Describe a Situation Where You Influenced Strategy at an Organizational Level - Bar Raiser Evaluate

Evaluate These Two Answers

"Tell me about a time you identified a big opportunity that was outside your team’s scope and took initiative to drive it forward."

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 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. We found that the existing data pipeline was causing delays in reporting, which impacted downstream teams. After discussing with my team, we identified some bottlenecks and implemented fixes to improve throughput. This helped reduce latency somewhat, but the opportunity for a larger redesign was not pursued as it was outside our immediate scope.

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

Candidate B

I noticed during a cross-team review that the data pipeline was causing significant delays in reporting, which no one had formally addressed. Nobody had filed a ticket or asked me to investigate, so I proposed a comprehensive redesign to leadership, highlighting how this could reduce latency by 40% and improve decision-making speed across multiple teams. I influenced leadership to allocate resources, led the design and implementation, and tracked a 25% increase in throughput post-launch, which saved approximately $50K monthly in operational costs and enabled faster product iterations.

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%

8

24

quantified impact

20%

4

19

self awareness

10%

0

10

Total

25 No Hire

95 Strong Hire

Auto-Fail Markers

Candidate A implies manager direction

"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.

Candidate A uses collective language hiding individual contribution

"Candidate A - we found that the existing data pipeline was causing delays"

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

Bar Raiser Notes

Ownership weak - manager-directed; collective language hides individual contribution; zero quantification; no clear second-order impact; No Hire.

Fix-It Challenge

Ownership initiation

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 asked me to investigate. I decided to act because the delays impacted multiple teams."

Shows self-initiation and ownership rather than manager assignment.

Individual contribution clarity

Before"we found that the existing data pipeline was causing delays"

→

After"I discovered that the existing data pipeline was causing delays"

Highlights personal ownership and responsibility.

Quantify impact

Before"implemented fixes to improve throughput"

→

After"implemented fixes that reduced latency by 20%, improving reporting speed and enabling faster decision-making"

Adds measurable impact and business relevance.

Coaching Notes

• At Amazon, Think Big means proactively identifying opportunities beyond your immediate scope without waiting for direction; phrases like 'my manager suggested' signal lack of ownership and are disqualifying.
• Use first-person singular ownership language ('I noticed', 'I proposed') to clearly demonstrate initiative and influence.
• Quantify impact with metrics and business outcomes to show the scale of your thinking and results.
• Demonstrate influencing leadership and cross-team collaboration to reflect Amazon’s bias for action and ownership.
• Avoid collective 'we' language that obscures your individual contribution; Bar Raisers look for clear personal ownership.

Model Answer Guidance

A strong Think Big answer at Amazon starts with you noticing a problem or opportunity without being asked, proposing a bold solution, influencing leadership to act, and delivering measurable impact that benefits multiple teams or the business broadly. Use precise ownership language and quantify results to distinguish yourself.

Practice

1. You proposed a new company-wide initiative that expanded the product line into an untapped market segment, significantly increasing potential customer reach. Your idea required coordination across multiple departments and challenged existing assumptions about market priorities. Which Amazon Leadership Principle does this primarily demonstrate?

easy

A. Deliver Results

B. Bias for Action

C. Customer Obsession

D. Think Big

Solution

1. Step 1: Identify the scope -- initiative impacts multiple departments and market segments -> Think Big
2. Step 2: Check if it involves rapid execution -> No, so not Bias for Action.
3. Step 3: Confirm if focus is on customer obsession -> While important, the scenario emphasizes scale and vision.
4. Step 4: Deliver Results focuses on execution, not vision expansion.

Hint: Big vision + cross-team impact = Think Big

Common Mistakes:

2. Candidate answer: "My manager asked me to analyze our product strategy for new markets. I worked with the team, and we identified some opportunities. We then implemented changes, and the team was happy with the results." What is the PRIMARY weakness in this answer?

easy

A. Vague description of actions taken

B. Manager-assigned initiation, no self-start

C. No second-order impact described

D. Weak reflection on lessons learned

Solution

1. Step 1: Identify who initiated the work -> Manager-assigned initiation, no self-start
2. Step 2: Check for team vs individual credit -> 'we' used, but primary fatal is initiation.
3. Step 3: Reflection and second-order effects are secondary weaknesses, not primary.

Hint: Manager assigns = ownership lost

Common Mistakes:

3. Which Amazon Leadership Principle does this sentence primarily demonstrate? "I proposed a bold new strategy that expanded our market reach by 30% within a year, despite initial skepticism."

medium

A. Bias for Action

B. Customer Obsession

C. Think Big

D. Invent and Simplify

Solution

1. Step 1: Identify the focus -- proposing bold strategy and expanding market reach -> Think Big
2. Step 2: Bias for Action focuses on speed, not scale or vision.
3. Step 3: Customer Obsession focuses on customer needs, not market expansion per se.
4. Step 4: Invent and Simplify relates to innovation, but the emphasis here is on scale and vision.

Hint: Bold strategy + big impact = Think Big

Common Mistakes:

4. What does the phrase "My manager asked me to develop a new market strategy" signal to the interviewer?

medium

A. Task assignment, ownership signal destroyed

B. Proactive leadership and vision

C. Strong ownership and initiative

D. Effective delegation and teamwork

Solution

1. Step 1: Identify who initiated the task -> Task assignment, ownership signal destroyed
2. Step 2: This destroys ownership signal, indicating candidate did not self-start.
3. Step 3: It is not strong ownership or proactive leadership.
4. Step 4: Delegation is unrelated here; candidate is the executor, not delegator.

Hint: "Manager asked" = ownership lost

Common Mistakes:

5. Candidate answer: "I identified a gap in our market strategy and proposed a new approach that increased our potential customer base by 25%. I led cross-functional teams to implement this strategy, overcoming initial resistance. We collectively decided to prioritize this initiative, which resulted in a 15% revenue growth within the first year. I also ensured continuous monitoring and iterated based on feedback. This experience taught me the importance of bold vision and collaboration." Which element is the disqualifier?

hard

A. "We collectively decided to prioritize this initiative"

B. "I identified a gap in our market strategy"

C. "I led cross-functional teams to implement this strategy"

D. "This resulted in a 15% revenue growth within the first year"

Solution

1. Step 1: Identify who initiated the decision -> "We collectively decided to prioritize this initiative"
2. Step 2: Candidate clearly self-initiated and led the effort elsewhere.
3. Step 3: Metrics and leadership statements are strong signals.
4. Step 4: The subtle disqualifier is the shared decision phrase, which weakens ownership signal.

Hint: "We collectively decided" = ownership diluted

Common Mistakes: