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- Responsible for refactoring the Optimization algorithm written in Python using Object Oriented Programming
- Work on the latest applications of data science to solve business problems in the Supply chain and optimization space of Retail and/or CPG
- Utilize advanced statistical techniques and data science algorithms to analyze large datasets and derive actionable insights related to Pricing Optimization
- Develop and implement predictive models and optimization algorithms to improve inventory management, reduce stockouts, and optimize resource allocation across the supply chain
- Collaborate with cross-functional teams to understand business requirements and translate them into data-driven solutions
- Design and execute experiments to evaluate the effectiveness of different replenishment strategies and allocation policies
- Monitor and analyze key performance indicators related to replenishment and supply chain allocation, and provide recommendations for continuous improvement
- Stay abreast of industry trends and best practices in data science, replenishment optimization, and supply chain management, and leverage this knowledge to drive innovation within the organization
- Collaborate, coach, and learn with a growing team of experienced Data Scientists
Requirements
- Proven experience 10+ years working as a Data Scientist, with a focus on supply chain optimization and inventory allocation
- MS or PhD in Computer Science, Operations Research, Applied Mathematics, Machine Learning, or a related field
- Experience with using mathematical programming solvers such as Gurobi, Xpress MP, CPLEX, or Google OR Tools in applications
- Solid understanding of statistical methods, optimization techniques, and predictive modelling concepts
- Strong proficiency in programming languages such as Python, Pyspark and SQL, and experience working with data analysis and machine learning libraries
- Ability to apply various analytical models to business use cases
- Exceptional communication and collaboration skills to understand business partner needs and deliver solutions and explain to business stakeholders
Hard Skills
- Python
- Object Oriented Programming
- data science algorithms
- predictive models
- optimization algorithms
- statistical methods
- optimization techniques
- predictive modelling
- Pyspark
- SQL
Soft Skills
- communication skills
- collaboration skills
- coaching
- problem-solving
- analytical skills
Certifications & Qualifications
- MS in Computer Science
- PhD in Computer Science
- MS in Operations Research
- PhD in Operations Research
- MS in Applied Mathematics
- PhD in Applied Mathematics
- MS in Machine Learning
- PhD in Machine Learning
Industry Keywords
- supply chain optimization
- inventory allocation
- replenishment strategies
- allocation policies
- key performance indicators
- continuous improvement
- business use cases
Tools & Technologies
- Gurobi
- Xpress MP
- CPLEX
- Google OR Tools
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