Data Scientist - Advanced Analytics/Machine Learning - IT
- Advance Analytics - Data Scientists with deep work exposure to ML @ Bangalore - 40L. Need 8 -10 years of experience. The Analytic Consultant/Data Scientist is a partner-facing role responsible for delivering high impact analytic and data science projects by using analytics, in support of operational risk initiatives across consumer lending.
- This role supports analytics requirements for Credit Bureau Oversight. Should have hands-on experience with Deep-learning, AI techniques like ANN, CNN, DNN, RNN etc. and how to strategize deep-learning layer and activation's and in implementing ML algorithms.
- Excellent understanding of model metrics including AUC, ROC, CAP-curve, F-statistics etc. with clear understanding of how model performance is tuned
- Strong programing skills.
- Expertise in analytic tools : R, Python, Scala, Java, SAS
- Big Data skills - Aster, Hadoop, SPARK, H20 and various big data distributions like Hortonworks and MapR
- NLP, Text mining, Image/Voice processing, digital analytics, deep learning, machine learning
- Demonstrate excellent organization skills throughout the development of analytical solutions (data analysis documentation, hypothesis documentation, code management, etc.).
- Data Engineering
- Sql, Teradata, Hadoop, Spark
- Exploratory Data analysis
- Provide exploratory data analysis using Python/R/SAS / SQL
- Experience with Databases like oracle, Teradata, Sql server
- Advance Excel skills
- Data integration and clean up data for the usage
- Experience with structured data and semi-structured text or Excel files
- Business Intelligence
- Tableau, Power BI, Shiny, Dash, HTML5
- Business Analytics
- Data mining and Insights
- Trend Analysis, forecasting and pattern recognition
- Find opportunities in the data and able to communicate to the partners
- Consult with partners to define issues/information needs
- Present findings to multiple levels of management
- Ensure that analyses are delivered on time, while surpassing partner expectations
- Ensure partner transparency throughout the life of the project
- Proactively seek opportunities to increase the value of analysis
- Strong oral and written communication and consultative skills
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