- Overall experience of 5+ years
- Master's degree in statistics, management, B.E / B. Tech
- Should have knowledge of different programming languages such as Base SAS, SAS EG, SAS Eminer etc. for at least 3.5+ years
- At least 3.5 years experience in performing a variety of statistical analysis using tools such as SAS,SPSS etc.
- Experience in predictive analytics using data mining tools
- Experience related to areas of fraud detection, risk analysis
- Good understanding of statistics is expected. Should be familiar with statistical tests, distributions, maximum likelihood estimators, etc.
- Knowledge of Machine Learning algorithms like k-nearest neighbors, random forests, ensemble methods etc.
- Experience required in data sampling, variance estimation, statistical modeling, hypothesis building and testing, imputation and related areas
- Should have an understanding of R, Python, Java, SQL, Hadoop, Hive, Pig and/or MapReduce
- Experience in analyzing raw data and using the results of such analyses to produce reports for decision making purposes
- Good understanding of design and architecture principles
- Doing ad-hoc analysis and presenting results in a clear manner
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