BI Developer （Machine Learning an d Data Mining）

招聘人数：1-3人 到岗时间：不限 年龄要求：不限 性别要求：不限 婚况要求：不限 Senior BI Developer （Machine Learning an d Data Mining） Business Intelligence Team The Senior Developer of BI Team shall lead an d provide innovative solutions to address business needs using machine learning an d data mining techniques. This role will drive advanced analytics an d business modelling by utilizing state-of-art technologies an d ensure the successful application of the solutions an d techniques. The candidate shall offer new an d non-traditional angles on how to look at the business, identify risks an d outliers, an d search for opportunities from a data perspective. The main responsibilities of this position are as follows: Collaborate with business teams to understand the requests; use advanced techniques to solve real world problemsBuild advanced machine learning （ML） models to help business identify issues, categorize transactions, an d bring the next level of automation to the daily operationsTrain an d fine tune the ML models to steadily improve the performance an d accuracyBuild data mining models for various data analysis purposesApply data mining techniques on our data warehouse to spot issues an d seek opportunitiesDevelop, implement an d document the solutions an d modelsPresent an d explain to non-technical background stakeholders how an d why the model worksConstant learning of state-of-art AI an d data mining industry progress an d developments an d applying these new progresses to improve our solutionsProvide ad-hoc analysis using a data mindset
Profile an d Requirements of the Candidate Master Ｏr above degree in computer science with research direction of machine learning, data mining, natural language processing, Ｏr other related fields1 – 2 years of working experience in relevant areas are preferredSolid background in machine learning an d data miningSound mathematics skills an d knowledgeProficiency in programming languages （Python preferred）Practical experience in machine learning libraries （e.g. TensorFlow etc.）Practical experience in data mining tools an d librariesFamiliar with big data framework like Hadoop