1. Good command of SQL for data processing and analysis on different databases from MySQL to Hadoop
熟练使用SQL，可对MySQL、Hadoop等不同数据库进行数据处理和分析
2. Familiar with at least one analytic software like Python, R
熟悉至少一种分析软件，如Python, R
3. Experience with building data visualization with popular BI tools like Tableau , Quick BI
有使用BI工具如Tableau, Quick BI构建数据可视化的经验
4. Experience with full lifecycle of statistical modeling from data cleaning to model tuning
具有从数据清理到模型调优的全生命周期统计建模经验
5. Experience with operation research or Pricing model in industry
具有行业运营研究或定价模型的经验
6. Good command of various machine learning algorithms from regression, decision tree to xgboost and deep learning
7. Preferred: Education with Master degree or plus on statistics, math, computer science, economy, operations research
硕士以上学历为加分项
8. Preferred: Familiar with data processing at Big Data Platform with Spark or MapReduce
熟悉Spark或MapReduce为加分项
9. Preferred: Experience with building applications like personalized recommendation, fraud detection, sentiment classification
有构建个性化推荐、欺诈检测、情感分类等应用程序的经验为加分项