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資料工程師/資料科學家
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- 熟悉python（會使用pandas、numpy等套件）
- 資料庫規劃經驗
- 瞭解任一關聯式資料庫(ex: mongodb、MySql、big query...etc.)
- 具備資料處理經驗
加分項目：
- 任何網站前端或後端開發經驗(ex:react、html5, vue,...etc）
- 系統分析經驗
- 雲端服務（AWS、GCP）
Data Engineer/Scientist (Motion Analysis)
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- Prepare and evaluate patients according to established protocols, physician prescriptions, and clinic notes
- Perform initial interpretation of patient data
- Confer with physical therapist regarding the physical examination and observational gait analysis
- Review patient data with physician and gait analysis team to determine treatment recommendations. Prepares final report incorporating information from all sources
- Maintain the storage of patient and clinical research data.
- Design and develop data collection plans and protocols with clinical experts
- Recruit, coordinate and perform data collection studies following standard research guidelines and procedures
- Write software to pull, sync and analyze data from ground truth devices and the system
- Coordinate and manage multiple data collection projects at once
- Perform literature reviews and work with clinical experts and internal teams to identify gold standard clinical devices and define clinical data requirements
- Technically evaluate ground truth devices to ensure devices are compatible and capable of data collection
- Label, sync and prepare data for algorithm development
- Test data integrity and quality and integrate structured and unstructured data into existing infrastructure
- Work with analytics and clinical affairs to analyze and present data findings through white papers, publications, etc.