Branch Manager at Pylon Management Consulting
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Senior Leadership Role - Data Science - BFSI Sector (8-12 yrs)
- Need candidates with experience in Natural language programing and next level generation ( NLP / NLG )
- Explore large datasets to surface useful trends, signals, and segments.
- The role drives business and industry solutions focused on Big Data and Advanced Analytics, in diverse domains such as product development, pricing, marketing research, public policy, optimization and risk management.
- The role uses analytics to provide predictive, prescriptive, and decisive insight:
- Translate business objectives into analytic approaches, and identify data sources to support analysis.
- Analyze and model structured data using advanced statistical methods
- Perform exploratory data analyses, generate and test working hypotheses, prepare and analyze historical data and identify patterns.
- Analyze data using SAS, R, Python, Java, open source packages and commercial/enterprise applications.
- Perform machine learning, text analytics, and statistical analysis methods, such as classification, collaborative filtering, association rules, sentiment analysis, topic modeling, time-series analysis, regression, statistical inference, and validation methods.
- Implement algorithms and software needed to perform analyses
- Drive client engagements focused on Big Data and Advanced Business Analytics, in diverse domains such as product development, marketing research, public policy, optimization, and risk management.
- Interface with databases (SQL, NO SQL, HDFS) to extract, transform and load data
- Communicate results and educate others through reports and presentations.
Essential skills required :
Education / professional qualifications :
- Masters, or PhD in Computer Science, Statistics, Mathematics
Prior Experience :
- Masters, or PhD in Computer Science, Statistics, Mathematics,
- Engineering, Bioinformatics, Physics, Operations Research, or related fields, with 5+ years of relevant experience
Technical skills :
- Ability to break down complex problems, and develop strategies to solve them
- Masters, or PhD in Computer Science, Statistics, Mathematics,
- Engineering, Bioinformatics, Physics, Operations Research, or related fields, with 5+ years of relevant experience
- Strong mathematical background with ability to understand algorithms and methods from a mathematical viewpoint and an intuitive viewpoint.
- Expertise in at least one of the following fields: machine learning, data visualization, statistical modeling, data mining, or information retrieval
- Develop and apply machine learning, and statistical analysis methods, such as classification, collaborative filtering, association rules, time-series analysis, advanced regression methods and hypothesis testing
- Strong data extraction and processing, using NoSQL, MapReduce, Pig, and/or Hive preferred
- Experience with command-line scripting, data structures and algorithms
- Ability to work in a Linux environment, and process large amounts of data in a cloud environment
- Proficiency in analysis ( e.g. R, SAS ) packages, and programming languages ( e.g. Java, Python, Ruby )
Behavioral / team skills :
- Personal drive and positive work ethic to deliver results within tight deadlines and in demanding situations
- Flexibility to adapt to a variety of engagement types, working hours and work environments and locations, strong time management skills
- Excellent written and verbal communication skills Team player; self-driven and ability to work independently
- Team player; self-driven and ability to work independently
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