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Career Maker | Hiring | Senior Manager/Operations Research Scientist – Machine Learning | Bangalore/Bengaluru | BigDataKB.com | 2022-09-28

Job Location: Bangalore/Bengaluru

Senior Manager/Operations Research Scientist – Machine Learning/Algorithm

Basic Qualifications

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– Ph.D. in Operations Research, Statistics, Applied Mathematics, Computer Science or a related field with publications in refereed academic journals.

– At least 5 to 15 years of experience in solving complicated optimization and machine learning problems for transportation networks or analogous disciplines developing a strategy for large-scale networks.

– Experience designing and implementing transportation optimization models with focus on volume and route planning and re-planning; labor and facilities planning. Excellent communication skills, both written and oral with both technical and business people. Ability to speak at a level appropriate for the audience. Experience applying these skills in both academic teaching environment and a business setting is a plus.

– Excellent writing skills for presenting business cases and to document the models and analysis and present the results/conclusions in order to influence important decisions.

– A working knowledge of smooth and non-smooth optimization methods accompanied by associated expertise in the use of tools and the latest technology (e.g. CPLEX, Gurobi, XPRESS).

– A working knowledge of exact, approximation algorithms, and heuristic methods for solving difficult optimization problems like vehicle routing and network design problems.

– The ability to implement models and tools through the use of high-level modeling languages (e.g. AMPL, Mosel, R, Matlab).

– Experience prototyping and developing software in traditional programming languages (C++, Java, Clojure, Python).

– Familiarity with SQL and experience with very large-scale data. The ability to manipulate data by writing scripts (Perl, Ruby, Groovy) a plus.

– Statistical analysis, machine learning and data-modeling in a database environment a plus

– Exhibits excellent judgment

– Has relentlessly high standards

– Thinks strategically, but stays on top of tactical execution

– Expects and requires innovation of her/his team

– Thinks big and has convictions

– Results oriented

– Has the innate ability to inspire passion in others

Preferred Qualifications

– Exhibits excellent judgment

– Has relentlessly high standards

– Thinks strategically, but stays on top of tactical execution

– Expects and requires innovation of her/his team

– Thinks big and has convictions

– Results oriented

– Has the innate ability to inspire passion in others

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