- Should have knowledge of different programming languages such as Base SAS,R etc. Should have exposure of working on SAS Eminer.
- 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
- Experience in analyzing raw data and using the results of such analyses to produce reports for decision making purposes
- Good database and SQL writing knowledge
- Excellent communication and documentation skills
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