13 to 15 Years of experience in advanced analytics, on hands experience in predictive modeling, Survival Analytics, Next Best Action prediction, Classification algorithms, data management and manipulation
12 years of hands on experience on Python, R and other statistical tools
Experience working with large data sets
Solid understanding of programming logic and various paradigms
Answer business questions by using appropriate statistical techniques on available data
Communicate findings to both business and technical audiences
Analyze and interpret the results of analytical experiments
Develop best practices for instrumentation and experimentation and communicate those to solution deliver teams
Experience in Segmentation, Support Vector Machine, Random Forest, Survival Analysis, Neural Network etc.
Ability to mine unstructured data, including Text Mining using statistical tools
Ability to integrate unstructured data analytics with structured data to build predictive models
Ability to understand and analyze data models how the data is stored in relational databases
Ability to understand system integration aspects of integrating model input and output in transactional systems to help real time decision making
Good understanding software application architecture and develop integration approaches for predictive models
Serves as an escalation point for escalated statistical model related issues.
People management responsibility
Strong knowledge on Python, R & other statistical tools
Experience working with large data sets, experience working with AWS cloud
Hands on SQL / PySpark queries
Proficient in MS Office, especially MS Excel and Power point