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Business Requirements and Technical Alignment Questions

Focuses on the candidate ability to translate business requirements into technical architecture and product decisions. Expect discussion of how market timing, customer needs, competitive positioning, cost and resource constraints influence technical trade offs. Candidates should demonstrate how to balance ideal technical designs with pragmatic business driven solutions, how to prioritize engineering work based on impact, and how to communicate trade offs to technical and non technical stakeholders.

HardTechnical
51 practiced
A strategic customer requires backwards compatibility across multiple API versions for an 18-month roadmap while the product team must iterate quickly. Propose an API versioning strategy, feature flagging approach, and deprecation policy that balance developer velocity with customer stability. Describe automation or governance you would introduce to enforce the policy.
EasyTechnical
60 practiced
A potential customer operating in the EU asks how GDPR requirements map to technical controls. Choose three GDPR concerns (data retention, data subject access requests, and portability) and describe concrete technical implementations you would propose to satisfy each one.
EasyTechnical
69 practiced
Distinguish between functional and non-functional requirements (NFRs) with examples relevant to a regulated enterprise customer (e.g., an online health service). For three NFRs (security, latency, auditability), describe how you would translate each into measurable technical requirements and acceptance criteria.
MediumTechnical
55 practiced
A customer expects 99.99% uptime SLA for a global application. Translate this SLA into SLOs and error budgets; describe what architectural investments (e.g., multi-region, failover, monitoring) and cost implications you would present to the customer to meet that SLA.
MediumSystem Design
59 practiced
Design a high-level architecture to synchronize inventory between a regional warehouse system and a global storefront. Constraints: sub-second reads for product pages, eventual consistency acceptable for inventory counts, cost budget capped for the quarter, and integration with a legacy SOAP service. Describe components, data flow, and a simple fail-safe for the legacy system.

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