Senior Pricing Analyst, Derivatives Pricing, Incentives and Analytics
Posted Sep 30, 2026 · We last checked this listing on Oct 4, 2026
Likely interview questions for this role
Written from this job description, not a generic list. Each one notes what the interviewer is really checking.
About your past
Tell me about an analysis you did where the data told a different story than the business leader expected.
What they are checking: Whether they can deliver an unwelcome finding with evidence and keep the relationship intact.
Tell me about a time you took initiative on a project nobody assigned you.
What they are checking: Whether they find and pursue opportunities on their own, which the posting calls out directly.
What would you do
An incentive program is set up and you notice the fee waiver was configured for the wrong product. What do you do?
What they are checking: Whether they act fast on errors that cost real money and own the fix, given the posting's stress on accuracy.
A large client is gaming an incentive by trading in a way that meets the rules but adds little to the market. How would you handle that?
What they are checking: Whether they can spot unintended behavior and propose program changes that protect market health.
About the work
How would you tell whether a market-making program on a futures contract is actually improving liquidity, or just paying for volume that would have traded anyway?
What they are checking: Whether they think in terms of incremental impact and can separate real program effects from baseline activity.
What metrics would you track to judge the health of a derivatives market's structure?
What they are checking: Whether they know measures like spreads, depth, open interest and participant mix, and why each one matters.
Walk me through how you'd design a pricing incentive to grow participation from a new client segment.
What they are checking: Whether they can set eligibility, tiers and thresholds that change behavior without giving away revenue for nothing.
How do you make sure a complex pricing model or dashboard is right before others rely on it?
What they are checking: Whether they have concrete checks like reconciliation and sanity tests, not just confidence in their own work.
How would you estimate the revenue impact of a proposed fee change before it goes live?
What they are checking: Whether they consider volume elasticity and client behavior, not just multiplying current volume by the new fee.
What tools do you use for large-scale analysis of trade data, and how do you handle data that's too big for Excel?
What they are checking: Whether they can work with SQL, Python or similar on real trade volumes, which this role depends on.
What industry shifts do you think are changing how exchanges should price derivatives today?
What they are checking: Whether they follow the market closely enough to connect pricing decisions to broader trends.
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Practice this out loudThe full job description
As published by CME Group.