← Openai Interview Insights

Openai·Software Engineer·Onsite - Behavioral / Leadership·Senior

SeniorPrefer not to say
Jun 2026

Summary

Behavioral round with an engineering manager at OpenAI, about 45 minutes. Pretty standard BQ territory but a few questions had follow-ups that pushed into specifics, which I wasn't fully ready for.

Questions Asked (6)

Q1

What are you looking for in your next role?

Adaptability & Ambiguity
Author's notes

Felt like a warmup but I rambled a bit.

Create a free account to read the full note

AI HintsAI Generated

Suggested Approach

Focus on alignment with MongoDB's values and the role's emphasis on adaptability and stakeholder management. Highlight your desire for a role that offers technical challenges, cross-functional collaboration, and opportunities to navigate ambiguity. Show enthusiasm for MongoDB's mission and technology.

Pro tip: Research MongoDB's core values and recent product developments, and subtly weave them into your answer to demonstrate genuine interest and cultural fit. Avoid generic answers; tailor your response to MongoDB's specific context.

1. Express enthusiasm for the role and company

Start by stating your excitement about the opportunity at MongoDB and briefly mention what attracts you to the company, such as its innovative technology or collaborative culture.

2. Highlight technical growth and impact

Discuss your desire to work on challenging technical problems, contribute to impactful projects, and grow your skills in a dynamic environment like MongoDB.

3. Emphasize collaboration and stakeholder management

Explain that you value working with cross-functional teams, managing stakeholder expectations, and driving projects forward through effective communication.

4. Show comfort with ambiguity and adaptability

Mention that you thrive in environments where priorities shift, and you enjoy navigating uncertainty to deliver results, aligning with MongoDB's fast-paced setting.

5. Connect to MongoDB's mission and values

Conclude by tying your goals to MongoDB's mission and values, showing that you're not just looking for any role but specifically want to contribute to MongoDB's success.

Key Points to Mention

  • Opportunities to work on scalable, distributed systems and database technologies
  • Collaboration with cross-functional teams and managing diverse stakeholders
  • Adaptability in fast-paced, ambiguous environments
  • Continuous learning and professional development
  • Alignment with MongoDB's core values (e.g., think big, own it, make it matter)
  • Desire to contribute to impactful projects that drive business value

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

Q2

Tell me about a time you worked on something that seemed impossible.

Adaptability & AmbiguityTechnical Trade-offs
Author's notes

This one I actually liked.

Create a free account to read the full note

AI HintsAI Generated

Suggested Approach

Choose a project that initially appeared infeasible due to technical constraints, scale, or ambiguity, and narrate how you broke it down, iterated, and delivered results. Emphasize your problem-solving process, collaboration, and the measurable impact, while showing humility about the challenges.

Pro tip: Focus on the journey, not just the outcome—interviewers at OpenAI value how you navigate ambiguity and learn from failures. Quantify the impact where possible, but also highlight what you would do differently next time.

1. Set the Context

Briefly describe the project, why it seemed impossible, and your role. Highlight the specific technical or ambiguity challenges that made it daunting.

2. Break Down the Problem

Explain how you decomposed the problem into smaller, manageable parts. Mention any research, prototyping, or collaboration that helped clarify the path forward.

3. Iterate and Adapt

Describe the iterative process: what you tried, what failed, and how you pivoted. Emphasize learning from setbacks and adjusting your approach.

4. Overcome Key Obstacles

Detail the most critical challenge you faced and how you solved it, possibly with cross-functional teamwork or innovative technical solutions.

5. Deliver and Reflect

Summarize the outcome, including measurable results and lessons learned. Reflect on how this experience shaped your approach to future challenges.

Key Points to Mention

  • The specific technical or ambiguity challenge that made the task seem impossible
  • Your systematic approach to breaking down the problem and prioritizing tasks
  • How you leveraged collaboration, research, or prototyping to make progress
  • A key failure or pivot and what you learned from it
  • The measurable impact or outcome of your work
  • How this experience improved your ability to handle ambiguity and technical trade-offs

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

Q3

How do you handle conflict with a teammate or colleague?

Conflict ResolutionCross-functional Alignment
Author's notes

Gave a real example, nothing sanitized.

Create a free account to read the full note

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 on a solution. Emphasize that you view conflict as an opportunity to improve the product or process, not as a personal battle. Conclude with the positive outcome and what you learned.

Pro tip: Show that you address conflict directly and privately, and that you seek to understand before being understood. At OpenAI, where collaboration and mission alignment are key, highlight how you kept the team's goals and user impact at the center of the resolution.

1. Set the context

Briefly describe the situation and the nature of the conflict, making it clear it was a professional disagreement, not a personal issue.

2. Describe your approach

Explain how you initiated a private conversation, listened actively to understand their viewpoint, and identified shared goals.

3. Explain the resolution

Detail the specific steps you took to resolve the conflict, such as finding a compromise, using data to decide, or escalating appropriately if needed.

4. Highlight the outcome

Share the positive result: improved relationship, better solution, or enhanced team process.

5. Reflect on learnings

Mention what you learned from the experience and how it has made you a better collaborator.

Key Points to Mention

  • Active listening and empathy to understand the other person's perspective
  • Focus on shared goals and the team's mission rather than personal win/loss
  • Use of data or objective criteria to resolve disagreements
  • Direct, private communication rather than avoiding or escalating prematurely
  • Willingness to compromise or change your mind when appropriate
  • Positive outcome and strengthened working relationship

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

Q4

What's a piece of critical feedback you've received?

Adaptability & Ambiguity
Author's notes

Ugh.

Create a free account to read the full note

AI HintsAI Generated

Suggested Approach

Choose a real piece of critical feedback that highlights your ability to grow and adapt, especially in ambiguous situations. Use the STAR method to describe the feedback, your response, and the positive outcome, focusing on what you learned and how you applied it. Emphasize how this experience made you a more effective engineer, particularly in contexts relevant to OpenAI's fast-paced environment.

Pro tip: Select feedback that initially felt uncomfortable but led to significant improvement, and explicitly connect the lesson to working effectively in ambiguous, high-stakes projects like those at OpenAI.

1. Set the context

Briefly describe the situation and the feedback you received, ensuring it's relevant to software engineering and adaptability.

2. Describe your reaction

Acknowledge the feedback honestly, including any initial difficulty in hearing it, to show self-awareness and humility.

3. Explain your action plan

Detail the specific steps you took to address the feedback, such as seeking mentorship, practicing new skills, or adjusting your approach.

4. Highlight the outcome

Share the positive results that followed, such as improved performance, successful project delivery, or better team collaboration.

5. Connect to future growth

Reflect on how this experience has shaped your ongoing development and how it prepares you for challenges at OpenAI.

Key Points to Mention

  • Specific, actionable feedback (e.g., about communication, code quality, or project management)
  • Your openness to feedback and willingness to change
  • Concrete actions taken to improve
  • Measurable or observable positive outcomes
  • How the lesson applies to working in ambiguous, fast-paced environments
  • Alignment with OpenAI's values like collaboration, humility, and impact

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

Q5

Walk me through a project that didn't go as planned.

Root Cause AnalysisStakeholder Management
Author's notes

Picked a launch that slipped badly.

Create a free account to read the full note

AI HintsAI Generated

Suggested Approach

Choose a project where you can clearly articulate the initial plan, the specific deviations, and the actions you took to mitigate and learn. Focus on your problem-solving process and how you balanced technical fixes with stakeholder communication, rather than dwelling on blame. End with concrete improvements you've since applied to prevent similar issues.

Pro tip: Emphasize the systemic changes you implemented after the project—such as new testing protocols or communication rhythms—to show you turn failures into durable process improvements, not just one-off fixes.

1. Set the Context

Briefly describe the project's goal, your role, and the expected outcome to give the interviewer a clear baseline.

2. Identify the Deviation

Explain what didn't go as planned, when it became apparent, and the impact on timeline, quality, or stakeholders.

3. Analyze Root Causes

Walk through the technical and process-related root causes you uncovered, showing depth in diagnosis without blaming individuals.

4. Describe Corrective Actions

Detail the steps you took to mitigate the issue, including how you communicated with stakeholders and adjusted the plan.

5. Share Learnings and Preventative Measures

Conclude with what you learned and the specific changes you made to processes or practices to avoid recurrence.

Key Points to Mention

  • Clear root cause analysis (e.g., using 5 Whys or fishbone diagram)
  • Stakeholder communication and expectation management during the crisis
  • Technical mitigation strategies and trade-offs made
  • Post-mortem or retrospective actions taken
  • Long-term process improvements implemented
  • Personal growth and lessons applied to subsequent projects

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

Q6

Tell me about a time you failed.

Adaptability & Ambiguity
Author's notes

Classic.

Create a free account to read the full note

AI HintsAI Generated

Suggested Approach

Choose a real failure that is not catastrophic but meaningful, and focus on what you learned and how you improved. Use the STAR method to structure your answer, emphasizing the lessons and the changes you made to prevent similar failures. Show self-awareness and a growth mindset, and relate the experience to the skills needed for the role.

Pro tip: Avoid failures that are due to lack of technical skill; instead, pick one that stems from a strategic or communication misstep, and highlight how you turned it into a process improvement. This demonstrates maturity and a focus on systemic solutions.

1. Set the Context

Briefly describe the situation and the goal you were trying to achieve, providing enough background for the interviewer to understand the stakes.

2. Describe the Failure

Clearly state what went wrong and your role in it, taking ownership without being overly self-critical.

3. Analyze the Root Cause

Explain why it happened, focusing on your decisions or actions, and show that you understand the underlying reasons.

4. Share the Lesson Learned

Articulate the key insight you gained from the experience and how it changed your approach.

5. Show the Improvement

Describe the concrete steps you took to prevent similar failures and the positive outcomes that resulted.

Key Points to Mention

  • A specific, real failure that is not trivial but also not a major disaster
  • Clear ownership of your role in the failure
  • The root cause analysis and what you learned
  • The changes you implemented to avoid repeating the mistake
  • The positive impact of those changes on your work or team
  • How this experience makes you a better fit for the role and company

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