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Research Scientist: Applied Statistics


Source:
TIMESJOBS.COM
Location:
DL
Date:
23-11-2016
Job Code:
58303438
Categories:
  • IT
Applying for this job will take you to an external site
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Job Details

Eminent member of research team which acts as backbone to implementation teams and works in close collaboration with themR2. Apply state-of-art statistical methods to our existing research and develop entirely new methods, which are advanced & modernR3. Decision modeler for adopting the right statistical exploration technique solving complex data scenarios preferably from marketing domainR4. Design & Develop complete cycle of Exploratory Data Analysis (EDA) with deep understanding on the following1. Data Pointsa. Variables & their analysis b. Expectations and Momentsc. Population, Sample, and Statistics d. Data Parameters2. Assumptions a. Hypothesis (parametric vs non-parametric)b. Statistical Inference c. Asymptopia & Plotsd. Basis Expansion and Regularization e. Kernel Soothing methods3. Analysisa. Univariate/Bivariate/Multivariate analysis b. Dimensionality Reduction methodsc. Missing Values d. Outlier Analysis4. Feature Engineeringa. Feature selection b. Feature extractionc. Feature transformation d. Feature creatione. Feature learning5. Modeling a. Resampling methodsb. Model Inference & Averaging c. Model Assessment & Selection (Regression, Classification, Clustering, Association)d. Model Tuning (baseline, splitting, fitting) e. Ensemble Learning methods6. Conceptsa. Bayesian Inference b. Decision Theoryc. Stochastic Processes d. Time Seriese. Estimation, Prediction, and Forecasting f. Probability Theoryg. Linear Algebra
Additional Degree: BE/ B.Tech (Engineering) | B.Sc. (Science)

Experience: 3-7

Requirements

Application Programming | Business/Systems Analysis | Database Administration (DBA) | Quality Assurance/Testing
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