(中科) Data Scientist Engineer

As the data scientist, you'll join the AI/Big Data Analytics program/projects related to FDC (Fault Detection and Classification)、Process Measurement data, etc., to build the model or algorithm for driving business value from data insights. Perform new strategies or solution in run-to-run process control, fault detection and classification, predictive analytics (Prognostic and Health Management, etc), and virtual metrology enable improvements in yield, quality, and manufacturing efficiency.

1. Design, implement and build high quality machine learning prediction models/systems for various business applications.
2. Machine Learning and predictive analytics projects include feature engineering, model building, algorithm development.
3. Processing, cleansing, and verifying the integrity of data used for analysis.
4. Build high quality machine learning prediction models/systems for various business applications.
5. Advanced ability to perform Exploratory Data Analysis and knowledge of statistics.
6. Ability to visualize data in the most effective way possible for a given summary.
 

【工作地點】中科(台中市大雅區中部科學園區科雅一路8號) 

【條件要求】
學歷要求：碩士
科系要求：數學及電算機科學學科類(全部) │ 數理統計相關 │
相關經驗：不拘
語言能力：英文 中級    
管理責任：No
輪班需求：No
出差需求：無
外派需求：No
其他條件：

1. Experience with Machine Learning, Statistical Modeling, model/algorithm building of the practical application.
2. Familiar with programming languages like Python, R or SQL.

3. Familiar with git and related development flow (eg. gitflow, CI/CD) is required.
4. Experience on database (Oracle, MS SQL, impala, etc) for data acquisition.
5. Experience on constructing http API with Python on Django framework.
6. Experience on Angular/Devops/MLops.
7. Master's degree in Computer Science/Engineering