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Job Location: Gurgaon/Gurugram
Manager – Model Development – SAS/R
– End to end forecast process design which includes development of data extraction and transformation logic & build and deployment of predictive models.
– Use of adv. analytics techniques and machine learning algorithms to forecast key business metrics.
– Building Monthly, Bi-Monthly & Quarterly Revenue forecasting models for product groups, product sub-groups and profit centers using Regression Modeling,
– Time Series, ARIMA, GBM, decision Tree, Random Forest, Neural Net etc.
– Variance analysis for all the forecast models to help business understand the root causes behind the variation. Use the learning to improve the overall forecasting process.
– Proactively anticipates and prevents problems. Devises, facilitates buy-in, makes recommendations and guides implementation of corrective and/or preventive actions for complex issues that cross organizational boundaries and are unclear in nature.
– Develops innovative and effective approaches to solve predictive analytics problems and communicates results and methodologies..
– Collaborate with subject matter experts to enhance predictive models.
– Preparation of all the supporting documents and reports.
Desired Profile :
– Skills and Qualifications
– Strong SAS knowledge
– 4-8 + years of relevant work experience in machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests, GBM, etc.
– Must to have experience with common statistical tool, such as R and Python. Excellence in at least one of these is highly desirable
– Great communication skills
– Good applied statistics skills, such as distributions, statistical testing, regression, etc.
– Good scripting and programming skills
– Required Candidate profile
Education:
– Mandatory to have B.Tech./ M.Tech./ B.Sc./M.sc. in Mathematics/ Statistics from reputed university/ College
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