1. Conduct data science projects to help clients drive solutions and solve business problems from various domains using a wide range of data science techniques, including but not limited to Machine learning, data visualization, statistics, and so on.
2. Design, develop and maintain scalable automated machine learning and data science pipelines and applications to empower users to extract valuable results.
3. Build new and enhance existing tools to strengthen the internal toolbox of the Data Science Team.
4. Carry out research on new data science techniques, approaches, tools, and application scenarios.
5. Work closely with diverse roles such as data scientists, project managers, product managers, data engineers, web developers, designers to name just a few to scale MoBagel’s products. [Requirements]
1.Degree from a leading university with a quantitative focus, e.g. Economics, Mathematics, Statistics, Computer Science, Electrical Engineering, Physics, or other related areas
2. 2+ years of industry experience in data science with strong knowledge of automated machine learning, machine learning, deep learning, statistics, and data analytics
3. Familiarity with technologies like Python, R, SQL, and TensorFlow (Good programming skill in Python is a plus)
4. Experience in conducting data science projects
5. Excellent communication and presentation skills in English and Mandarin Chinese in terms of both verbal and written proficiency
6. Ability to translate scientific insights into business decisions [加分條件]
1. Experience in applying data science focusing on specific industries such as retail, manufacturing, financial service, digital marketing, and so on is preferred
2. Practical experience in software development practices including but not limited to version control like Git flow, code review, documentation, and deployment practices and knowledge of frontend and backend are preferred
3. Strong problem-solving skills to develop creative and effective solutions considering business and technical aspects