Data Scientist
1.6-2.3万·13薪广州市本科不限经验
职位描述
Role and responsibility:
- Develop AI and machine learning solutions to optimize business performance across different areas of the organization;
- Automate operations process by using AI solutions to increase STP to reduce costs and improve customer experience
- Use data analytics to help in-country Marketing, Distribution, Operation, compliance and HR teams to increase revenue, lower costs and improve operational efficiency;
- Identify actionable insights, suggest recommendations, and influence the direction of the business of cross functional groups;
- Build monitoring solutions to track the performance of models;
- Create compelling business presentations to explain to the business units the main insights of the developed analytics solutions;
- Coordinate with different business units to implement models or process and tools.
Requirement:
- Studying a numerate discipline e.g. Actuarial science, Mathematics, Statistics, Engineering, or Computer Science with a strong computer programming component;
- Demonstrable understanding of data quality risks and ability to carry out necessary quality checks to validate results obtained;
- Experience in developing AI solutions for computer vision and Natural Language Process (including Transformers)
- Knowledge of a variety of machine learning techniques (clustering, decision tree, random forest, neural networks, etc.)
- Proven hands-on experience in the use of at least one advanced data analysis platform (e.g. Python, R);
- Sound knowledge of programming in SQL or other programming experience;
- Articulate, with excellent oral and written communication skills. Fast learner with a willing attitude. Intellectually rigorous, with strong analytical skills and a passion for data.
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