Reddit Compliance / Risk Analyst Interview Questions

1.Walk me through a time your compliance monitoring program had to scale fast — maybe a regulatory change, a product expansion, or a sudden spike in volume. What broke first, and how did you fix it?

2.Tell me about a time you had to build or fix a compliance process under real time pressure — maybe a regulatory deadline, an audit, or an incident — and the 'right' solution wasn't feasible. What did you ship instead?

3.Tell me about a time a compliance or policy decision you made — or recommended — had an unintended negative impact on end users or a specific user community. How did you find out, and what did you do?

4.Have you ever pushed back on a compliance control or policy because you believed it was unnecessarily restricting legitimate user behavior or expression? Walk me through what happened.

5.Describe a situation where you discovered that bad actors were gaming a compliance or risk control you owned — exploiting it in ways you hadn't anticipated. How did you respond?

6.Tell me about the most complex multi-stakeholder compliance or risk project you've owned — one where legal, product, engineering, and a business team all had conflicting priorities. How did you get to a decision?

7.Reddit has roughly 100,000 active subreddits. If you had to build a simple risk-tiering model to prioritize which communities get compliance attention first, how would you approach it?

8.Walk me through how you'd estimate the compliance workload generated by Reddit's self-serve ads onboarding — say, for budgeting a review team headcount. What inputs do you need and how do you get to a number?

9.Reddit's Public Data API is used by academic researchers, third-party developers, and AI companies. How would you build a compliance risk framework that distinguishes between these three customer types — what are the key differences in your exposure?

10.Reddit is rolling out a new feature that lets users attach real identity signals — like professional credentials — to their profiles, optionally. Walk me through the compliance and risk analysis you'd run before this launches.

11.A large brand advertiser is threatening to pull $5M in annual spend unless Reddit removes a specific subreddit they find brand-unsafe. Legal says the community hasn't violated any policies. How do you analyze the risk here and what's your recommendation?

12.Reddit's Trust & Safety team tells you that a compliance control you own — the process for reviewing high-risk account creation patterns — has been running for six months but may have been trained on biased signals that disproportionately flag accounts from certain countries. How do you investigate and what do you do with what you find?

13.Walk me through how you build and maintain a risk register. What categories do you track, how do you score residual risk, and how often do you refresh it?

14.How do you assess the compliance risk of a third-party vendor or data partner before Reddit signs a contract with them? What does your due diligence checklist actually look like?

15.Reddit's Ads Platform collects behavioral data across logged-in and logged-out users to serve targeted ads. How would you map the data flows involved and identify the key regulatory compliance obligations?

16.How do you design a compliance monitoring program for a high-volume, fast-moving product area — say, Reddit's Ads Platform with thousands of new advertisers onboarding monthly? What's your framework for deciding what to monitor, how often, and with what thresholds?

17.Reddit is considering licensing its public corpus to an AI company for model training. Walk me through the compliance and risk analysis you'd run on that deal — what are the key obligations, exposures, and deal terms you'd push for?

18.A new state privacy law is taking effect in 90 days that requires Reddit to offer consumers a new opt-out right you don't currently support in your consent management platform. Legal has confirmed it applies. How do you run the implementation — what's your project plan and who do you pull in?

19.An engineer on the ads team tells you informally that a new targeting feature shipped last week without going through compliance review. It's live and serving impressions right now. What do you do in the next few hours?

20.You're reviewing moderator tool usage logs and notice a pattern: a handful of subreddit moderators appear to be using their access to collect and export large volumes of user data in ways that look automated. How do you investigate this, and at what point do you escalate?

21.Reddit is expanding ads into a new country where the regulatory environment is ambiguous — there's no clear data privacy law yet, but there are active legislative proposals and the FTC equivalent has been vocal. Product wants to launch in 60 days. How do you give them a compliance recommendation without a clear legal framework to anchor to?

22.You discover that a compliance control you own — specifically, the process for flagging potentially illegal ad content before it serves — has a backlog of 2,000 unreviewed items that are 48 hours old. The queue exists because a rule change last week tripled intake volume overnight. What do you do?

23.A government in a country where Reddit operates sends a law enforcement data request asking for 90 days of posting history, IP addresses, and direct messages for 15 named users. The request doesn't include a warrant — it's framed as an urgent national security matter. Walk me through how you handle it.

24.Reddit's data science team wants to use a dataset of community posts and user engagement signals to train an internal content recommendation model. The data includes posts from communities that have since been banned. Legal says it's probably fine. You think there are compliance and ethical risks they haven't fully considered. How do you make your case and what outcome are you pushing for?

25.Tell me about a time you had to get a sales or business development team to slow down or change course on a deal because of a compliance concern. How did you frame it, and did you keep the relationship intact?

26.Walk me through a time you had to explain a compliance or regulatory requirement to a non-technical, non-legal audience — maybe a product team or an exec. What was the gap in understanding and how did you close it?

27.Tell me about a time you were the only person in the room — or in the conversation — who thought something was a compliance risk. Everyone else, including people more senior than you, disagreed. What did you do?

28.Have you ever discovered mid-project that a key business partner had been making decisions in your compliance domain without looping you in? How did you find out, and how did you rebuild the process going forward?

29.You've done a risk assessment and concluded that a product feature shouldn't launch — but the CPO and the head of revenue both want it live in two weeks and they're aligned with each other against you. Walk me through how you handle that.

30.Walk me through a time a compliance or risk concern you raised was dismissed, and it later turned out you were right. What did the aftermath look like, and how did you handle the relationship with the people who'd overruled you?