenting complex mathematical and statistical concepts and outcomes of the analysis to decisionmakers.
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