Predictive Modeling Manager

  • Bangalore
  • 10-20 lakh
  • 5-10 years
  • Views
  • 26 Apr 2017

  • Finance/ Accounts

  • Insurance
Job Description

-Supporting the Portfolio Optimization Group by working under limited guidance of the team lead. The person will be responsible to

- Understand the business requirement and design and lead solution

- Ideation and Presentation of solution

- Secure sign-off on the solution from project lead/ stakeholder

- Guide/lead project team members and ensure accuracy in the work delivered by them.

- Developing model algorithm and write codes and

- Compile/compare and presenting the model results.

- Individual Contributor role

Job-Related Skills/ Background :

Programming : SAS, R, SPSS, Stata (at least two of them)

Technical Skillsets :

- Logistic Regression

- Generalized Linear Model

- Decision Tree / CART / CHAID / Random Forest

- SVM / support vector machine

- Na- ve Bayes / Bayesian Network

- Time Series / Forecasting / ARIMA

- Survival Model / Survival Analysis / Proportional Hazard / Cox Regression / Accelerated Failure Time / AFT

- Bayesian Regression / Bayesian GLM / Shrinkage

- ANOVA / Design of Experiments / Controlled Design

Past Business Domains : Predictive Modeling, Predictive Analytics, Customer Analytics, Marketing Analytics, Financial Services, E-Commerce, Data Science

Education : Masters in (either of them):

- Statistics

- Economics & Econometrics

- Operation Research

- Integrated Mathematics and Informatics (only from premiere IITs)

- Preference to candidates from Indian Statistical Institute (ISI). Or alternatively B Tech / BE / M Tech in:

- Computer Science (only from premier institutes like IIT Kanpur, IIT Mumbai, ISI etc.)

Competencies/Skill sets for this job

Svm Chaid Arima Predictive Modeling Stata Time Series Sas

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