Experience
3 - 6 yrs
Salary (CTC)
₹8L - ₹11.4L
Job Location
Jamshedpur, India
Vacancy
1
Designation
Data Scientist
Job Type
Not specified
Job Description
Key Responsibilities:
Optimization Simulation algorithms using a variety of tools to improve process efficiency across business functions
Perform detailed analysis of business problems and technical environments in designing the solution
Conversion (Formulation) of business problem into a mathematical model using LinearMixed Integer Programing technique
Optimization Simulation algorithm:
o Simplex
o Interior Point
o Cutting Plain
o Dynamic Program
o Linear Mixed Integer Program
o Agent Based Simulation
o Discrete Event Simulation
o Column Generation
Optimization Simulation:
o Logistics Inventory planning
o Job Scheduling
o Stock Cutting
o Network Optimization
Build mathematical optimization models using tools, such as AIMMS, CPLEX, GLPK, to model business problems in support of decision - making
Lead and manage Proof of Concepts and demonstrate the outcomes quickly
Document use cases, solutions and recommendations
Work analytically in a problem - solving environment
Work in a fast - paced agile development environment
Coordinate with different functional teams to implement models and monitor outcomes
Work with stakeholders throughout the organization to identify opportunities for leveraging organization data and Optimization Simulation techniques to improve process efficiency across business functions - Operations, Products, Sales, Marketing, HR and Finance teams
Help program and project managers in the design, planning and governance of implementing Optimization Simulation solutions
Experience and Skills:
Experience in Manufacturing, Aviation and Logistics
3+ year of work experience in optimization, simulation and data science
Experience using AIMMS, CPLEX, GLPK, GUROBI etc.
Experience in building Predictive models (Regression, Classification and Clustering) and Forecast models will be an added advantage
Experience in Python and R will be an added advantage
Education qualification:
Bachelors Master degree in Operations Research, (Applied) Mathematics, (Applied) Statistics, Industrial Engineering or other disciplines with significant experience in mathematical optimization
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