Tell Me About a Time You Had to Make a Decision With No Precedent to Follow - Evaluate Two Answers

Evaluate These Two Answers

"Tell me about a time you identified and solved a problem that had no clear owner or ticket."

SDE 2⏱ 3 minStandard behavioral round. Competency may or may not be disclosed.

Score BOTH candidates on Ownership Signal, Action Specificity, and Quantified Impact BEFORE applying the rubric weights.

If you scored Candidate A >40 total, your calibration is biased toward fluency. Bar Raisers ignore delivery and score content only.

Candidate A

During a sprint, my manager suggested I look into this since I had bandwidth when we noticed some recurring errors in the payment system. I investigated the logs thoroughly and identified a race condition causing the failures. I designed a fix and collaborated with the team to deploy it promptly. I monitored the system after deployment and observed that failure rates decreased by 30%, improving payment reliability and reducing customer complaints. Although it wasn't my direct responsibility, I took initiative to resolve the issue quickly and learned the importance of proactive problem-solving.

Fluent delivery, confident tone - most untrained evaluators score this high

Candidate B

While reviewing system logs, I noticed that no ticket existed for a critical payment reconciliation failure that was causing intermittent transaction losses. Nobody had asked me to investigate, so I decided to act. I analyzed the logs and identified a race condition in the payment processing module. I designed and implemented a fix that reduced failure rates by 40%, preventing an estimated $8,000 weekly loss and improving customer trust. I also documented the issue and created monitoring alerts to catch similar problems early.

35-55 seconds longer - every extra second is signal-dense content

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Score Comparison

Dimension

Weight

Candidate A

Candidate B

structure star

15%

12

14

ownership signal

30%

1

28

action specificity

25%

7

24

quantified impact

20%

5

19

self awareness

10%

0

13

Total

25 No Hire

98 Strong Hire

AUTO-FAIL: my manager suggested I look into this since I had bandwidth - assigned task. Score 1. No Hire.

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Auto-Fail Markers

Manager-directed task assignment

"Candidate A - my manager suggested I look into this since I had bandwidth"

Ownership requires self-initiation. Manager-assigned = execution. Score 1 on ownership_signal (weight=30) = No Hire always.

Collective language hiding individual contribution

"Candidate A - we found a race condition"

Using 'we' hides individual ownership and impact, reducing clarity on candidate's role. Lowers ownership_signal score.

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Bar Raiser Notes

Ownership weak - manager-directed; collective language; zero quantification; no clear individual initiative; No Hire.

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Fix-It Challenge

Ownership framing

Before"my manager suggested I look into this since I had bandwidth"

→

After"I noticed the issue during a routine review and decided to investigate on my own initiative"

Demonstrates self-initiation and ownership rather than manager assignment

Individual contribution clarity

Before"we found a race condition"

→

After"I identified a race condition after analyzing the logs"

Highlights candidate's direct role and responsibility

Quantified impact inclusion

Before"improved the system's reliability"

→

After"reduced failure rates by 40%, preventing an estimated $8,000 weekly loss"

Adds measurable business impact to strengthen the result

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Coaching Notes

• Ambiguity and Problem Solving at Generic product companies requires clear ownership signals showing self-initiation rather than manager direction.
• Avoid collective language like 'we found' that obscures your individual role; always specify 'I identified' or 'I decided'.
• Quantify impact with metrics and business outcomes to demonstrate the significance of your solution.
• Structure your answer with a clear task involving ambiguity or no ownership, multiple specific actions you took, and a quantified result with second-order effects.
• Self-awareness about what you learned or how you improved the process adds depth and rounds out your story.

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Model Answer Guidance

Strong answers start with noticing a problem that had no ticket or owner, emphasizing self-initiation with phrases like 'I noticed' and 'I decided to act.' The action section should include at least three sentences starting with 'I' to demonstrate specific steps taken independently. The result must quantify impact (e.g., failure rate reduced by 40%, $8,000 weekly loss prevented) and explain business significance (improved customer trust, reduced downtime). Avoid phrases indicating manager direction such as 'my manager suggested I look into this' and collective language like 'we found.' Instead, use first-person singular to highlight ownership. Finally, include a brief reflection or learning point to show self-awareness.