Tell Me About a Time You Proposed an Idea That Was Much Larger Than Expected - Amazon LP Competency

Definition

Think Big means proposing and driving ideas that extend beyond immediate scope and short-term fixes, aiming for significant long-term impact. The core test is whether the candidate identifies opportunities that others miss and scales solutions beyond their own team or project.

Core Signal

Did the candidate identify and pursue a solution that was significantly larger in scope and impact than expected or assigned?

Company Framing

Amazon expects Think Big to manifest as owner-driven initiatives that fix root causes and create scalable, long-term solutions rather than patching symptoms or delivering incremental tweaks.

What It Is NOT

• Completing assigned tasks well - that is execution, not Think Big
• Suggesting small incremental improvements without broader vision
• Waiting for permission or direction before acting
• Focusing only on short-term gains or quick fixes
• Confusing volume of work with scale of impact

Candidate explicitly states they noticed a problem outside their assigned scope and took initiative without being asked.

"I noticed""wasn't on my sprint""nobody had flagged it"

Shows self-initiated ownership and proactive identification of opportunities beyond immediate responsibilities.

Common Miss My manager mentioned it might be worth looking into

Candidate describes proposing a solution that impacts multiple teams or the entire organization.

"I proposed a cross-team solution""scaled this to multiple services""impacted the entire product line"

Demonstrates thinking beyond narrow boundaries and aiming for broad, scalable impact.

Common Miss I fixed a bug only in my team's codebase

Candidate quantifies the impact of their idea in terms of business metrics or customer experience improvements.

"reduced latency by 30%""saved $50K per quarter""improved customer retention by 5%"

Quantification proves the idea was big and meaningful, not just conceptual.

Common Miss It made things better

Candidate explains trade-offs and risks they managed when pushing a big idea forward.

"I pushed back on sprint priorities""managed risk by prototyping first""balanced short-term delays with long-term gains"

Shows mature judgment and ownership of consequences, critical for Think Big at Amazon.

Common Miss I just did it without consulting anyone

Candidate highlights how their idea prevented future problems or created reusable frameworks.

"added monitoring to prevent recurrence""built a reusable component""designed for future scalability"

Indicates long-term thinking and systemic impact rather than one-off fixes.

Common Miss I fixed the immediate issue quickly

Candidate uses first-person singular consistently to describe their role in ideation and execution.

"I proposed""I led""I drove the design"

Confirms individual ownership and contribution, avoiding dilution of credit.

Common Miss We did it together

Depth Tip

Spend about 70% of your answer on the Action section, detailing your specific steps and decisions. Limit Situation and Task combined to 50 seconds max to maximize time for demonstrating ownership and impact.

Manager-Assigned Initiation

"My manager suggested I look into this since I had bandwidth"

Ownership is binary - self-initiated or not. Manager-assigned = execution. No excellent execution recovers an assigned story.

DetectionAsk yourself: Would I have done this if my manager said nothing? If no, find a different story.

FixI noticed X while doing Y. Nobody had filed a ticket. I decided to act because...

Scope-Limited Impact

"This was a bug only in my team's codebase and I fixed it quickly"

Think Big requires impact beyond immediate team or task. Single-team fixes are execution, not Think Big.

DetectionCheck if the story involves cross-team or long-term impact beyond your immediate scope.

FixI proposed a solution that scaled to multiple teams and prevented future issues.

Vague Impact Claims

"It made things better"

Unquantified or vague impact fails to prove the idea was truly big or meaningful.

DetectionLook for specific metrics or business outcomes in the story.

FixI reduced latency by 30%, saving $50K per quarter and improving customer satisfaction.

Group Credit Dilution

"We did it together"

Dilutes individual ownership and contribution, making it impossible to assess candidate's role.

DetectionListen for first-person singular statements describing candidate's actions.

FixI led the design and drove the implementation of the solution.

Short-Term Fix Focus

"I fixed the immediate issue quickly"

Think Big requires long-term, scalable solutions, not just quick patches.

DetectionCheck if candidate mentions preventing future problems or scaling the solution.

FixI designed a reusable framework that prevents this class of issues going forward.

Passive Voice Throughout

"The problem was identified"

Candidate was spectator not actor. Passive strips agency from every action.

FixUse active voice: 'I identified the problem and took action.'

Overuse of 'We' Without Clarification

"We worked on the solution"

Obscures candidate's individual contribution, making ownership unclear.

FixSpecify your role: 'I led the design and coordinated with the team.'

Lack of Quantified Impact

"It helped the team a lot"

Fails to demonstrate the scale or significance of the idea.

FixProvide metrics: 'It reduced errors by 40%, saving 10 hours per week.'

Rambling Without Structure

"So, basically, I did a bunch of things and then it worked out"

Makes it hard to follow candidate's ownership and impact.

FixUse STAR format with clear Situation, Task, Action, Result.

No Mention of Trade-offs or Risks

"I just implemented it immediately"

Suggests lack of mature judgment, which weakens Think Big signal.

FixExplain how you balanced risks and benefits before acting.

Direct Triggers

• Tell me about a time you proposed an idea that was much larger than expected.
• Describe a situation where you thought big and influenced multiple teams.
• Give an example of when you identified a problem no one else saw and solved it at scale.
• Have you ever driven a project that went beyond your immediate responsibilities?

Indirect Triggers

• Describe a time you improved a process that impacted other teams.
• Tell me about a time you took initiative without being asked.
• Give an example of when you balanced short-term needs with long-term goals.
• Have you ever challenged the status quo to create a better solution?

How to Recognize

Keywords: without being asked, beyond your role, proactively, scaled solution, long-term impact, cross-team, prevented future problems.

Do Not Confuse With

OwnershipOwnership is about self-initiating and owning the problem end-to-end; Think Big focuses on the scale and vision of the idea.

Deliver ResultsDeliver Results is hitting a committed goal under pressure; Think Big is about proposing and driving larger-than-expected ideas.

Bias for ActionBias for Action emphasizes speed and decisiveness; Think Big emphasizes scope and long-term impact.

How did you convince others to support your big idea?

Probes: Candidate's influence and leadership skills in scaling the idea.

Weak

I just told my manager and they approved it.

Passing responsibility to manager shows lack of personal influence and ownership.

Strong

I prepared a data-driven proposal highlighting business impact, addressed concerns proactively, and collaborated with key stakeholders to align priorities.

""I brought a data-backed proposal and aligned stakeholders to drive adoption.""

What risks did you consider before pushing your idea forward?

Probes: Candidate's judgment and ability to balance trade-offs.

Weak

I didn't think much about risks; I just wanted to move fast.

Ignoring risks shows immature decision-making, which weakens Think Big signal.

Strong

I identified potential delays to other projects, mitigated by prototyping first, and communicated trade-offs to leadership to get buy-in.

""I balanced risks by prototyping and communicating trade-offs upfront.""

How did you measure the impact of your idea after implementation?

Probes: Candidate's focus on results and data-driven evaluation.

Weak

We got positive feedback from users.

Vague feedback lacks quantification and business translation.

Strong

I tracked key metrics like latency reduction by 30%, cost savings of $50K per quarter, and improved customer retention by 5%.

""I quantified impact with clear business metrics and customer outcomes.""

What would have happened if you hadn’t proposed this big idea?

Probes: Candidate's understanding of the counterfactual impact and urgency.

Weak

Someone else probably would have fixed it eventually.

Downplays candidate's unique contribution and impact.

Strong

Without my fix, the issue would have caused $8K weekly losses and customer complaints for months before being addressed.

""Without my fix, the problem would have cost thousands weekly and hurt customers.""

Amazon

Think Big

Amazon looks for long-term thinking - fix root cause not just symptom. Candidates must articulate scalable solutions and trade-offs explicitly.

Signal: I also proposed adding X to prevent this class of problem in future services.

Example QTell me about a time you proposed an idea that was much larger than expected.

What Elevates

Name the trade-off: I pushed sprint item back 2 days. Cost of inaction ($8K/week) exceeded cost of delay. Amazon credits candidates who articulate the trade-off explicitly and show ownership of long-term impact. This demonstrates mature judgment and aligns with Amazon's leadership principles.

Google

Think Big

Google values moonshot thinking and technical innovation that can impact billions. Emphasize creativity and technical depth in scaling ideas.

Signal: I designed a novel algorithm that improved scalability by 10x across global data centers.

Example QDescribe a time you proposed a solution that scaled to millions of users.

What Elevates

Highlight technical innovation and how you overcame complexity to deliver a scalable solution that aligns with Google's mission. Provide concrete examples of the technical challenges and your creative solutions.

Meta

Move Fast

Meta prioritizes speed and iteration over perfect long-term plans. Think Big is framed as rapid experimentation with scalable impact.

Signal: I launched an MVP quickly to test the idea and iterated based on user feedback.

Example QTell me about a time you moved fast on a big idea that changed product direction.

What Elevates

Explain how you balanced speed with scalability, iterated rapidly, and incorporated feedback to refine the big idea. Emphasize your ability to adapt quickly while maintaining focus on impact.

Flipkart

Customer Obsession

Flipkart expects Think Big ideas to be deeply customer-centric and solve pain points at scale in emerging markets.

Signal: I proposed a solution that improved delivery times by 20% for rural customers.

Example QDescribe a time you thought big to improve customer experience across regions.

What Elevates

Focus on customer impact and how your idea addressed unique market challenges with measurable results. Detail how you understood customer needs and tailored your solution for maximum benefit.

SDE 1

Proposes and executes a solution outside assigned tasks with clear individual contribution and measurable team impact; cross-team scope not required. Demonstrates initiative and ownership at a foundational level.

Anti-pattern Story limited to assigned tasks or lacks measurable impact; no evidence of self-initiation.

SDE 2

Drives solutions that impact multiple teams or services, quantifies business impact, and manages trade-offs with some leadership influence. Shows growing ability to influence beyond own work.

Anti-pattern Story confined to own team without cross-team influence; impact not quantified or trade-offs ignored.

Senior SDE

Leads cross-team initiatives with significant long-term impact, balances complex trade-offs, and influences stakeholders across the organization. Exhibits strategic thinking and leadership.

Anti-pattern Story too tactical or incremental; lacks leadership influence or long-term vision; no cross-organizational impact.

Staff Principal

Defines and drives visionary, organization-wide strategies that create new capabilities or markets, mentors others on Think Big, and manages ambiguity at scale. Acts as a thought leader and change agent.

Anti-pattern Story is execution-focused or lacks strategic scope; no evidence of mentoring or driving organizational change.

Cross-Team Scalable Solution

Demonstrates thinking beyond own team and delivering impact at scale. Shows ability to coordinate and influence multiple stakeholders.

Proposed and implemented a monitoring framework that reduced downtime across three product teams.

Also covers: Ownership · Invent and Simplify · Dive Deep

Proactive Root Cause Fix

Shows deep problem understanding and long-term thinking by fixing root causes rather than symptoms.

Identified silent webhook failures causing payment delays and built alerting and retry mechanisms.

Also covers: Ownership · Bias for Action · Customer Obsession

Innovative Process Improvement

Highlights creativity and impact on operational efficiency or customer experience at scale.

Designed a new deployment pipeline reducing release time by 50% across multiple teams.

Also covers: Invent and Simplify · Deliver Results · Bias for Action

Stories Not Recommended

• Assigned Task Completion - Staying late or working hard on assigned tasks is effort, not Think Big. No self-initiation or scale shown.
• Single-Team Bug Fix - Fixing a bug only in own codebase is execution, not Think Big. Lacks cross-team or long-term impact.

Prep Action

Select stories where you self-initiated a solution with measurable, scalable impact beyond your immediate team. Prepare to quantify impact and explain trade-offs.

Propose and drive scalable, self-initiated solutions beyond scope.

Key Signal

"I noticed" -> "I proposed a cross-team solution" -> "I quantified impact" -> "I managed trade-offs"

Top Disqualifier

"My manager suggested I look into this since I had bandwidth"

Delivery Red Flag

"The problem was identified"

Prep Action

Prepare stories showing self-initiated, scalable impact with quantified results and clear ownership.

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: