Senior Principal, AI Portfolio, Adoption & Governance
Posted Sep 16, 2026 · We last checked this listing on Sep 20, 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.
Behavioral
Tell me about a time you had to get a group of senior executives to agree on an investment decision when they came in with different priorities.
facilitation skill and ability to drive consensus among people who outrank the candidate
Describe a time you had to influence a decision or change someone's mind without having formal authority over them.
real evidence of influence skills, since this role has no direct authority over the teams it must move
Tell me about a time a governance framework or process you built met resistance from technology, risk, legal, or business teams. What did you do?
conflict handling across functions with competing incentives
Tell me about the most complex cross-functional initiative you've led. Who were the stakeholders and where did it almost fall apart?
scale and complexity of prior portfolio or program management experience
Technical
Walk me through how you'd set up an intake and evaluation process for AI use cases coming in from different business lines. How would you decide what gets prioritized and what gets shelved?
whether the candidate has a real, repeatable framework for portfolio triage rather than an ad hoc approach
How would you design a governance framework for AI at a bank, given the regulatory environment we operate in versus a less regulated industry?
depth of knowledge of AI governance specific to financial services, not generic AI ethics talk
What metrics would you use to prove an AI initiative delivered real ROI, and how would you handle a case where the value is more qualitative, like time saved or improved decision quality?
ability to build credible value-realization measurement beyond vague benefit claims
Walk me through how you'd build a business case for an AI investment that a CFO would actually approve.
financial rigor and ability to speak the language of finance stakeholders
What's your view on Responsible AI principles, and how would you operationalize them so they're not just a slide in a deck?
whether the candidate can turn abstract responsible AI language into enforceable practice
Situational
Say a business unit rolls out an AI tool without going through your intake process and it's already in production. How do you handle that?
how the candidate balances enforcement of governance against relationship damage and political fallout
How do you build something like an AI Champion network from scratch, and what makes people actually show up and use it instead of ignoring it?
practical understanding of adoption and change management, not just the idea of a network
If you had to explain to a room of frontline managers who've never touched AI why this matters and what's expected of them, what would you actually say?
ability to translate strategy into plain language for enterprise-wide literacy programs
How would you report portfolio performance to executives in a way that's honest about what isn't working, without losing their confidence in the program?
judgment around transparency and executive communication under pressure
Practice this interview out loud.
Offer builds a real interview for this exact role at Associated Bank from your resume and this job description, asks the questions one at a time, and tells you what landed. The first one is free.
Practice this out loudThe full job description
As published by Associated Bank.
Related jobs
Area Teller Specialist
Posted Sep 17 · Verified Sep 20
Teller (Part-time)
Posted Sep 17 · Verified Sep 20
Chief Analytics Officer
Posted Sep 17 · Verified Sep 20
Asset Based Lending Team Leader
Posted Sep 17 · Verified Sep 20
Client Delivery Supervisor - Commercial Deposits
Posted Sep 17 · Verified Sep 20
Relationship Banker
Posted Sep 17 · Verified Sep 20