- Candidate should have good understanding of Simulation /Optimization methods and approaches. The candidate should be able to bring in meaningful data driven insights supporting with statistical concepts and apply the same in wider Supply Chain context. The candidate will be expected to deal with Simulation and optimization related issues in client situations for different industry verticals.
Additionally, the role would require contributing towards business development and asset development initiatives.
Education Background
- Masters in Mechanical/ Industrial / Production engineering/ Mathematics/ Statistics and/or Bachelors in Mechanical/ Industrial / Production engineering/ Mathematics + MBA in Operations.
- Ph.D in Operations Research/ Management is good to have.
- Any other degrees with exposure to mathematical/statistical modeling
Experience: 1-6 Years
Preferred functional Skills -
- Mathematical modeling skills to formulate problems
Must to have: linear/ integer/ mixed integer programming
Good to have: dynamic/ stochastic / Quadratic and Non-linear programming
- Application knowledge of mathematical modeling skills in routing, transportation, allocation, product mix, deterministic and probabilistic inventory modeling
(AND/OR)
- Simulation modeling skills
- Queueing models, statistical distributions analysis, discrete events modeling, continuous time modeling (good to have)
- Application knowledge of simulation in complex events modeling such as shop floors, call centers, supply network, etc.
(AND/OR)
- Heuristic solution development - Fundamental knowledge in machine learning algorithms
- Artificial Neural networks/ Adaptive neural networks
- Genetic algorithms
- Simulated annealing
- TABU search, etc.
- Application knowledge of above algorithms in
- Pattern recognition
- Inventory modeling
- Forecasting/ predictive modeling
- Reliability modeling
Preferred technical skills -
- Mathematical modeling/ Optimization tools
- Have hands on experience / in any one of the below tools.
- SAS/OR, IBM- ILOG CPLEX, LINDO, LINGO, Excel SOLVER,
Working Knowledge in -
COIN-OR, MATLAB, R-Weka, Gurobi
(AND/OR)
- Simulation modeling - Must to have hands on experience in any one of the below tools.
- Working Knowledge in Rockwell ARENA, ExtendSim, ProModel, Simul8
Preferred Industry exposure - Retail/ CPG/ Telecom/ Auto/ Agri
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