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Senior Business Analyst - Operational Research - PhD

2.00 to 5.00 Years   Bangalore   12 Jun, 2022
Change leaders
Job LocationBangalore
EducationNot Mentioned
SalaryNot Disclosed
IndustryRecruitment Services
Functional AreaGeneral / Other Software
EmploymentTypeFull-time

Job Description

    - 2+ years of post-academic experience developing advanced optimization models - Experience in formulating and solving Mixed Integer Linear Programming models - Experience with commercial (Cplex, Gurobi, Xpress) and free/open source (GLPK, lp_solve, MIPCL) solvers. - Experience developing in Python, Java, or C++ within a production environment - Advanced experience in scheduling and routing - Experience modeling stochastic processes - Experience with statistics and data mining techniques and methodologies (data prep/modeling, classification, regression, clustering, causal modeling) - Advanced experience in data visualization tools with a strong gr modeling and visualization practices - The ability to rapidly develop proof of concepts and test new ideas, as well as the ability to scale these ideas into production ready models that can be deployed - Examples of how your passion for data driven decision making and intellectual curiosity translated into value for your organizationWhat Will Put You Ahead: - An advanced Degree (Masters or PhD) in Operations Research, Computer Science, Mathematics, Physics, Eco - Experience leveraging cloud platforms such as Amazon Web Services (AWS) and Google Cloud Platform (GCP) - Strong research skills and the ability to put emerging ideas into practice.A Day In The Life Could Include - - Work with product managers and clients to better understand the business problem. - Think through a business problem and come up with a set of hypotheses. - Create a list of potentially relevant supporting data- Work with data engineers and/or data analysts to procure data and test it for problems- Collaborate with other scientists and analysts. - Propose modeling approaches. - Mine the data to check completeness, value distributions, etc. - Test models for quality and scalability. - Collaborate with product managers to find the best way to present the results. - Work with developers on productionizing models,

Keyskills :
computer scienceweb servicesrequirementslinear programmingamazon web servicescustomer relationsdocumentationgoogle cloud platformdeliveryagiledata miningcommercial models

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