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Trainee at Spectrum Talent Management
Views:427 Applications:53 Rec. Actions:Recruiter Actions:20
Analyst - Supply Chain - IT (3-6 yrs)
- Lead and Build statistical models using historical demand data
- Generate forecast for New Items using like item modeling approach
- Collect data from multiple system using SQL/PLSQL
- Pre-process Data - Outlier detection/removal, Univariate, multivariate, robust regression, data smoothening
- Identify Pattern in data- Trend, Seasonality and noise decomposition
- Perform descriptive & diagnostics analysis on historical demand & shipment data
- Cluster & Classify data using different machine learning methods
- Forecast Visual analytics, scenario planning, model diagnostics
- Regression methods- Correlation, ANOVA, Chi squared, Dimensionality reduction, r squared, adjusted r squared, p value, composite models
- Build & implement advance capabilities using machine learning techniques into forecasting framework to enhance accuracy and scalability
- Clustering methods- Distance matrix, Dimensionality reduction, K-means, DBSCAN
- Build solution framework for segmented demand planning
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