4 ThinkEd Jobs
3-10 years
Bangalore / Bengaluru
Senior Operations Research Scientist - Mathematical Modeling (3-10 yrs)
ThinkEd
posted 1mon ago
Key skills for the job
Responsibilities :
- Model Development : Create and refine optimization models to address a wide range of business challenges, including supply chain optimization, logistics, scheduling, and resource allocation.
- Algorithm Design : Design and implement efficient algorithms and heuristics to solve complex optimization problems, leveraging techniques such as linear programming, integer programming, and metaheuristics.
- Proof-of-Concept Studies : Conduct thorough proof-of-concept studies to evaluate the effectiveness and feasibility of proposed solutions.
- Implementation : Collaborate with development teams to ensure the seamless integration of algorithms into production systems.
- Performance Analysis : Monitor and analyze the performance of implemented solutions to identify optimization opportunities and fine-tune models.
- Client Interaction : Engage with clients to understand their specific needs and translate business requirements into technical specifications.
- End-User Communication : Effectively communicate complex technical concepts to non-technical stakeholders, including explaining model behavior, outputs, and calibration parameters.
- Algorithm Documentation : Clearly document algorithms, including model formulations, solution methodologies, and implementation details.
- Programming : Develop and maintain efficient code in Python or other object-oriented programming languages to implement algorithms and conduct simulations.
Requirements :
- Education : Masters or Ph.D. degree in Industrial Engineering, Operations Research, Applied Mathematics, or a related field.
- Experience : 3-10 years of hands-on experience in applying operations research techniques to solve real-world problems.
Technical Skills :
- Strong proficiency in mathematical modeling and optimization techniques (linear programming, integer programming, nonlinear programming, stochastic optimization, etc.)
- Expertise in programming languages, particularly Python or C#
- Familiarity with modeling and simulation tools (e.g., Gurobi, CPLEX, AMPL, SimPy, AnyLogic)
- Knowledge of statistical analysis and data mining techniques
- Excellent problem-solving and analytical skills
- Strong communication and interpersonal skills
- Ability to work independently and as part of a team
Functional Areas: Other
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