you will join lenovo global future leaders program in global it organization. as a data scientist, your roles & responsibilities include:
1. responsible for the development and construction of intelligent algorithm model for digital marketing field, including but not limited to personalized recommendation, public opinion analysis, customer behavior analysis and other business scenarios;
2. focusing on recommendation system, knowledge graph, natural language processing and other directions, through the mining of big data, constructing characteristic engineering and algorithm model, and using artificial intelligence methods, technologies and products to improve the intelligence, efficiency and benefits of digital marketing.
3. research the trend of algorithms in the industry and constantly introduce new technologies in combination with business scenarios to build the competitiveness of core products based on intelligent algorithms
1. familiar with common machine learning, deep learning and other relevant algorithm models, have relevant practical experience in artificial intelligence and data mining;
2. familiar with nlp related algorithm model, familiar with common algorithm model and new technology in the industry
3. familiar with common programming tools and components, at least a good command of c , java, scala or python programming languages, good programming habits and algorithm foundation;
4. experience in using large-scale distributed computing platforms and developing parallel algorithms;familiar with tensorflow and other deep learning frameworks;familiar with spark computing framework;familiar with hadoop distributed platform and related components 5. practical working experience in recommendation system, precision marketing, public opinion analysis is preferred.