Risk Identification Assessment and Mitigation Questions

Comprehensive practices for proactively identifying, assessing, prioritizing, managing, mitigating, and planning responses to risks across technical, operational, financial, regulatory, security, privacy, and market domains. Candidates should be able to describe methods to surface risks including brainstorming, historical analysis, dependency mapping, scenario analysis, stakeholder interviews, and threat modeling; apply qualitative and quantitative assessment techniques such as probability and impact scoring, risk matrices and heat maps, expected loss calculations, and simulation where appropriate; and use prioritization approaches that reflect risk appetite, tolerance, and cost benefit trade offs. The topic covers selection and design of mitigation options including avoidance, reduction, transfer, and acceptance; preventive, detective, corrective, and compensating controls; layered defense strategies; and domain specific safeguards such as encryption, access controls, logging, data minimization, retention policies, vendor agreements, and incident response planning. It also includes contingency and recovery planning for exposures that cannot be fully mitigated, including defining triggers, contingency actions, owners, contingency budgets and schedule reserves, rollback and fallback strategies, and measurable monitoring indicators. Candidates should be prepared to explain how to create and maintain risk registers, assign owners, monitor and report residual risk, measure control effectiveness over time, align risk activities with architecture and compliance, make trade offs between prevention and contingency, and communicate and escalate risk information to stakeholders and leadership across project and program lifecycles.