OR Scientist
Ahmedabad, Gujarat, India
Adani Group
- Development and implementation of advanced optimization and multivariate statistics to operational business processes scope which includes Ports and Terminals, Logistics & warehousing, Transportation, Supply Planning, Demand Planning, Manufacturing, Sourcing and other functional areas across the Adani group of companies.
- Design and develop complex optimization and simulation models and apply them to define strategic and tactical needs and drive the appropriate business and technical solutions.
- Apply mathematical optimization, including linear programming, combinatorial optimization, integer programming, network flows and algorithms to design optimal or near optimal solution methodologies.
- Experience designing and implementing optimization models for discrete/combinatorial optimization problems (e.g., vehicle routing, scheduling, ports and logistics, and facility location) and experience with leveraging such models to provide guidance for (long-term) strategic and (Short-term) tactical decision making.
- Involve in building the optimization roadmap for Adani Group and advance the business benefits by researching and developing innovative solutions with proven Operations Research, Industrial Engineering, and Statistical methodologies.
- Communicate technical outcomes to VP and C-level executives.
- A Ph.D., Master’s degree in Operations Research, Industrial Engineering, Statistics, Applied Mathematics, Computer Science or a related field and at least 2 – 5 years of work experience in applying advanced optimization/statistics techniques in engineering and manufacturing domain.
- Hands on experience in Operations Research/ Optimization LP, Integer programming, Mixed Integer Programming, Decomposition Algorithms, Simulated Annealing, Genetic Algorithm, Hybrid SA & GA, Tabu search, Discrete event Simulation, Ant colony optimization, Markov decision processes.
- Experience with CPLEX, Gurobi, Data Visualization tools.
- Strong background in modeling large scale discrete, nonlinear, or stochastic mathematical optimization models and developing efficient optimization algorithms.
- Experience in collaborating for strategic Optimization/OR roadmaps to advance business capabilities
- Develop and operate solutions that optimize and automate business decisions using large data sets and algorithms
- Exceptional problem-solving skills. Passion for translating data into action and business insights, and keen to learn and develop new methods/technologies.
- Understanding of machine learning, deep learning, data mining, algorithmic foundations of optimization
- Proficient in one or more of the following programming languages: C++, Python, R.
- Ability to communicate technical information to a non-technical audience.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
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Category:
Data Science Jobs
Tags: Computer Science Data Mining Data visualization Deep Learning Engineering Industrial Machine Learning Mathematics Python R Research Statistics
Perks/benefits: Career development
Region:
Asia/Pacific
Country:
India
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