Senior Data Scientist, Optimization & Decision Science

Total Wine & More; Boca Raton (FL); On-site; USD 130,000 - 190,000; Full time

Benefits offered by this job

Paid Time Off (PTO)

Health care plans

401(k)

Disability & life insurance

Paid parental leave

College tuition assistance

Job summary

Total Wine & More in Boca Raton, FL seeks a Senior Data Scientist in Operations Research to lead optimization design and deployment across pricing, inventory, and supply chain. You will translate business problems into formal optimization frameworks and deliver production-ready solutions at scale.

Responsibilities include building end-to-end decision systems, collaborating with stakeholders, and maintaining data pipelines.

Qualifications

• Experience designing and deploying large-scale optimization models (LP, MILP, MINLP) and deploying them in production environments.
• Strong Python and SQL skills for scalable, maintainable code.
• Experience with cloud environments (AWS, Azure, GCP) for scalable execution.

Responsibilities

• Formulate decision problems as mathematical optimization models (LP/MILP/MINLP).
• Design and implement large-scale optimization models with thousands to millions of variables and constraints.
• Leverage solvers (Gurobi preferred) for high-performance solutions and model tuning.
• Develop end-to-end decision systems integrated into production workflows.
• Collaborate with stakeholders to define objective functions, constraints, and trade-offs.
• Evaluate solution quality via scenario testing, sensitivity analysis, and stress tests.
• Scale and productionize models, including API development, automation, monitoring, and retraining.
• Build and maintain data pipelines to support optimization with data quality and performance.
• Communicate model structure and results to leadership.

Skills

Operations Research

Optimization

Gurobi

Python

SQL

Data pipelines

Cloud (AWS/Azure/GCP)

Education

Master's degree in OR/Industrial Engineering/Applied Mathematics/Computer Science

Bachelor's degree in related field

Tools

Gurobi

CPLEX

OR-Tools

Job description

Total Wine & More in Boca Raton, FL seeks a Senior Data Scientist in Operations Research to lead optimization design and deployment across pricing, inventory, and supply chain. You will translate business problems into formal optimization frameworks and deliver production-ready solutions at scale.

Responsibilities include building end-to-end decision systems, collaborating with stakeholders, and maintaining data pipelines.