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abridge·Software Engineer·Hiring Manager Screen·Intermediate

Intermediate
Jun 2026

Summary

Hiring manager screen for a software engineer role at Abridge. Pretty standard resume walkthrough but then it gets into real project depth, so you can't just coast on buzzwords.

Questions Asked (4)

Q1

Walk me through your resume starting from your most recent role and working backwards.

Adaptability & Ambiguity
Author's notes

I'd practiced this but still fumbled the transitions between jobs.

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AI HintsAI Generated

Suggested Approach

Start with your most recent role and briefly describe your responsibilities, key projects, and impact. Then work backwards, highlighting how each role built specific skills and led to the next, and connect your experiences to the requirements of the Software Engineer role at Abridge. Keep the narrative concise and focused on relevant technical and adaptability aspects.

Pro tip: Emphasize how you thrived in ambiguous situations and adapted to new technologies or processes, as this role values adaptability. Quantify your achievements with metrics to make your impact tangible.

1. Current/Most Recent Role

Summarize your most recent position, including your title, company, key responsibilities, and a major accomplishment that demonstrates technical skill and adaptability.

2. Previous Role

Describe the role before that, focusing on how it prepared you for your most recent role and any challenges you overcame in ambiguous situations.

3. Earlier Roles

Briefly cover earlier positions, highlighting transferable skills and how each step contributed to your growth as a software engineer.

4. Education and Foundations

Mention your educational background and any foundational experiences that sparked your interest in software engineering and equipped you with core skills.

5. Connect to Abridge

Tie your journey together by explaining why you're excited about Abridge and how your background aligns with the company's mission and the role's requirements.

Key Points to Mention

  • Specific technical skills and tools used in each role (e.g., programming languages, frameworks).
  • Examples of adapting to new technologies or processes in fast-paced or ambiguous environments.
  • Quantifiable achievements (e.g., improved performance by X%, reduced bugs by Y%).
  • Collaboration with cross-functional teams and communication skills.
  • Progression of responsibility and impact across roles.
  • Alignment with Abridge's mission and the Software Engineer role's requirements.

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

Q2

Pick one of the projects we just talked about and go deep: what was the problem, what was your specific role, what technical decisions did you make and why, and what was the actual outcome?

Technical Trade-offsSystem Design
Author's notes

This is where it got interesting.

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AI HintsAI Generated

Suggested Approach

Choose a project where you had clear ownership and can articulate the full lifecycle from problem to outcome. Structure your answer using a narrative arc: context, problem, your role, key decisions with trade-offs, and measurable results. Focus on depth over breadth, showing how you thought through technical choices and their impact.

Pro tip: Quantify outcomes whenever possible (e.g., latency reduction, cost savings, user growth) and explicitly connect your technical decisions to business or user impact. This demonstrates that you think beyond code and understand the product context.

1. Set the Context and Problem

Briefly describe the project's goal and the specific problem you were solving, including why it mattered to the business or users. Keep it concise to leave time for deeper technical discussion.

2. Clarify Your Role and Ownership

State your exact role and responsibilities, emphasizing what you personally drove versus what was team effort. Be honest about scope to build credibility.

3. Explain Key Technical Decisions and Trade-offs

Detail 2-3 critical decisions you made, the alternatives considered, and why you chose your approach. Highlight constraints like scalability, latency, cost, or maintainability.

4. Describe Implementation and Challenges

Summarize how you executed the plan, including any obstacles you overcame and how you adapted. Show your problem-solving process.

5. Share Measurable Outcomes and Learnings

Conclude with concrete results (metrics, impact) and reflect on what you learned or would do differently. Tie back to the company's needs if possible.

Key Points to Mention

  • Specific technical trade-offs (e.g., consistency vs. availability, SQL vs. NoSQL, monolith vs. microservices) and why you chose one over the other.
  • Your individual contributions and how you collaborated with others (e.g., code reviews, mentoring, cross-team communication).
  • Quantifiable outcomes such as performance improvements, cost reductions, or user engagement metrics.
  • Challenges faced and how you resolved them, demonstrating resilience and adaptability.
  • Alignment of technical decisions with business goals or user needs.
  • Any lessons learned or future improvements, showing self-awareness and growth mindset.

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

Q3

What was your actual scope of ownership on that project? What did you personally drive versus what did the team handle?

Cross-functional AlignmentStakeholder Management
Author's notes

Tricky because there's a fine line between selling yourself and sounding like you're throwing teammates under the bus.

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AI HintsAI Generated

Suggested Approach

Be transparent about your individual contributions while acknowledging the team's role, using specific examples to illustrate your ownership. Focus on how you drove impact through collaboration, not just solo work. Structure your answer to show clear boundaries of responsibility and how you influenced outcomes.

Pro tip: Quantify your impact where possible and explicitly state what you would do differently next time to show self-awareness. Avoid overclaiming; interviewers value honesty and the ability to credit others.

1. Set the Context

Briefly describe the project, its goals, and the team structure to orient the interviewer. Mention your role and the overall timeline.

2. Define Your Ownership

Clearly state the specific areas or components you were responsible for, using 'I' statements. Highlight any leadership or decision-making authority you had.

3. Distinguish Team Contributions

Acknowledge what the team handled, such as other modules, testing, or deployment. Explain how your work interfaced with theirs.

4. Show Collaboration and Impact

Describe how you worked cross-functionally to align stakeholders and drive results. Emphasize the outcomes and your specific contributions to them.

5. Reflect and Learn

Share a lesson learned about ownership or collaboration and how it improved your approach. This demonstrates growth and self-awareness.

Key Points to Mention

  • Specific technical contributions you personally made (e.g., designed X, implemented Y).
  • How you coordinated with cross-functional partners (e.g., product, design, other engineers).
  • Metrics or outcomes that resulted from your work (e.g., reduced latency by 20%).
  • Challenges you navigated and how you resolved them, showing problem-solving.
  • The balance between individual ownership and team success, avoiding credit-taking.
  • Any mentorship or guidance you provided to team members, if applicable.

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

Q4

Why this company and why this particular team?

Adaptability & Ambiguity
Author's notes

Standard closer but they did push back a bit when my answer was too generic.

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AI HintsAI Generated

Suggested Approach

Connect your personal motivation to Abridge's mission of using AI to improve healthcare documentation, then explain why this specific team's focus on adaptability and ambiguity aligns with your strengths. Show that you've researched the team's projects and can articulate how you'll contribute to solving ambiguous problems in a fast-paced environment.

Pro tip: Mention a specific Abridge product feature or recent update (e.g., their generative AI for clinical notes) and tie it to a personal experience or project, demonstrating genuine interest and technical insight.

1. Show company alignment

Explain why Abridge's mission and technology resonate with you, referencing specific aspects like their use of AI to reduce clinician burnout.

2. Highlight team fit

Discuss why this particular team appeals to you, focusing on its role in tackling ambiguous problems and how your skills match its needs.

3. Demonstrate adaptability

Provide an example from your past where you thrived in ambiguity, showing you can handle the team's dynamic environment.

4. Connect to impact

Articulate how your contributions on this team will drive Abridge's goals, emphasizing your desire to make a tangible difference.

Key Points to Mention

  • Abridge's mission to improve healthcare through AI-powered documentation
  • Specific team projects or technologies (e.g., real-time clinical note generation)
  • Your experience with ambiguous, fast-changing projects
  • How your technical skills (e.g., NLP, ML) align with the team's work
  • Abridge's company values or culture that you admire
  • Your excitement about collaborating with cross-functional teams in a startup environment

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