Data Scientist(数据科学家)30k-50k
上海硕士及以上1-3年信息检索/NLP推荐算法
股票期权 年底奖金 带薪休假 出国旅游
People in the team are friendly, highly motivated, and extremely bright. Our team tries to maintain a work climate of professionalism, innovation, career growth, and fun. We provide you with the best opportunity to work in a challenging, highly visible and fast paced environment.
• Aggregate huge amount of data and information from large numbers of sources to discover patterns and features necessary to build machine learning models that match ***’s inventory with customers’ demand via Marketing channels.
• Design and implement end-to-end solutions using Machine Learning, Optimization, and other advanced computer science technologies, and own live deployments to drive customer traffic to ***
• Proactively participate in maintaining team standards and best practices
• Understands the broader business context around their area and provide intelligent solution.
Job Requirements
• MS degree or PhD (preferred) in Computer Science, Statistics, Mathematics, or equivalent is required for this position
• Broad experience with various modeling algorithms, data mining tools, data analysis tools, and statistical packages
• Expertise with applying predictive modeling techniques (model training, logistic regression etc), statistics and information retrieval methods to real-world data
• Expertise in specialized areas such as Optimization, NLP, Reinforcement Learning, Probabilistic Inference, Machine Learning, Information Retrieval, Recommendation Systems.
• Ability to work independently and in a team to research innovative solutions to challenging business problems
• Attention to detail and data accuracy.
• Proven experience with large data sets and related technologies, e.g., Hadoop, Pig, Spark. Knowledge of SQL and NoSQL is needed.
• Expert level experience in at least one of the ML learning software (R/Python/Scala/Tensor flow) is needed.
• Good communication skills in both verbal and written, ability to work with large cross-functional teams of technical and non-technical members
• Knowledge of SQL , Oracle(or Teredata), R, python is preferred. Working experience or knowledge of search engine, search engine marketing, internet marketing, information retrieval is preferred.