Tell Me About a Time You Proposed an Idea That Was Much Larger Than Expected - Bar Raiser Evaluate

Evaluate These Two Answers

"Tell me about a time when you identified a problem outside your immediate team and took initiative to solve it with a big impact."

SDE 2 3 minAmazon Bar Raiser. LP evaluated explicitly. Content scored, not delivery.

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

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 routine sprint, my manager suggested I look into this since I had bandwidth. I discovered that the order processing system was occasionally dropping requests, causing delays. After discussing with the team, we identified a race condition in the queue handling logic and deployed a fix. This fix reduced order delays by 12%, improving customer satisfaction and preventing estimated revenue loss of $30K weekly. The issue was initially outside my team’s scope.

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

Candidate B

I noticed during a cross-team review that the order processing system was dropping requests intermittently, which was impacting customer experience. Nobody had filed a ticket or raised this issue, so I proposed a cross-team solution involving both backend and frontend teams to redesign the queue handling logic. I managed trade-offs between speed and reliability, quantified the impact as a 15% reduction in order delays translating to an estimated $50K weekly revenue retention, and led the deployment of the fix. This initiative was outside my immediate team and required coordination across multiple stakeholders.

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

Score Comparison

Dimension

Weight

Candidate A

Candidate B

structure star

15%

12

14

ownership signal

30%

1

28

action specificity

25%

10

24

quantified impact

20%

2

19

self awareness

10%

0

10

Total

25 No Hire

95 Strong Hire

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 identified a race condition in the queue handling logic"

Using 'we' hides individual ownership and initiative. Score 1 on ownership_signal (weight=30) = No Hire always.

Bar Raiser Notes

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

Fix-It Challenge

ownership phrasing

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

→

After"I noticed the gap during a routine review. No ticket existed. Nobody had filed a bug or asked me to investigate. I decided to act because it impacted customer experience."

Shows self-initiation and ownership rather than manager assignment.

individual contribution clarity

Before"we identified a race condition in the queue handling logic"

→

After"I identified a race condition in the queue handling logic"

Highlights personal ownership and initiative instead of collective vague language.

quantify impact

Before"This fix reduced order delays by 12%, improving customer satisfaction and preventing estimated revenue loss of $30K weekly."

→

After"This fix reduced order delays by 12%, improving customer satisfaction and preventing estimated revenue loss of $30K weekly."

Quantifies impact and ties technical fix to business results.

Coaching Notes

• Amazon’s Think Big requires candidates to demonstrate self-initiated ownership beyond their immediate scope, not manager-assigned tasks.
• Avoid collective pronouns like 'we' that obscure your individual contribution; explicitly state 'I' actions.
• Quantify impact with metrics and business outcomes to show the scale of your thinking and influence.
• Discuss trade-offs you managed to show depth of thinking and leadership.
• Explicitly mention when the problem was outside your team or no one else had addressed it to highlight initiative.

Model Answer Guidance

A strong Think Big answer at Amazon starts with 'I noticed' or 'I discovered' to show self-initiation, followed by 'I proposed a cross-team solution' to demonstrate scope and leadership, then 'I quantified impact' with concrete metrics, and finally 'I managed trade-offs' to show thoughtful decision-making. Avoid phrases like 'my manager suggested' or collective 'we' that dilute ownership. Tie technical fixes to business impact and second-order effects.

Practice

1. You proposed a new product feature that expanded the target market beyond the initial scope, aiming to double the user base within a year. You developed a detailed plan and convinced leadership to invest in this ambitious vision. Which Amazon Leadership Principle does this primarily demonstrate?

easy

A. Think Big

B. Deliver Results

C. Customer Obsession

D. Bias for Action

Solution

1. Step 1: Identify the scope of the initiative -> Think Big
2. Step 2: Recognize the principle that values ambitious, broad thinking -> Think Big.
3. Step 3: Differentiate from similar principles -> Bias for Action focuses on speed, Customer Obsession on customer needs, Deliver Results on execution, but none emphasize scale and vision like Think Big.

Hint: Big vision with broad impact signals Think Big.

Common Mistakes:

2. Candidate answer: "My manager asked me to explore new market opportunities, so I researched and proposed a plan. We then worked as a team to implement it, and the results were positive with increased sales. I learned that collaboration is key." What is the PRIMARY weakness in this answer?

easy

A. Manager-assigned initiation -- no self-starting

B. No quantification of results

C. Weak reflection on learning

D. Complete team credit, no individual contribution

Solution

1. Step 1: Identify who initiated the action -> Manager-assigned initiation -- no self-starting
2. Step 2: Recognize that manager-assigned initiation is a fatal flaw for ownership and Think Big demonstration.
3. Step 3: Differentiate from secondary issues -> no quantification and weak reflection are fixable but not primary.

Hint: "My manager asked" kills ownership and Think Big signals.

Common Mistakes:

3. Which Amazon Leadership Principle does this sentence primarily demonstrate? "I envisioned a solution that could scale to millions of users, far beyond our current customer base."

medium

A. Invent and Simplify

B. Customer Obsession

C. Think Big

D. Deliver Results

Solution

1. Step 1: Identify the key phrase -> Think Big
2. Step 2: Recognize that Think Big is about envisioning ambitious, large-scale impact.
3. Step 3: Differentiate from adjacent LPs -> Customer Obsession focuses on customer needs, Invent and Simplify on innovation, Deliver Results on execution, none emphasize scale like Think Big.

Hint: Scaling vision signals Think Big principle.

Common Mistakes:

4. What does the phrase "My manager asked me to look into expanding our product line" signal to the interviewer?

medium

A. Proactive ownership and initiative

B. Task assignment, ownership signal destroyed

C. Good communication with leadership

D. Strong customer focus

Solution

1. Step 1: Identify who initiated the action -> Task assignment, ownership signal destroyed
2. Step 2: Recognize that this destroys ownership and initiative signals critical for Think Big.
3. Step 3: Differentiate from plausible but incorrect interpretations -> good communication or customer focus are secondary and less critical.

Hint: "My manager asked" kills ownership signal.

Common Mistakes:

5. Candidate answer: "I identified a market gap and proposed a new product line that could triple our revenue in three years. I developed a detailed business case and presented it to leadership. After feedback, I refined the plan and led a pilot project that increased sales by 25% in six months. We collectively decided to scale the product nationally, and I coordinated cross-functional teams to ensure success. This experience taught me the importance of bold vision and collaboration." Which element is the disqualifier?

hard

A. "I identified a market gap and proposed a new product line"

B. "I led a pilot project that increased sales by 25% in six months"

C. "I developed a detailed business case and presented it to leadership"

D. "We collectively decided to scale the product nationally"

Solution

1. Step 1: Identify who initiated the key decisions -> "We collectively decided to scale the product nationally"
2. Step 2: Recognize that this subtle phrasing weakens the Think Big ownership signal despite strong individual contributions elsewhere.
3. Step 3: Differentiate from other strong elements -> individual identification, leadership presentation, and measurable pilot success are positive signals.

Hint: "We collectively decided" dilutes ownership signal.

Common Mistakes: