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Behavioral & Leadership Interview Questions
Practice 9403 coding, system design and machine learning questions from 546 companies, sorted by role, topic and interview round. Every question has step-by-step hints, a code runner that supports 8 languages and an AI mentor; members also get the full solution walkthrough.
- 9403
- Questions
- 546
- Companies
- 11
- Topics
- 8
- Languages
Showing 211–240 of 529 results
- DoorDashMediumSoftware EngineerInvestigate a Surge of Incorrect-Delivery Complaints at Scale
Triage thousands of delivery complaints using rates, joined operational data, focused sampling, mitigation, and evidence of recovery.
Behavioral & LeadershipOnsite - DoorDashHardSoftware EngineerPresent Your Proudest Project
Tests your ability to articulate a high-impact technical project end-to-end, highlighting architectural ownership, difficult trade-offs, rollout execution, and quantifiable business impact.
Behavioral & LeadershipOnsiteBehavioralLeadershipSystem Design - DoorDashHardData ScientistPrioritize projects and manage tight deadlines
This question evaluates prioritization, scope definition, stakeholder leadership, resource and risk management competencies for a Data Scientist in the Behavioral & Leadership category.
Behavioral & LeadershipOnsite - DoorDashMediumSoftware EngineerProject Deep Dive: Technology Choices, Trade-offs, Hindsight and Working with PMs
A DoorDash project deep dive and hiring manager conversation about a project you are proud of. It probes why you chose your technologies, which alternatives and trade-offs you weighed, the challenges you faced, what you would change, and how you worked with other teams and product managers.
Behavioral & LeadershipOnsite - DoorDashMediumData ScientistResolve Conflicts and Deliver Results Under Pressure
DoorDash data scientist behavioral prompt on cross-functional disagreement, delivering under limited data or resources, receiving critical feedback, STAR-L storytelling, measurable results, and reflection.
Behavioral & LeadershipOnsite - DoorDashMediumSoftware EngineerResolve Disagreement, Use Feedback, and Grow Engineering Judgment
Discuss technical disagreement, constructive feedback, concrete growth practices, and how varied perspectives contribute to accountable team decisions.
Behavioral & LeadershipOnsite - DoorDashHardSoftware EngineerResolve a Workplace Conflict
Tests your ability to navigate high-stakes technical or cross-functional disagreements constructively using data, empathy, and active listening to achieve a durable outcome.
Behavioral & LeadershipOnsiteBehavioralLeadershipConflict Resolution - DropboxMediumSoftware EngineerDescribe Your Most Complex Project
This question evaluates a candidate's communication, leadership, ownership, and problem-solving competencies, specifically probing technical depth in system architecture, trade-offs, collaboration, risk management, and measurable impact.
Behavioral & LeadershipOnsite - DropboxMediumSoftware EngineerDescribe surprising project learnings
This question evaluates reflective project ownership, leadership, decision-making, communication, and the ability to derive actionable lessons from surprising findings in substantial software engineering work.
Behavioral & LeadershipOnsite - ExpediaHardSoftware EngineerHow do you learn new knowledge quickly?
This question evaluates learning agility, self-directed acquisition of new technologies, and reflective leadership through concrete examples of challenging projects, testing behavioral and leadership competencies for a software engineer role.
Behavioral & LeadershipOnsite - FaireMediumSoftware EngineerCollaborating With and Helping an ML Engineer as an ML Infrastructure Engineer
A behavioral cross-functional collaboration question for a software engineer on a machine learning infrastructure team, posed by an ML engineer who uses the platform. It tests how you would discover an internal customer's needs, agree on priorities, communicate through changes and failures, and help them succeed.
Behavioral & LeadershipOnsite - FanaticsMediumSoftware EngineerClarify employment type at Microsoft
This question evaluates a candidate's ability to clearly articulate employment arrangements and the degree of ownership, accountability, performance evaluation, and measurable impact on projects, reflecting leadership, communication, and product-stewardship competencies.
Behavioral & LeadershipOnsite - Fannie MaeMediumData ScientistDesign Test Cases for UI Change: Ensuring Quality and Functionality
Evaluates mission-aware QA collaboration for UI and backend changes in a data-science role. Strong answers compare test layers, define acceptance criteria, cover accessibility and auditability, and design robust test cases.
Behavioral & LeadershipOnsite - FigmaMediumData ScientistHandle Cross-Functional Pushback on an Analysis
This question assesses your ability to navigate professional disagreement, exercise empathy towards cross-functional stakeholders, and leverage data to resolve conflicting viewpoints.
Behavioral & LeadershipOnsiteBehavioralCommunicationConflict Resolution - FigmaMediumData ScientistPresent a Relevant Data Science Project to a Hiring Manager
This question assesses a candidate's ability to communicate technical complexity to a business audience, demonstrate ownership, and articulate the link between statistical results and product outcomes.
Behavioral & LeadershipOnsiteBehavioralProject-WalkthroughCommunication - First AmericanMediumData ScientistClarify Ambiguous Requirements and Resolve Team Conflicts
This interview question evaluates behavioral evidence, ownership, communication, trade-offs, and measurable outcomes in a realistic interview setting. A strong answer for Clarify Ambiguous Requirements and Resolve Team Conflicts states assumptions, handles edge cases, explains trade-offs, and shows how to validate the result clearly.
Behavioral & LeadershipOnsite - FurtheraiMediumMachine Learning EngineerCutting Scope to Ship the Core Customer Problem First: Working Pragmatically With Product
A behavioral question about working pragmatically with a product team: describe a real time you cut scope to ship a minimal first version that solved the customer's core problem, and explain how you and a product manager decide what goes into a first release, what waits, and how disagreements are resolved.
Behavioral & LeadershipOnsite - FurtheraiMediumMachine Learning EngineerMotivation for an Early-Stage AI Startup, Hands-On AI Experience, and Startup Fit
A fit conversation for a staff applied AI engineering role at an early-stage startup: explain your relevant projects and hands-on experience with AI, why you are looking now, why an early-stage company, and what startup experience you bring, as probed by a hiring manager and a CTO.
Behavioral & LeadershipOnsite - FurtheraiMediumMachine Learning EngineerWalk Through an AI Project You Built: Decisions, Alternatives, Trade-offs, Impact
A behavioral deep-dive question asking a senior candidate to walk through a project where AI was central, covering the problem, the technical difficulty, architecture decisions, alternatives considered, trade-offs and lessons, and measured business or customer impact, with close probing of the alternatives and trade-offs.
Behavioral & LeadershipOnsite - GleanMediumSoftware EngineerHow a Tester Prioritizes and Organizes Work Under Project Deadline Pressure
A behavioral question for a QA engineer: how you handle and organize testing work when a project deadline creates pressure. Tests risk-based prioritization, use of automation and collaboration, transparent communication of remaining risk, and a structured STAR answer with measurable results.
Behavioral & LeadershipOnsite - GlovoMediumSoftware EngineerWhy Glovo, Strengths and Weaknesses, People Management and Disagreeing with a Manager
A behavioral question set from a mid-level software engineer loop at Glovo: introduce yourself and your recent work, explain why you want to join, describe your strengths and weaknesses, discuss any experience managing people, and recount a disagreement with your manager. It tests self-awareness, motivation and professional judgment.
Behavioral & LeadershipOnsite - Goldman SachsMediumProduct ManagerBehavioral Decision-Making & Growth
Practice behavioral PM answers for decision-making and growth in regulated, data-heavy domains. The guide covers upskilling plans, learning backlogs, build-versus-buy trade-offs, projects derailed by external events, risk and compliance handling, customer discovery, metrics, and cross-functional leadership.
Behavioral & LeadershipOnsite - Goldman SachsMediumProduct ManagerLeading a Distributed Cross-Divisional Team
Practice leading a distributed cross-divisional team in a regulated industry. The solution covers team charters, RACI/DACI, async communication, time-zone fairness, cultural norms, compliance-by-design, decision logs, trust-building rituals, first-30-day priorities, and team-health metrics.
Behavioral & LeadershipOnsite - Goldman SachsMediumSoftware EngineerSkip-Level Behavioral: Commitment, Working With PMs and EMs, and Following Up on SLAs
A skip-level manager behavioral round that probes a commitment-to-delivery mindset, asks for a walkthrough of a significant past project, and focuses on how the candidate works with product and engineering managers and tracks and follows through on SLAs. It tests ownership, stakeholder management and reliability.
Behavioral & LeadershipOnsite - GoogleMediumSoftware EngineerA Leader or Manager Who Shaped You and How You Applied the Lesson Later
A behavioral interview question asking you to describe a past leader or manager who had a strong positive influence on you and how you later applied what you learned. It tests reflection, the ability to turn an observed behavior into a reusable lesson, and evidence that the lesson changed your own work.
Behavioral & LeadershipOnsite - GoogleMediumSoftware EngineerAnswer Staff-level leadership scenarios using STAR
This question evaluates staff-level leadership competencies including technical decision-making, stakeholder alignment, conflict resolution, incident management, ownership, risk mitigation, and cross-team influence within the behavioral and leadership domain.
Behavioral & LeadershipOnsite - GoogleHardSoftware EngineerAnswer core teamwork and conflict stories
This question evaluates interpersonal competencies such as teamwork, conflict resolution, advocacy, active listening, and the ability to learn from peers and apply that learning in a professional setting.
Behavioral & LeadershipOnsite - GoogleMediumResearch ScientistConnect Your Research Experience to a Team's Work and Goals
This question assesses the candidate's ability to bridge their past academic or research expertise with the practical, scaled objectives of a commercial product team while demonstrating technical humility and goal alignment.
Behavioral & LeadershipOnsiteBehavioralResearch StrategyTechnical Alignment - GoogleMediumData ScientistDemonstrate leadership in data ambiguity
This question evaluates leadership in data ambiguity, assessing competencies in diagnosing underperforming metrics or models, articulating quantified trade-offs, influencing cross-functional stakeholders with data and experiments, and designing operational safeguards and accountability mechanisms.
Behavioral & LeadershipOnsite - GoogleMediumSoftware EngineerDescribe a Failure and the Change It Prompted
This behavioral interview question evaluates a candidate's self-awareness, accountability, and capacity to convert a significant technical or project setback into enduring operational or personal improvements.
Behavioral & LeadershipOnsiteBehavioralLeadershipPost-Mortem
DoorDash
Dropbox
Expedia
Faire
Figma
Glean
Goldman Sachs
Google