On a day-to-day basis, a Strategy & Data Analyst at Libra Solutions acts as an internal consultant and data engine for the revenue and executive teams. You will spend your time querying databases, building predictive models, and translating those models into strategic presentations. The role requires a balance of independent technical work and highly collaborative stakeholder management.

You will be responsible for monitoring key performance indicators (KPIs) across various funding portfolios. This includes tracking settlement velocities, underwriting efficiency, and collection rates. When anomalies or downward trends are detected, you will lead the diagnostic analysis to identify the root cause and propose operational or strategic interventions.

Additionally, you will collaborate closely with product, engineering, and underwriting teams. For instance, you might work with engineering to ensure that new product features are properly instrumented for data collection, or work with underwriting to integrate predictive risk models directly into their daily workflows. Your ultimate goal is to build a highly data-driven culture where every strategic decision is backed by rigorous quantitative evidence.

Libra Solutions looks for candidates who possess a strong quantitative foundation paired with excellent business communication skills. The ideal candidate can write complex code but prefers to talk in terms of business value and ROI.

• Must-have skills & qualifications

  • Technical Stack – Advanced proficiency in SQL and Microsoft Excel is non-negotiable. You must be comfortable writing complex queries and building multi-tab financial models.
  • Experience – Typically requires 2–5 years of experience in data analytics, business intelligence, corporate strategy, or investment banking.
  • Education – A bachelor's degree in a quantitative field such as Finance, Economics, Statistics, Mathematics, Computer Science, or Engineering.
  • Problem-Solving – Proven ability to structure ambiguous business problems and present findings clearly to non-technical stakeholders.

• Nice-to-have skills & qualifications

  • Programming – Experience with Python or R for statistical analysis and predictive modeling.
  • Industry Experience – Prior exposure to specialty finance, legal funding, consumer lending, or healthcare lien management.
  • Visualization Tools – Experience building executive-ready dashboards in Tableau, Power BI, or Looker.

Q: How difficult is the interview process for this role? A: The process is considered difficult, primarily due to the live problem-solving requirements. You must be prepared to think on your feet, handle unexpected business cases, and maintain your composure under pressure.

Q: What is the company culture like for analysts at Libra Solutions? A: The culture is fast-paced, entrepreneurial, and highly meritocratic. There is a strong emphasis on ownership; if you identify an issue and back it up with data, you will be expected to lead the initiative to fix it.

Q: Are these roles fully remote, hybrid, or on-site? A: This depends heavily on the specific location and team. Libra Solutions has offices in Huntersville, NC, Charlotte, NC, Denver, CO, and Las Vegas, NV. Most strategy roles operate on a hybrid schedule, requiring some weekly in-office collaboration.

Q: How should I prepare for the live case study portion? A: Practice structuring open-ended business problems using management consulting frameworks. Focus on explaining your assumptions, calculating rough estimates using mental math, and tying your analytical steps back to the core business objective.

To truly stand out during the Libra Solutions interview process, keep these practical, insider tips in mind:

• Drive the conversation: Do not wait for the interviewer to give you a step-by-step roadmap during the live case. Take the initiative, propose a structured framework, and guide them through your analytical process.
• Over-communicate your assumptions: In live problem-solving, the final answer matters less than the logic you used to get there. Explicitly state the assumptions you are making about the business model, pricing, or customer behavior.
• Show deep interest in the business model: Spend time researching specialty finance, legal receivables, and medical lien funding. Being able to naturally use industry terminology like "lien servicing," "recourse vs. non-recourse," and "origination volume" will instantly differentiate you.

• Prepare your own strategic questions: At the end of the interview, ask insightful questions about their portfolio challenges, data infrastructure, or future expansion plans. This shows that you are already thinking like a Strategy & Data Analyst from day one.

The Strategy & Data Analyst and Revenue Strategy Analyst roles at Libra Solutions offer an exceptional opportunity to drive high-impact strategic decisions in a fast-growing, data-centric organization. By combining technical data engineering with high-level business strategy, you will position yourself as a key driver of the company's financial success. The role is challenging, but it provides immense visibility and professional growth for analytical professionals who thrive on solving complex, real-world problems.

To maximize your chances of success, focus your preparation on mastering SQL joins, refining your live business case frameworks, and understanding the core financial mechanics of receivables-based funding. Approach the interview with confidence, adaptability, and a collaborative mindset.

The salary ranges shown above reflect the competitive compensation packages offered by Libra Solutions across key locations like Huntersville, Charlotte, Denver, and Las Vegas. Actual offers are calibrated based on your geographic location, technical depth, and overall performance in the live strategic rounds. For more detailed salary data, interview reviews, and preparation resources, you can explore additional interview insights and resources on Dataford to ensure you are fully prepared to secure your offer.