As a Business Analyst at Handshake - stryder, your day-to-day work will be highly dynamic and collaborative. You will not operate in a silo; instead, you will serve as a strategic partner to various business units, ensuring that data is at the center of every major decision.

Your primary responsibilities will revolve around translating data into strategic action. This includes designing, building, and maintaining robust dashboards that give product and operations teams real-time visibility into their performance. You will conduct deep-dive analyses to uncover trends in student behavior, employer hiring patterns, and university engagement, presenting these findings directly to stakeholders and leadership.

In addition to reporting, you will actively collaborate with product managers to design A/B tests, establish baseline metrics, and evaluate the success of new product launches. You will also work closely with data engineering teams to ensure that the underlying data pipelines are clean, reliable, and structured in a way that facilitates easy analysis. Ultimately, your goal is to empower the entire organization to move faster and smarter by making high-quality data accessible and understandable.

To be competitive for the Business Analyst position, you must demonstrate a strong balance of technical expertise, business acumen, and interpersonal skills.

• Must-have skills

  • Advanced SQL Proficiency – Exceptional ability to write complex, optimized queries to extract and manipulate large datasets.
  • Data Visualization – Proven experience building clear, intuitive dashboards in tools like Tableau, Looker, or similar BI platforms.
  • Structured Communication – The ability to explain complex technical findings to non-technical stakeholders in a clear, concise manner.
  • Analytical Experience – 2+ years of experience working in an analytical role, preferably within a fast-growing technology company or a multi-sided marketplace.

• Nice-to-have skills

  • Programming Languages – Experience using Python or R for statistical analysis, data cleaning, or predictive modeling.
  • A/B Testing Knowledge – Familiarity with experimental design, hypothesis testing, and statistical significance.
  • EdTech or Marketplace Experience – Prior experience working with products that connect multiple distinct user bases (e.g., students, employers, and universities).

Q: How difficult is the interview process for the Business Analyst role? A: The process is rated as average to difficult. While the behavioral rounds focus heavily on alignment and communication, the technical SQL screen is highly rigorous and acts as a strict filter. Adequate preparation for both technical accuracy and structured problem-solving is essential.

Q: How can I best prepare for the SQL assessment? A: Practice writing queries under time constraints, focusing on complex joins, window functions, CTEs, and aggregation logic. Ensure your syntax is flawless, as minor errors can lead to automated rejection.

Q: What is the culture like on the analytics team at Handshake - stryder? A: The team is highly collaborative, mission-driven, and passionate about student success. However, because the company is growing quickly, the environment is fast-paced and requires a high tolerance for ambiguity and changing priorities.

Q: How long does the hiring process typically take from start to finish? A: While fast-tracked processes can happen in under two weeks, the typical timeline ranges from four to eight weeks, especially when coordinating multiple onsite rounds with cross-functional team members.

• Embrace the Ambiguity: When interviewers describe the role as "ambiguous," they want to see if you are comfortable defining your own path. During case questions, demonstrate that you can create structure out of chaos rather than waiting for perfect instructions.
• Connect Your Answers to the Mission: Handshake - stryder values its mission to democratize opportunity. Whenever possible, tie your behavioral answers and business case solutions back to how they ultimately benefit the students, employers, and universities on the platform.

• Over-Communicate Your Logic: During live technical and case interviews, talk through your thought process out loud. Interviewers care just as much about how you think and solve problems as they do about you getting the exact right answer.
• Prepare for Tricky Behavioral Questions: Be ready for direct questions regarding your longevity, how you handle projects that feel like a poor fit, and how you manage professional disappointment. Answer honestly, constructively, and with a growth mindset.

The Business Analyst position at Handshake - stryder is an exceptional opportunity to leverage your analytical skills to drive meaningful, real-world impact. By helping to connect students with life-changing career opportunities, your work will directly influence the future of the early-career workforce. The role is challenging, requiring a unique blend of technical mastery, business intuition, and the ability to thrive in a highly dynamic environment.

To set yourself up for success, focus your preparation on mastering complex SQL concepts, refining your structured framework for solving ambiguous business cases, and aligning your personal narrative with the company's core values. With dedicated preparation and a proactive, communicative approach to the interview loop, you can confidently showcase your skills and stand out as a top candidate.

For more detailed interview insights, community feedback, and preparation resources tailored to Handshake - stryder and other top companies, be sure to explore the comprehensive tools available on Dataford.

This compensation module provides typical salary insights for the Business Analyst role. When evaluating your compensation expectations, consider the entire package, including base salary, equity, and benefits. Be prepared to discuss your compensation expectations transparently during your initial recruiter screen to ensure alignment from the very beginning of the process.