On-Site Data Strategy Analyst — SQL & Insights

Southern Auto Finance Company, LLC; Pompano Beach (FL); On-site; USD 55,000 - 80,000; Full time

Job summary

Southern Auto Finance Company, LLC is seeking a Business Strategy Analyst/Data Scientist to analyze loan portfolio performance, build models, and deliver actionable insights. You will work closely with executives to improve servicing strategies, using advanced SQL and data visualization tools.

Ideal candidates have 0–5 years of experience, a quantitative degree, and strong Excel and Python skills. This is an on-site role in Pompano Beach, FL, with a focus on data-driven decision making and

Qualifications

• Bachelor’s degree in Mathematics, Statistics, Data Science, Finance, Engineering, Computer Science, Economics, or a related quantitative field
• Advanced SQL skills
• Advanced Microsoft Excel skills
• Strong analytical, mathematical, and problem-solving abilities
• Ability to interpret data, recognize meaningful patterns, and develop practical recommendations
• Strong attention to detail and commitment to data accuracy
• Clear, professional written and verbal communication skills
• Ability to explain technical concepts to non-technical audiences
• Ability to manage multiple assignments in a fast-paced environment
• Curiosity, initiative, and a genuine interest in using data to improve business performance

Responsibilities

• Analyze loan portfolio performance, including delinquency trends, roll rates, payment behavior, recoveries, and charge-offs
• Use advanced SQL to combine, clean, validate, and analyze data from multiple systems
• Develop analytical and statistical models to identify patterns, predict outcomes, and support business decisions
• Segment customers based on risk, payment behavior, and account characteristics to support targeted servicing strategies
• Build and maintain reports, dashboards, visualizations, and performance-monitoring tools
• Identify opportunities to automate servicing and collections workflows
• Evaluate existing processes to uncover inefficiencies, bottlenecks, and improvement opportunities
• Design, implement, and analyze A/B tests for new servicing strategies and customer-treatment approaches
• Evaluate collector productivity, outreach strategies, and campaign performance
• Develop recommendations to improve collections effectiveness, operational efficiency, and portfolio performance
• Respond to ad hoc data and analysis requests from executive leadership
• Partner with business leaders to gather requirements and lead analytical or process-improvement projects
• Ensure the accuracy, consistency, and integrity of data across reporting environments
• Prepare presentations that clearly communicate findings, recommendations, and results
• Translate complex analytical findings into practical insights for non-technical stakeholders

Skills

Advanced SQL

Advanced Excel

Analytical thinking

Data interpretation

Communication skills

Education

Bachelor’s degree in Mathematics/Statistics/Data Science/Finance/Engineering or related field

Tools

Python

Power BI

Tableau

ETL tools

Job description

Southern Auto Finance Company, LLC is seeking a Business Strategy Analyst/Data Scientist to analyze loan portfolio performance, build models, and deliver actionable insights. You will work closely with executives to improve servicing strategies, using advanced SQL and data visualization tools.

Ideal candidates have 0–5 years of experience, a quantitative degree, and strong Excel and Python skills. This is an on-site role in Pompano Beach, FL, with a focus on data-driven decision making and