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D. E. Shaw Software Testing Interview Questions & Answers

Curated interview practice questions with answers. These are practice scenarios, not a verified list of past interview questions.

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01

How do you test a REST API with authentication?

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Check access with valid, expired and missing tokens, role-based permissions, error codes and that sensitive data is never exposed.
02

How do you reduce the number of defects slipping into production?

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Shift left with early reviews, improve test design, automate regression, use better test data, add monitoring and learn from escaped defects.
03

What is configuration testing?

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Verifying the application works across different hardware, software and settings combinations.
04

What is SDLC and STLC?

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SDLC is the full software development life cycle; STLC is the testing life cycle: requirement analysis, test planning, test design, environment setup, execution and closure.
05

What is the difference between DELETE and TRUNCATE?

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DELETE removes selected rows and can be rolled back; TRUNCATE quickly removes all rows and resets the table.
06

What is a sprint retrospective?

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A team meeting at the end of a sprint to discuss what went well, what did not and what to improve next.
07

Write test cases for an online money transfer.

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Valid transfer, insufficient balance, daily limit, wrong beneficiary, OTP failure, network drop mid-transaction, duplicate click and statement update.
08

How would you test a payment gateway?

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Success, failure and pending flows, timeouts, refunds, double-click payments, every method (UPI, cards, net banking), rounding, security (no card data stored) and reconciliation with bank reports.
09

How do you decide the priority of test cases?

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By business criticality, usage frequency, defect history, risk and dependencies, running high-priority cases first.
10

How do you test an application with no documentation?

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Talk to developers and users, explore the product, review similar systems, create notes and mind maps, confirm assumptions and write test cases as you learn.
11

What is Agile testing?

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Testing that is continuous and collaborative within each sprint, with testers working alongside developers and product owners from the start.
12

Explain the bug life cycle.

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New → Assigned → Open → Fixed → Retest → Verified → Closed, with Reopened, Rejected, Deferred and Duplicate as side paths.
13

What is the difference between alpha and beta testing?

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Alpha is done in-house by internal teams before release; beta is done by a limited group of real users in their own environment.
14

What is a test environment?

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The hardware, software, data and configuration where testing happens, set up to mirror production as closely as practical.
15

What is compatibility testing?

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Checking the application works across browsers, devices, operating systems, screen sizes and network conditions.
16

What is a test case and its components?

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A set of steps with inputs and expected results. Components: ID, title, preconditions, steps, test data, expected result, actual result and status.
17

What is risk-based testing?

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Prioritising tests by the likelihood and impact of failure, so critical areas get the most coverage when time is limited.
18

Release is tomorrow and you can't test everything. What now?

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Risk-based testing: cover critical user flows, recent changes and high-defect areas first. Clearly communicate the untested risks and get stakeholder sign-off.
19

What is a bug triage meeting?

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A regular review where QA, development and product assess new bugs and decide severity, priority, owner and target release.
20

Write SQL to verify an order was saved correctly.

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SELECT status, amount FROM orders WHERE order_id = 'ORD123'; -- compare with the UI, then check the matching rows in order_items
21

What is API testing and why is it important?

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Testing services directly without the UI, checking status codes, responses, security and performance. It finds issues early and is faster than UI tests.
22

What are test data and how do you prepare them?

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The inputs used in tests. Prepare using valid, invalid and boundary values from production-like but masked data, spreadsheets or generators.
23

How do you test pagination, sorting and filtering through an API?

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Send page, size, sort and filter parameters, then verify counts, order, boundaries (first, last, empty page) and invalid parameter handling.
24

Write test cases for a file upload feature.

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Allowed and disallowed formats, size limits, empty file, duplicate names, special-character names, cancel upload, slow network and multiple files.
25

What is localisation and internationalisation testing?

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Internationalisation tests that the product can support many languages and formats; localisation tests that a specific locale is correct for text, currency, date and layout.
26

How do you handle a bug found late in a release cycle?

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Assess impact and risk, discuss with product and dev, decide to fix, defer with a workaround or delay release, and document the decision.
27

What is the definition of done?

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A shared checklist for when a story is complete, usually including code review, tests passing, no open critical bugs and documentation updated.
28

What are common HTTP status codes?

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200 OK, 201 Created, 204 No Content, 400 Bad Request, 401 Unauthorized, 403 Forbidden, 404 Not Found, 500 Internal Server Error.
29

What are the seven principles of testing?

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Testing shows presence of defects, exhaustive testing is impossible, test early, defects cluster, the pesticide paradox, testing is context-dependent and absence-of-errors is a fallacy.
30

What is UAT?

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User Acceptance Testing — end users or the client verify that the system meets business needs in a production-like environment before go-live.
31

What is usability testing?

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Evaluating how easy and pleasant a product is to use by observing real users complete tasks and noting confusion.
32

What is the difference between a story, epic, task and bug in JIRA?

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An epic is a large body of work; stories are user-facing slices of it; tasks are technical work items; bugs are defects.
33

What is a test scenario for the login functionality at a high level?

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Valid login, invalid login, forgot password, locked account and session handling are the main scenarios to cover.
34

Explain SQL joins briefly.

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INNER returns matching rows, LEFT keeps all left rows, RIGHT keeps all right rows and FULL keeps all rows from both tables.
35

What is the difference between an error, a defect and a failure?

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A human error causes a defect in the code, and when that defect is executed it produces a failure visible to users.
36

What is a test plan and what does it contain?

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A document defining scope, approach, resources, schedule, entry and exit criteria, risks and deliverables of testing.
37

What is regression testing, and when do you automate it?

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Re-testing existing features after a change. Automate stable, repetitive, high-value flows that run every release.
38

How do you test a REST API that is not ready yet?

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Use mocks or stubs from the API contract such as Swagger, write test cases early and validate again when the real service is available.
39

How do you estimate testing effort?

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Break the work into modules and test cases, use past velocity or three-point estimation (optimistic, likely, pessimistic), add time for test data, environment issues, retesting and regression, and keep a risk buffer.
40

What are the typical JIRA workflows for bugs?

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Statuses like To Do, In Progress, In Review, Ready for QA, Done and Reopened, with transitions that depend on the team's configuration.
41

What is software testing and why is it needed?

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Evaluating software to find defects and confirm it meets requirements. It reduces risk, protects users and saves the cost of fixing bugs after release.
42

What is CI/CD and how does testing fit?

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Code is built and tested automatically on each change; tests are quality gates that stop faulty builds from moving forward.
43

What is a hotfix?

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An urgent patch released outside the normal schedule to fix a critical production defect, followed by regression testing and merge back to the main branch.
44

What goes into a test plan?

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Scope (in and out), objectives, approach, environments, schedule, roles, entry/exit criteria, risks and mitigation, deliverables and tools.
45

What is the difference between a bug and an enhancement?

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A bug is behaviour that deviates from agreed requirements; an enhancement is a new or improved capability beyond the current requirements.
46

What are the boundary values for an age field that accepts 18–60?

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Test 17, 18, 19, 59, 60 and 61.
47

What is defect clustering?

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The observation that a small number of modules contain most defects, so testing should focus on those areas.
48

What are the levels of testing?

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Unit, integration, system and acceptance testing, moving from individual components to the complete product in front of users.
49

Give an example of equivalence partitioning.

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For a field accepting 1–100: valid class 1–100 (test 50), invalid below 1 (test −5), invalid above 100 (test 150). One value represents each class.
50

How would you test a login page for security?

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Check SQL injection, brute-force lockout, password masking, session timeout, HTTPS, cookie flags, error messages not revealing users and password reset flow.