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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.
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Showing 661–690 of 1174 results
- IBMMediumSoftware EngineerDescribe open-source contribution experience
This IBM software-engineer take-home behavioral question evaluates your open-source contribution experience end to end: the projects and repositories you worked on, your specific roles and most impactful contributions, how you collaborated with maintainers through issues, code reviews, and RFCs, and the lessons you took from code reviews and issue triage. A strong answer goes deep on one or two repositories with quantified, evidence-backed impact.
Behavioral & LeadershipOnline Assessment - IBMEasySoftware EngineerHow would you use generative AI at work?
This question evaluates a candidate's judgment and leadership in applying generative AI tools, testing competencies in risk assessment, data confidentiality, security awareness, correctness verification, and team change management for a software engineer role.
Behavioral & LeadershipOnsite - IBMMediumSoftware EngineerSix Timed Behavioral Prompts: AI Tools, Debugging, Teamwork, Explaining, Goals, Quality
Six prompts from a recorded behavioral interview, each with one minute to prepare and three minutes to answer: vetting an AI tool's output, diagnosing a failure, teamwork, explaining your work, reaching a goal, and verifying that something you built works. Tests structured, specific storytelling under strict time limits.
Behavioral & LeadershipOnline Assessment - ImcMediumData ScientistAdapting a Research Approach Midstream
This question assesses the candidate's ability to balance technical rigor with business agility, specifically focusing on communication skills, professional resilience, and stakeholder management under pressure.
Behavioral & LeadershipHR ScreenCommunicationStakeholder ManagementAdaptability - ImcMediumData ScientistManaging a Research Project End to End
This question assesses a candidate's ability to structure open-ended research, manage stakeholder expectations, and maintain scientific rigor while ensuring the final output is actionable for a business audience.
Behavioral & LeadershipHR ScreenProject ManagementCommunicationAmbiguity - ImcMediumData ScientistMotivation for Quantitative Research
This question assesses the candidate's ability to articulate their intellectual passion for quantitative research by connecting personal motivations to the practical realities of high-frequency trading or data-driven decision-making.
Behavioral & LeadershipHR ScreenBehavioralQuantitativeResearch - InstacartMediumSoftware EngineerAnswer standard behavioral questions
How to answer the standard behavioral and leadership questions in an Instacart Software Engineer onsite using the STAR framework. Covers tell-me-about-yourself, end-to-end ownership, high-severity incidents, conflict and disagreement, failure and learning, tight deadlines with ambiguous requirements, prioritization, influencing without authority, process improvement, and your most impactful accomplishment — each with a quantified model answer.
Behavioral & LeadershipOnsite - InstacartMediumSoftware EngineerDescribe your most complex end-to-end project
Describe your most complex end-to-end project evaluates behavioral evidence, ownership, communication, trade-offs, and measurable outcomes in a realistic interview setting. A strong answer states assumptions, handles edge cases, explains trade-offs, and shows how to validate the result clearly.
Behavioral & LeadershipHR Screen - InstacartMediumSoftware EngineerDiscuss an Interesting Project and a Deployment Mistake
Tests an engineer's ability to articulate complex technical architecture, evaluate architectural tradeoffs, take ownership of production failures, and demonstrate long-term operational growth.
Behavioral & LeadershipOnsitebehavioralsystem-reliabilityproduction-incidents - InstacartMediumSoftware EngineerExplain Technical Tradeoffs in a Project You Led
Discuss a led project through concrete technical alternatives, implementation details, personal ownership, coordination, and supported outcomes.
Behavioral & LeadershipOnsite - InstacartMediumAI Analytics Lead IIExplain a High-Impact Analytics Project Enabled by AI
Tests your ability to present an end-to-end, AI-driven analytics project with a focus on problem framing, baseline benchmarks, guardrails, cross-functional adoption, and quantifiable business value.
Behavioral & LeadershipTechnical ScreenBehavioralAnalytics LeadershipMachine Learning - InstacartMediumSoftware EngineerExplain your biggest project with trade-offs
This question evaluates technical leadership, system-design trade-off analysis, communication, and conflict-resolution competencies by probing a candidate's most impactful project, role, technical design choices, and a real teammate disagreement.
Behavioral & LeadershipOnsite - InstacartMediumData ScientistJustify Instacart fit and leaving your role
This question evaluates a data scientist's ability to articulate company and product-market fit, quantify near-term impact, communicate transition logistics, and demonstrate self-awareness through managerial feedback and constraints.
Behavioral & LeadershipHR Screen - InstacartHardData ScientistLead a zero-to-one initiative effectively
This question evaluates a data-oriented leader's ability to translate an ambiguous mandate into a measurable initiative by testing skills in problem definition, metric design, discovery and experimentation planning, stakeholder alignment, prioritization, and trade-off reasoning within a two-sided marketplace context.
Behavioral & LeadershipHR Screen - InstacartMediumSoftware EngineerPast Project Deep Dive: Technical Trade-offs and Handling a Technical Disagreement
A behavioral round built around a past project: walk through it, explain a significant technical trade-off and why you chose it, and describe how you handled a disagreement over a technical decision. It tests ownership, decision-making with evidence and collaboration, rewarding specific detail over general statements.
Behavioral & LeadershipTechnical Screen - InstacartMediumSoftware EngineerSenior Behavioral Round: Project Deep Dive, Mentoring, Trade-offs and Disagreement
A senior-level behavioral round covering four themes: a project deep dive, mentoring another engineer, a significant technical trade-off, and a disagreement with a colleague or manager. It tests ownership, depth on decisions, influence without authority and honest reflection on outcomes.
Behavioral & LeadershipOnsite - IntersystemsEasySoftware EngineerTeach a networking concept to a beginner
This question evaluates a candidate's ability to teach and explain a networking concept, combining networking subject-matter knowledge with communication, mentorship, and leadership competencies.
Behavioral & LeadershipTechnical Screen - IntuitMediumSoftware EngineerStaff engineer self-presentation, what excites you at work, and your superpowers
Behavioral prompts from a staff software engineer loop: give a short slide presentation on your background, interests, and proudest project, then answer what excites you at work and what your superpowers are. It tests storytelling, ownership, staff-level scope, and self-awareness.
Behavioral & LeadershipOnsite - IntuitMediumSoftware EngineerWalk through resume and share behavioral examples
This question evaluates a software engineer's communication, leadership, ownership, teamwork, and ambiguity-handling skills by requiring a concise resume walkthrough, a project impact description with decisions and metrics, and specific behavioral examples.
Behavioral & LeadershipTechnical Screen - J.P. MorganMediumSoftware EngineerAnswer common behavioral prompts
Answer common behavioral prompts evaluates behavioral evidence, ownership, communication, trade-offs, and measurable outcomes in a realistic interview setting. A strong answer states assumptions, handles edge cases, explains trade-offs, and shows how to validate the result clearly.
Behavioral & LeadershipOnsite - J.P. MorganMediumSoftware EngineerBehavioral: Making Progress When Requirements Are Vague
A behavioral question about how you move forward when requirements are vague or incomplete. It tests how a software engineer clarifies goals with stakeholders, separates assumptions from facts, delivers in small verifiable steps, and handles changes in direction along the way.
Behavioral & LeadershipOnsite - J.P. MorganMediumSoftware EngineerBehavioral: Resolving a Team Conflict and Working Through a Constraint
Two common behavioral questions from a software engineering interview: describe a conflict with someone you worked with and how you resolved it, and a time you faced a constraint such as limited time or resources and worked around it. It tests ownership, communication and structured storytelling.
Behavioral & LeadershipTechnical Screen - J.P. MorganEasySoftware EngineerDescribe a proud project and conflict
This question evaluates interpersonal and leadership competencies—including communication, teamwork, conflict resolution, accountability, and reflective learning—by probing a candidate's description of a proud project and a conflict with a colleague.
Behavioral & LeadershipOnsite - J.P. MorganMediumSoftware Engineer IIExplain Why You Are Changing Jobs and How You Communicated the Decision
This question assesses the candidate's ability to articulate professional motivations for moving roles while maintaining a positive narrative about their current employer and handling transitions with professional integrity.
Behavioral & LeadershipOnsiteCommunicationCareer GrowthProfessionalism - LabelboxMediumData ScientistExplain Google ADK and Compare with LangChain, AWS Bedrock
This interview question evaluates behavioral evidence, ownership, communication, trade-offs, and measurable outcomes in a realistic interview setting. A strong answer for Explain Google ADK and Compare with LangChain, AWS Bedrock states assumptions, handles edge cases, explains trade-offs, and shows how to validate the result clearly.
Behavioral & LeadershipTechnical Screen - Lead BankMediumSoftware EngineerExplain PM collaboration and AI code quality
This question assesses the candidate's ability to balance rapid product delivery with long-term code maintainability, specifically when integrating AI-generated code or working under aggressive PM timelines.
Behavioral & LeadershipOnsiteBehavioralLeadershipAI-Assisted Development - LegoraMediumSoftware EngineerDeep-Dive into a Technical Project
Tests an engineer's ability to articulate, defend, and reflect on a complex technical project, demonstrating clear ownership, architectural decision-making, and self-awareness about trade-offs and failures.
Behavioral & LeadershipOnsiteSystem ArchitectureTechnical LeadershipTrade-offs - LegoraMediumSoftware EngineerPresent a Technically Challenging Project
Tests a candidate's ability to communicate complex technical work, defend architectural decisions under scrutiny, and demonstrate end-to-end ownership from problem formulation to production operations.
Behavioral & LeadershipOnsiteBehavioralSystem DesignTechnical Communication - LegoraMediumSoftware EngineerSenior engineer project deep dive: trade-offs, scale, challenges, hardest part
Behavioral question for senior software engineers: lead a 20-minute deep dive into a past project and answer probing questions about trade-offs, operating scale, challenges and the hardest part. It assesses ownership, engineering judgment, use of concrete numbers, and clear technical communication under time pressure.
Behavioral & LeadershipTechnical Screen - LinkedInMediumSoftware EngineerDescribe challenging teamwork and feedback handling
Describe challenging teamwork and feedback handling evaluates behavioral evidence, ownership, communication, trade-offs, and measurable outcomes in a realistic interview setting. A strong answer states assumptions, handles edge cases, explains trade-offs, and shows how to validate the result clearly.
Behavioral & LeadershipOnsite
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