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Influence and Organizational Navigation Questions

This topic covers the ability to effect change and gain buy in inside organizations where one may not have formal authority, and to navigate differing organizational cultures and political dynamics ethically and effectively. Key skills include building coalitions across functions and levels, stakeholder mapping and engagement, persuasive communication and framing recommendations in business terms, tailoring approaches to risk appetite and organizational structure, reading and adapting to cultural norms, maintaining integrity while navigating politics, and creating strategies to obtain sponsorship from skeptical leaders or resistant teams. Assessment may include situational judgment, examples of coalition building, techniques for framing proposals to nontechnical audiences, and approaches for adapting compliance or change initiatives to fit the organizational context.

EasyTechnical
0 practiced
Explain RACI and how you'd apply it when deploying a customer churn model across analytics, engineering, product, legal, and customer-success teams. Use the following template and explain how you'd fill it:
| task | analytics | engineering | product | legal | customer-success ||---|---|---|---|---|---|| data access | | | | | || model development | | | | | || validation | | | | | || deployment | | | | | || monitoring | | | | | |
MediumTechnical
0 practiced
Legal requests you pause deployment because of fairness concerns, while product leadership pushes for launch to meet a revenue quarter. Propose a mediation plan that balances speed and compliance, including a temporary mitigation, monitoring plan, stakeholder roles, and decision criteria to resume or cancel the rollout.
HardTechnical
0 practiced
You observe anomalies in model outputs that point to potential fraud by a senior leader. You have partial but not definitive evidence. Describe how you would ethically and strategically handle this discovery: preserving evidence, who to notify, escalation steps, and safeguards to protect yourself and the integrity of the investigation.
MediumTechnical
0 practiced
Design a pilot A/B test and stakeholder reporting plan to validate a churn-prevention model. Specify sample-size approach at a high level, primary and secondary metrics (both business and model metrics), timeline, reporting cadence, and the decision criteria to roll out.
EasyTechnical
0 practiced
You have 10 minutes to present results from a complex model to nontechnical executives. Provide a one-slide outline that includes: a single headline 'so what' statement, three business-focused supporting metrics, the top operational risk, your recommendation, and the exact decision you want from the execs. Explain briefly why each element is included.

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