Data Scientist

该职位来源于猎聘 职责描述： ? Develop AI and machine learning solutions to optimise business performance across different areas of the organisation; ? Use data analytics to help in-country Marketing, Distribution and Operation teams to increase revenue, lower costs and improve operational efficiency; ? Identify actionable insights from analytics solutions, and communicate this to relevant stakeholders to improve decision making and drive business performance; ? Develop in depth understanding of the business and be able to advise the business on the right analytics approach by participating in business discussions and presentations as applicable; ? Work closely with business units to govern the effective implementation of analytics solutions.; ? Implement analytical models into production by collaborating with relevant stakeholders; ? Guide junior data scientists providing technical expertise on the development of Machine Learning solutions; ? Drive analytics innovation by keeping abreast of industry’s trends, evaluating and adapting new and improved data science approaches for the business. 任职要求： ? Bachelor’s degree in a numerate discipline e.g. Data Science, Actuarial Science, Mathematics, Statistics, Engineering, or Computer Science with a strong computer programming component; ? At least 2 of years working experience, with extensive hands-on experience in developing AI and Machine Learning solutions; ? Proven hands-on experience in the use of at least one advanced data analysis platform (e.g. Python, R); ? Exposure to all stages of data analytics project lifecycle (scope definition, data requirements, extraction, exploration, transformation, solution development, tracking); ? Demonstrable understanding of data quality risks and ability to carry out necessary exploratory data analysis and quality checks to validate results obtained; ? Knowledge of a variety of machine learning techniques (clustering, decision tree, random forest, artificial neural networks, etc.); ? Excellent relationship management, strong team building, and the ability to work across business units and functions to drive positive business outcomes; ? Sound knowledge of programming in SQL or other programming experience; ? Articulate, with excellent oral and written communication skills. Adaptable, able to interact and build strong relationships with people from a diverse range of backgrounds; ? Fast learner with a willing attitude. Intellectually rigorous, with strong analytical skills and a passion for data