J.P. Morgan interview questions

Showing 1–30 of 53 results

• Answer common behavioral promptsMedium

  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.

  J.P. MorganSoftware EngineerBehavioral & LeadershipOnsite
• Architecture and Data-Scaling Trade-offsMedium

  This question assesses the ability to articulate trade-offs between architectural styles (monolith vs. microservices) and data storage strategies (sharding vs. replication) in the context of a high-throughput financial system.

  J.P. MorganSoftware EngineerSoftware Engineering FundamentalsOnsite
• Behavioral: Making Progress When Requirements Are VagueMedium

  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.

  J.P. MorganSoftware EngineerBehavioral & LeadershipOnsite
• Behavioral: Resolving a Team Conflict and Working Through a ConstraintMedium

  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.

  J.P. MorganSoftware EngineerBehavioral & LeadershipTechnical Screen
• Can All Courses Be Completed?Medium

  This problem tests your ability to detect cycles in a directed graph to determine if a set of dependent tasks can be successfully completed.

  J.P. MorganSoftware EngineerCoding & AlgorithmsTechnical Screen
• Compute expected value of simple gambling gamesEasy

  This problem tests your understanding of expected value, probability distributions, and the mechanics of independent trials in simple gambling games.

  J.P. MorganData ScientistSoftware Engineering FundamentalsTechnical Screen
• Compute longest palindromic subsequenceMedium

  This question evaluates understanding of dynamic programming for strings, specifically longest palindromic subsequence concepts such as memoization, bottom-up DP, space optimization and subsequence reconstruction.

  J.P. MorganSoftware EngineerCoding & AlgorithmsOnsite
• Compute ring window max and deletion indicesMedium

  This question evaluates algorithmic problem-solving across arrays and strings, covering concepts such as sliding-window techniques on circular arrays, wraparound handling, index recovery after single-character deletion, duplicate-character considerations, and time/space complexity analysis within the Coding & Algorithms domain.

  J.P. MorganSoftware EngineerCoding & AlgorithmsTechnical Screen
• Count requests dropped when incoming requests exceed available server threadsMedium

  Simulate a server that receives thread additions and incoming requests as an integer array, where each request permanently consumes one available thread or is dropped, and return how many requests are dropped. It tests careful single-pass array simulation, event ordering, and awareness of integer overflow.

  J.P. MorganSoftware EngineerCoding & AlgorithmsTechnical Screen
• Count substrings and generate TOCEasy

  This question evaluates string processing, pattern recognition, and parsing competencies—covering counting and grouping in binary substrings and structured line parsing and numbering for a table of contents—within the Coding & Algorithms domain.

  J.P. MorganSoftware EngineerCoding & AlgorithmsTechnical Screen
• Describe a proud project and conflictEasy

  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.

  J.P. MorganSoftware EngineerBehavioral & LeadershipOnsite
• Design Secure Token Authorization and Large-File TransferMedium

  Design a secure, enterprise-grade file transfer service that supports resumable multi-gigabyte uploads/downloads alongside fine-grained, token-based authorization and key management.

  J.P. MorganSoftware Engineer IISystem DesignOnsite
• Design a Multimodal Retrieval-Augmented Generation SystemMedium

  This problem tests the ability to design an end-to-end RAG system capable of processing both text and image inputs while ensuring high retrieval precision, security, and traceability.

  J.P. MorganSoftware Engineer IIML System DesignOnsite
• Design a Rate Limiter: Algorithm Trade-offs, Scalability and AvailabilityMedium

  A high-level design question on a rate limiter that compares common limiting algorithms and then scales the chosen one across many servers while staying available. It tests trade-off reasoning about accuracy, memory, burst handling, shared state, and what happens when the limiter's own dependencies fail.

  J.P. MorganSoftware EngineerSystem DesignOnsite
• Design a Reliable Bank Payment SystemMedium

  Design a reliable bank payment system that remains correct across retries, crashes, duplicate requests, and ambiguous external-rail timeouts. Define idempotent APIs, a durable state machine and ledger, transactional handoff, safe reconciliation, invariant monitoring, auditability, and operator remediation.

  J.P. MorganSoftware EngineerSystem DesignOnsite
• Design a Scalable Notification SystemMedium

  This question assesses the ability to design a distributed, asynchronous notification system capable of handling high-throughput multi-channel messaging while maintaining strict delivery guarantees and rate-limiting policies.

  J.P. MorganSoftware EngineerSystem DesignOnsite
• Design a URL shortenerMedium

  This question assesses the ability to design a distributed URL shortening service, focusing on database schema design, collision resolution, and caching strategies for high-read throughput.

  J.P. MorganSoftware EngineerSystem DesignTechnical Screen
• Design an Auditable Internal AI ChatbotEasy

  Design an enterprise RAG-based AI assistant that enforces role-based document access control, bounds conversation history, mitigates prompt injection, and maintains an immutable, compliance-grade audit trail.

  J.P. MorganSoftware EngineerSystem DesignTechnical Screen
• Design an E-Commerce Shopping WebsiteMedium

  This problem tests your ability to design a scalable, consistent backend architecture for an e-commerce platform, focusing on inventory management, order processing, and high-read traffic handling.

  J.P. MorganSoftware EngineerSystem DesignTechnical Screen
• Design an Entitlement-Aware Agentic Portfolio WorkflowMedium

  This problem tests the ability to architect an LLM-based agentic system that balances autonomous task execution with strict role-based access control (RBAC) and auditability.

  J.P. MorganMachine Learning EngineerSystem DesignTechnical Screen
• Distinguish AI Skills, Agents, LangChain, and LangGraphMedium

  This question tests the architectural understanding of modern LLM-based application frameworks and the distinctions between modular AI components, task-oriented agents, and multi-agent coordination systems.

  J.P. MorganSoftware Engineer IIML System DesignOnsite
• Exception Handling in a RESTful Service with @ControllerAdviceMedium

  This problem tests your ability to design a centralized exception handling mechanism in a Java Spring environment, ensuring consistent API error responses and proper abstraction of internal implementation details.

  J.P. MorganSoftware EngineerSoftware Engineering FundamentalsOnsite
• Explain C++ virtual dispatch and object lifetimeMedium

  This question tests the candidate's understanding of C++ memory management, the mechanics of the virtual method table (vtable), and the importance of virtual destructors in polymorphic inheritance.

  J.P. MorganData ScientistSoftware Engineering FundamentalsOnsite
• Explain Daily Signal Construction and a Prediction WorkflowMedium

  Explain daily quantitative signal construction and prediction at an appropriate level of disclosure, with point-in-time inputs, workflow validation, ownership, and confidentiality boundaries.

  J.P. MorganQuantitative ResearcherMachine LearningTechnical Screen
• Explain Overfitting and Transformer BasicsMedium

  This question tests your conceptual understanding of model generalization, the mechanics of the Transformer architecture, and the trade-offs involved in sequence modeling.

  J.P. MorganData ScientistMachine LearningTechnical Screen
• Explain Polymorphism and Binary Trees, and How You Use AI Tools as an EngineerMedium

  A software engineering fundamentals discussion with no coding problem: explain polymorphism with examples, describe binary trees and binary search trees with their traversals and costs, and explain how you use AI tools responsibly. It tests precise definitions, complexity reasoning and engineering judgment.

  J.P. MorganSoftware EngineerSoftware Engineering FundamentalsTechnical Screen
• Explain Python Concurrency, HTTP Update Semantics, Garbage Collection, and DeadlocksMedium

  Assess core backend engineering fundamentals including Python concurrency tradeoffs, RESTful update semantics, runtime garbage collection mechanisms, and deadlock prevention strategies.

  J.P. MorganSoftware Engineer IISoftware Engineering FundamentalsOnsite
• Explain Stack Use Cases and Mutability in Python ContainersMedium

  This problem tests the understanding of LIFO data structure applications, the implications of object mutability in Python, and the technical constraints imposed by hashability in container types.

  J.P. MorganSoftware Engineer IISoftware Engineering FundamentalsOnsite
• Explain Why You Are Changing Jobs and How You Communicated the DecisionMedium

  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.

  J.P. MorganSoftware Engineer IIBehavioral & LeadershipOnsite
• Explain a Project Architecture End to EndMedium

  Tests your ability to present a production system architecture end-to-end, detailing data flow, ownership boundaries, database indexing and partitioning strategies, resilience patterns, and concrete architectural trade-offs.

  J.P. MorganSoftware Engineer IISystem DesignOnsite