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AI for Customer Lifecycle Management

Data Scientist

₹10L – ₹20L • 0.1% – 0.25%
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- Experience in constructing software systems & algorithms used to predict / explain client behavior
- Using machine learning, data mining to help design & implement algorithms to analyze and model big data sets
- Knowledge of product recommendation algorithms such as collaboration filtering and clustering algorithms
- Experience with deep learning building models on product images to understand product features
- Natural Language processing algorithms for text classification, sentiment analysis, opinion mining, and identifying topic of discussion
- Ability to work with huge sets of data, and optimize performance for the algorithms in terms of memory as well as execution time
- Using statistics, predictive modeling, data analysis/trend analysis for collection, exploration and identification of the right data for analysis from both external and internal sources.
- Ability to identify key attributes to be used from vast number of variables, finding patterns & relationships in data
- Building predictive models with data, testing models on results
- Identifying open data sources relevant for data analytics and natural language processing
- Comfortable with SQL and no-SQL databases

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