Bird
Raised Fist0
Amazon Leadership PrinciplesSignal: "I noticed" -> "I proposed" -> "I influenced leadership" -> "Reduced costs by 20%"

Describe a Situation Where You Influenced Strategy at an Organizational Level - Amazon LP Competency

Lead bold, cross-team strategic initiatives with measurable impact.

Choose your preparation mode3 modes available
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Definition

Think Big at Amazon means envisioning and driving solutions that extend beyond your immediate team or project, influencing organizational strategy with bold, long-term impact. The core test is whether the candidate initiated and led a strategic change that scaled across teams or the company.

Core Signal
Did the candidate self-initiate and lead a strategic initiative that influenced multiple teams or the organization?
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Company Framing

Amazon expects leaders to Think Big by identifying root causes and proposing scalable solutions that prevent future issues, not just patch symptoms or optimize locally.

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What It Is NOT
  • Completing assigned tasks well - that is execution, not Think Big
  • Suggesting minor incremental improvements without strategic scope
  • Waiting for management direction before acting on big opportunities
  • Focusing only on short-term fixes rather than long-term solutions
  • Claiming credit for team decisions without individual strategic input
Candidate describes identifying a problem or opportunity beyond their immediate scope without being asked.
"I noticed this was affecting multiple teams""nobody had raised this at the organizational level""wasn't on my sprint or roadmap"

Shows proactive ownership and strategic awareness beyond assigned responsibilities.

Common Miss My manager mentioned it might be worth looking into
Candidate explains how they proposed a new strategy or process that changed how multiple teams operate.
"I proposed a new cross-team standard""I influenced leadership to adopt a new approach""I led discussions across teams to align on the vision"

Demonstrates ability to influence at scale and lead strategic change.

Common Miss I helped implement a change my manager designed
Candidate quantifies the impact of their strategic initiative with metrics and business outcomes.
"This reduced costs by 15% company-wide""We improved customer experience scores by 10 points""This prevented $500K in potential losses annually"

Amazon values measurable impact; vague claims do not convince.

Common Miss It made things better for the company
Candidate describes overcoming ambiguity and risk to push a bold idea forward.
"I had only 70% of the data but decided to act""I managed stakeholder concerns by presenting trade-offs""I balanced short-term disruption with long-term gain"

Shows bias for action combined with strategic thinking, critical for Think Big.

Common Miss I waited until I had full approval before proceeding
Candidate clearly states their individual contribution distinct from the team.
"I led the initiative""I designed the solution""I convinced leadership to change direction"

Amazon requires clear ownership; vague 'we did it' hides individual impact.

Common Miss We worked together on this
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Depth Tip

Spend about 50 seconds on Situation and Task combined, then devote 70% of your answer time to detailed Actions showing your individual strategic leadership and measurable Results.

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.
Fix"I noticed X while doing Y. Nobody had filed a ticket. I decided to act because..."
Local Optimization Only
"This was a bug only in my team's codebase and I fixed it quickly"
Think Big requires cross-team or organizational impact, not just local fixes.
DetectionCheck if the story involves multiple teams or strategic scale.
Fix"I identified a pattern affecting multiple teams and proposed a scalable solution..."
Vague Impact Claims
"It made things better for the company"
Without quantifiable impact, the story lacks evidence of strategic value.
DetectionLook for specific metrics or business outcomes.
Fix"This initiative reduced costs by 20% and improved customer retention by 5%."
Team Credit Without Individual Role
"We did it together"
Amazon requires clear individual ownership; 'we' hides your contribution.
DetectionListen for 'I' statements describing personal actions.
Fix"I led the design and convinced leadership to adopt the new strategy."
Short-Term Fix Framed as Strategic
"I fixed the immediate bug to unblock the team"
Think Big demands long-term, scalable solutions, not quick patches.
DetectionCheck if the candidate discusses root cause and prevention.
Fix"I proposed a system redesign to prevent this class of bugs going forward."
🚩 Passive Voice Throughout
"The problem was identified and a solution was implemented"
Candidate was spectator not actor. Passive strips agency from every action.
FixUse active voice with 'I' statements: 'I identified the problem and implemented the solution.'
🚩 Overuse of 'We' Without Clarification
"We worked on improving the process"
Obscures individual contribution, reducing perceived ownership.
FixSpecify your role: 'I led the effort to improve the process.'
🚩 Hesitant Language
"I think I might have influenced the strategy"
Shows lack of confidence and weak ownership signal.
FixState confidently: 'I influenced the strategy by...'
🚩 Overly Technical Jargon Without Business Context
"I refactored the monolith to microservices"
Fails to connect technical action to strategic business impact.
FixAdd business impact: 'I refactored the monolith, reducing deployment time by 50%, enabling faster feature delivery.'
🚩 Rushing Through Action
"Then I did some meetings and we fixed it"
Lacks detail on candidate’s specific actions and leadership.
FixDescribe concrete steps you took: 'I organized cross-team meetings, aligned stakeholders, and drove consensus on the new approach.'
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Direct Triggers
  • Tell me about a time you influenced strategy at an organizational level.
  • Describe a situation where you thought big and changed how multiple teams operate.
  • Give an example of when you proposed a bold idea that impacted the company.
  • How have you driven a strategic initiative beyond your immediate team?
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Indirect Triggers
  • Describe a time you identified a problem no one else was addressing.
  • Tell me about a project where you had to act without full information.
  • Explain how you handled a situation that required cross-team collaboration.
  • Give an example of when you challenged the status quo.
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How to Recognize

Keywords: beyond my role, nobody asked, cross-team impact, strategic initiative, long-term solution, influenced leadership, scalable solution, proactive identification.

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Do Not Confuse With
OwnershipOwnership is about taking responsibility and fixing root causes; Think Big requires scaling that ownership to influence strategy beyond your team.
Bias for ActionBias for Action focuses on speed and decisiveness; Think Big emphasizes bold, long-term strategic impact.
Deliver ResultsDeliver Results is about meeting committed goals under pressure; Think Big is about initiating and influencing new strategic directions.
How did you convince leadership to adopt your proposed strategy?
Probes: Candidate’s influencing skills and ability to navigate organizational dynamics.
❌ Weak

I just told them it was a good idea and they agreed.

Vague and passive; lacks evidence of persuasion or stakeholder management.

✅ Strong

I presented data showing the cost of inaction, addressed concerns by proposing phased rollout, and aligned key stakeholders through one-on-one discussions.

""I brought data and a clear plan that addressed leadership concerns, not just an idea.""
What risks did you consider before pushing this big change?
Probes: Candidate’s strategic thinking and risk management.
❌ Weak

I didn’t really think about risks; I just wanted to move fast.

Shows lack of awareness; Amazon values calculated risk-taking.

✅ Strong

I identified potential service disruptions and mitigated them by scheduling incremental rollouts and building fallback mechanisms.

""I balanced speed with risk by planning incremental rollouts and safeguards.""
How did you measure the success of your initiative?
Probes: Candidate’s ability to quantify impact and connect to business outcomes.
❌ Weak

We got positive feedback from some teams.

Subjective and unquantified; fails to demonstrate measurable impact.

✅ Strong

We tracked a 20% reduction in customer complaints and a 15% improvement in system uptime within three months.

""I tied success metrics directly to customer experience and system reliability.""
What would you do differently if you had to do this again?
Probes: Candidate’s self-awareness and continuous improvement mindset.
❌ Weak

Nothing, it went perfectly.

Lacks humility and reflection; Amazon values learning from experience.

✅ Strong

I would engage stakeholders earlier to reduce initial resistance and allocate more time for cross-team testing.

""I learned the value of early stakeholder engagement and thorough testing.""
AM
Amazon
Think Big

Amazon looks for long-term thinking - fix root cause not just symptom. Say: I also proposed adding X to prevent this class of problem in future services.

Signal: Candidate explicitly discusses scalable solutions and long-term impact with quantified business metrics.
Example QDescribe a time you influenced strategy at an organizational level.
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 both technical and business outcomes.

GO
Google
Think Big

Google values moonshot thinking and innovation that can create new markets or drastically improve user experience.

Signal: Candidate describes bold, innovative ideas with potential for massive scale and user impact.
Example QTell me about a time you proposed a bold idea that changed how your company approaches a problem.
What Elevates

Highlight how your idea challenged existing paradigms and the technical creativity involved, along with user-centric metrics that demonstrate potential for large-scale impact.

ME
Meta
Move Fast

Meta emphasizes speed and iteration; Think Big is framed as moving fast to test big ideas and learn quickly.

Signal: Candidate shows bias for action combined with strategic vision, emphasizing rapid prototyping and learning.
Example QGive an example of when you moved fast to test a big idea.
What Elevates

Explain how you balanced speed with strategic impact, iterated based on data, and influenced cross-team alignment to accelerate learning and adoption.

FL
Flipkart
Customer Obsession

Flipkart’s Think Big is tightly linked to customer impact and market leadership in India’s e-commerce context.

Signal: Candidate connects strategic initiatives directly to improving customer experience and market share.
Example QDescribe a time you thought big to improve customer experience at scale.
What Elevates

Focus on how your initiative addressed unique customer pain points and delivered measurable improvements in engagement or revenue, demonstrating deep customer obsession.

SDE 1

At this level, candidates handle tasks or bugs outside their assigned scope with clear individual contributions that have measurable impact on their immediate team. Cross-team influence is not expected yet, but ownership beyond assigned work is important.

Anti-pattern Story limited to own assigned tasks or team; no evidence of initiative beyond scope.
SDE 2

Candidates lead initiatives that influence multiple teams, clearly articulate their individual role, and quantify impact. They begin to influence strategy beyond their immediate team and demonstrate growing leadership skills.

Anti-pattern Story lacks cross-team influence or measurable impact; candidate unclear on individual contribution.
Senior SDE

Candidates drive strategic changes at the organizational level, influence leadership decisions, balance risks and trade-offs, and deliver scalable, long-term solutions with measurable business outcomes that affect multiple teams or the company.

Anti-pattern Story confined to single team codebase; lacks strategic scope or leadership influence; no measurable long-term impact.
Staff Principal

Candidates lead company-wide strategic initiatives, shape multi-year vision, align diverse stakeholders across the organization, drive innovation with significant business and customer impact, and mentor others on the Think Big competency.

Anti-pattern Story is tactical or incremental; no evidence of shaping organizational strategy or mentoring others.
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Cross-Team Process Improvement

Demonstrates identifying inefficiencies affecting multiple teams and leading a scalable solution, showing strategic scope and ownership.

Proposed and led adoption of a new deployment pipeline reducing failures across three engineering teams.
Also covers: Ownership · Dive Deep · Deliver Results
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Strategic Product Vision Influence

Shows influencing leadership and product direction with data-driven insights and long-term thinking.

Identified emerging customer needs and convinced leadership to pivot product roadmap, resulting in 25% revenue growth.
Also covers: Customer Obsession · Invent and Simplify · Bias for Action
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Root Cause Analysis Leading to Scalable Fix

Highlights deep technical understanding and Think Big by preventing future issues at scale.

Discovered systemic cause of frequent outages and designed a platform-wide fix adopted company-wide.
Also covers: Dive Deep · Ownership · Insist on the Highest Standards
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Stories Not Recommended
  • Local Bug Fix - Fixing a bug only in your own codebase is execution, not Think Big; lacks strategic or cross-team impact.
  • Effort Without Initiative - Staying late or working hard on assigned tasks shows effort but not proactive strategic thinking or ownership.
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Prep Action
Identify stories where you self-initiated strategic change impacting multiple teams or the organization; quantify impact and clarify your individual role.
Lead bold, cross-team strategic initiatives with measurable impact.
Key Signal
"I noticed" -> "I proposed" -> "I influenced leadership" -> "Reduced costs by 20%"
Top Disqualifier
"My manager suggested I look into this since I had bandwidth"
Delivery Red Flag
"We did it together"
Prep Action
Prepare stories showing self-initiated, cross-team strategic impact with clear individual ownership and quantified results.