Principal Data Scientist_15A
Experience: 12 – 14
Bengaluru, Chennai, Hosur
1.Professional level work experience in mathematical optimization. Must be able to convert complex business needs into mathematical optimization problems.
2.Experience with at least one mathematical programming language (e.g. AMPL, GAMS, LINDO, Mosel, OPL, Gurobi) is required
3.Experience in Python, solving for optimization problems
Pulp, Pyomo, pyOpt, SQL, C++ is preferred
4.Required technical skills include linear programming and integer programming, MIP, nonlinear programming, Dynamic programming, Geometric programming, Quadratic programming, Bayesian Optimization, Custom heuristic design
5.Preferred experiences in Genetic Algorithm, 2-opt, Simulated annealing, ant colony, reinforcement learning
6.Should be able to leverage open source solvers such as COIN-OR,Ipopt , Bonmin, Couenne ,COIN-OR (CBC),COIN OR (CLP),NOMAD, Gecode , JaCoP ,GLPK, Lp-solve etc.
Experience in Simulations â Discrete event simulations, Agent based modelling
Knowledge of computational methods and tensor algebra is an advantage
Experience in software development and agile is an advantage.
Experience in production deployment is an advantage
Salary: Not Disclosed by Recruiter
Industry:Automobile / Auto Anciliary / Auto Components
Functional Area:Analytics & Business Intelligence
Role Category:Analytics & BI
Desired Candidate Profile
Please refer to the Job description above
TVS MOTOR COMPANY LTDThe flagship company of the TVS group, we are among the largest two-wheeler manufacturers in India. With plants in Hosur (near Bangalore), Mysore, Himachal Pradesh and Indonesia, we have the largest portfolio of vehicles and cater to the widest segment of customers.
At TVS, we bubble with passion for engineering; engineering that makes you sit up and go wow.. we are looking for like-minded individuals who love to create and live engineering. If you think like us, we would love to hear from you.