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Optimization Specialist

Bengaluru, KA
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  • Engineering & Construction
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Job Details

Join our research team to improve and implement the latest and greatest algorithms for real-time applications. You will design and implement, evaluate and improve high-performance, serial and parallel algorithms for optimization, simulation, statistics and data mining. You should have deep expertise in algorithm development, and the discipline to meet product release schedules.Required SkillsReading, understanding and improving upon, and implementing algorithms.Learning quickly, especially in new areas, building on a solid foundation of discrete mathematics, linear algebra, calculus, probability and statistics.Implementing at least a few of the algorithms mentioned below, and more experience with these algorithms is a definite plusSimplex method for linear programming, a barrier or interior point method, a gradient-based nonlinear optimization method, a derivative-free method, or an evolutionary, genetic algorithm, tabu or scatter search based method.Traveling salesman problems and other route optimization modules under multivariate constraints. Familiarity with Lagrangian multivariate optimization problems a plusBranch and Bound methods, cutting plane (or Branch and Cut) methods, logic-based methods, or constraint programming methods for discrete search and optimization.Monte Carlo methods, especially as used in simulation, including random number generation, stratified sampling, generation of correlated samples, distribution fitting, and MCMC methods; simulation optimization, stochastic linear programming, or robust optimization methods.Multivariate statistical and machine learning methods, such as linear and logistic regression, discriminant analysis, principal components, k-nearest neighbors, classification and regression trees, neural networks
Additional Degree: BA (Arts) | B.Com. (Commerce) | B.Pharm. (Pharmacy) | B.Plan. (Planning) | B.Sc. (Science) | BBA/ BBM/ BBS | BCA (Computer Application) | Diploma-Other Diploma | B.Ed. (Education) | BHM (Hotel Management)

Experience: 3-8


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