Senior Data Scientist - Operations Optimization & ML

Socket.dev; Clearwater (FL); On-site; USD 120,000 - 170,000; Full time

Job summary

Socket.dev is seeking a Data Scientist to join the Operations Data Science & AI team in Clearwater. You will report to the Director and collaborate with senior data scientists and operational stakeholders to develop optimization and predictive models for capacity planning, routing, scheduling, and resource allocation across field operations.

You will also build reproducible data pipelines, automate recurring analyses, and create dashboards to make results actionable, while maintaining Snowflake

Qualifications

• Formulate and solve mixed-integer linear programming models with decision variables, objectives, and constraints.
• Hands-on experience with SQL on a modern cloud data warehouse (Snowflake preferred) and Python for analysis.
• Experience building forecasting, regression, classification, or anomaly-detection models.
• Experience building reproducible data pipelines and automating analyses and model workflows.
• Ability to communicate results through clear visualizations and documentation.

Responsibilities

• Develop optimization solutions for capacity planning, routing, scheduling, and resource allocation.
• Formulate business problems with variables, objectives, and constraints.
• Surface optimization opportunities through root-cause analysis across field operations.
• Develop predictive models and validate data, engineer features, and evaluate results.
• Build reproducible data pipelines and automate recurring analyses and model runs.
• Maintain Snowflake data models and create dashboards for decision support.
• Document methods and present findings clearly to stakeholders.

Skills

Mathematical optimization

SQL

Python

Machine learning

Workflow automation

Data visualization

Communication

Documentation

Ambiguity handling

Education

Bachelor's degree (quantitative field)

Master's degree preferred

Tools

Gurobi

Pyomo

OR-Tools

PuLP

CPLEX

Job description

Socket.dev is seeking a Data Scientist to join the Operations Data Science & AI team in Clearwater. You will report to the Director and collaborate with senior data scientists and operational stakeholders to develop optimization and predictive models for capacity planning, routing, scheduling, and resource allocation across field operations.

You will also build reproducible data pipelines, automate recurring analyses, and create dashboards to make results actionable, while maintaining Snowflake