Senior Data Scientist - Operation Research
Tiger Analytics · Dallas, TX · 3 wk ago
RemoteRemoteAnalystFull-time
Key Responsibilities
- 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 (KPIs) 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