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Technical Strategy and Roadmapping Questions

Covers defining, communicating, and operationalizing multi quarter to multi year technical and engineering strategy that aligns engineering investments with product and business objectives. Candidates should be able to describe planning horizons, trade offs between near term delivery and long term investment, and how strategic direction maps to architecture and platform decisions. Topic coverage includes migration and modernization planning, assessing current state and technical debt, sequencing initiatives and milestones, prioritization frameworks and cost of delay thinking, capacity and resource planning including hiring and team structure, vendor evaluation and integration, compliance and data considerations, governance and operating model, and execution planning with timelines and review cadences. It also includes balancing feature delivery, reliability, platform evolution, developer experience, and maintenance; making the business case for infrastructure and platform investments; defining success metrics and objectives and key results and measuring outcomes; risk identification, mitigation and contingency planning; and communicating roadmaps and trade offs to engineers, product leaders, business stakeholders, and executives. Domain specific concerns such as cloud adoption, business intelligence roadmaps, and marketing technology integration are included as examples of how technical strategy varies by context.

MediumTechnical
0 practiced
Create a risk mitigation and rollback plan for migrating customer PII data to a new cloud provider given strict compliance requirements (e.g., GDPR, SOC2). Cover pre-migration validation, encryption and access controls, monitoring during migration, rollback triggers, and stakeholder communication.
HardTechnical
0 practiced
A critical GDPR compliance gap is discovered that requires rework affecting three roadmap items. Draft a contingency strategy describing how you would re-prioritize, resource the fixes, communicate to stakeholders, and minimize business impact while ensuring compliance remediation completes quickly.
HardTechnical
0 practiced
An executive demands rapid new features, but engineering warns the platform is brittle and needs a three-quarter overhaul. Draft an actionable plan that includes immediate steps to protect launches, a prioritized list of overhaul components, and a phased timeline that preserves business needs and reduces systemic risk.
MediumSystem Design
0 practiced
Sketch a 6-quarter roadmap to evolve a company data platform from a basic data lake to a BI-driven analytics platform that supports self-serve analytics. Include milestones for data quality, ETL automation, semantic layer, tooling, and adoption metrics. Note trade-offs between speed and correctness.
MediumTechnical
0 practiced
You have a list of five candidate initiatives: A) checkout conversion optimization, B) migrate user profiles to new DB, C) implement rate limiting for API, D) improve test coverage across services, E) integrate single sign-on. Create a prioritization approach (framework of your choice), score the initiatives against the framework, and justify which two you would schedule in the next two quarters.

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