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Geico·AI Engineer·Onsite - Behavioral / Leadership·Senior

Senior
Jun 2026

Summary

Behavioral round for an AI Engineer role at Geico. Pretty standard stuff, conflict and feedback questions, nothing that felt tailored to the AI side of the job at all.

Questions Asked (2)

Q1

Tell me about a time you had a conflict with a teammate or colleague. How did you handle it?

Conflict Resolution
Author's notes

Went with a situation-action-result structure, talked through a disagreement over technical direction with a peer.

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AI HintsAI Generated

Suggested Approach

Use the STAR method to describe a specific conflict, focusing on how you listened to understand the other person's perspective and collaborated to find a solution. Emphasize the positive outcome and what you learned, showing that you can handle disagreements professionally and maintain strong working relationships.

Pro tip: Choose a conflict where you had a legitimate difference of opinion but ultimately found a win-win solution. Avoid portraying yourself as always right or the other person as unreasonable; instead, show empathy and a focus on the team's success.

1. Set the Scene

Briefly describe the project, your role, and the nature of the conflict, providing enough context for the interviewer to understand the stakes.

2. Explain the Conflict

Clearly state the disagreement, focusing on the issue, not personal attacks. Show that you understood the other person's viewpoint.

3. Describe Your Actions

Detail the steps you took to resolve the conflict, such as active listening, seeking common ground, or involving a mediator if necessary.

4. Highlight the Resolution

Explain how the conflict was resolved, emphasizing collaboration and a positive outcome for the team and project.

5. Reflect and Learn

Share what you learned from the experience and how it improved your ability to work with others in the future.

Key Points to Mention

  • Active listening and empathy: showing you understood the other person's perspective.
  • Focus on the problem, not the person: keeping the discussion objective and professional.
  • Collaboration and compromise: working together to find a solution that benefits the team.
  • Positive outcome: achieving a successful resolution and maintaining a good working relationship.
  • Self-reflection: demonstrating growth and learning from the experience.
  • Alignment with company values: showing how your approach aligns with Bloomberg's emphasis on teamwork and innovation.

AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.

Q2

Describe a situation where you had to give or receive constructive feedback. What happened?

Conflict ResolutionStakeholder Management
Author's notes

Picked a feedback story from a past project review.

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AI HintsAI Generated

Suggested Approach

Choose a specific example where you either gave or received feedback in an AI engineering context, and structure it using the STAR method. Focus on how the feedback was delivered or received constructively, the actions taken, and the positive outcome for the project or team.

Pro tip: Emphasize that you view feedback as a tool for continuous improvement and that you actively seek it, especially in technical domains where model performance and stakeholder needs evolve rapidly.

1. Set the Context

Briefly describe the project, your role, and the situation that necessitated feedback. Highlight the stakes and why feedback was important.

2. Describe the Feedback

Explain what the feedback was, whether you gave or received it, and how it was communicated. Focus on specifics and the rationale behind it.

3. Detail Your Actions

Describe the steps you took to address the feedback, such as implementing changes, seeking clarification, or facilitating a discussion. Show ownership and collaboration.

4. Share the Outcome

Explain the results of your actions, including improvements in the project, team dynamics, or personal growth. Quantify if possible.

5. Reflect and Learn

Summarize what you learned from the experience and how it has influenced your approach to feedback and collaboration in subsequent projects.

Key Points to Mention

  • Specific AI engineering context (e.g., model performance, data quality, stakeholder requirements)
  • Constructive delivery or reception of feedback (e.g., using 'I' statements, focusing on behavior not personality)
  • Actions taken to address the feedback (e.g., code refactoring, additional testing, stakeholder meetings)
  • Positive outcome (e.g., improved model accuracy, reduced bias, enhanced team collaboration)
  • Demonstration of active listening and empathy
  • Commitment to continuous learning and professional growth

AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.