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Goldman Sachs 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

Production has a critical bug. What are your steps?

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Reproduce and assess impact, inform stakeholders, help developers fix and verify in staging, run regression and check monitoring after the hotfix, then do a post-mortem.
02

What is a sprint planning meeting and what does QA contribute?

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The team selects stories for the sprint. QA helps estimate testing effort, clarifies acceptance criteria and flags dependencies and risks.
03

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.
04

Scrum ceremonies and the tester's role?

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Sprint planning (estimate test effort), daily stand-up (status and blockers), sprint review (demo) and retrospective (improve). Testers clarify acceptance criteria early and test within the sprint.
05

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.
06

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.
07

Write test cases for a lift (elevator).

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Moves to the chosen floor, doors open and close, door sensor stops closing on obstruction, overload alarm, emergency button, behaviour in a power cut, max capacity and the floor display.
08

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.
09

Write test cases for a search box.

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Valid keyword, partial match, no results, special characters, very long text, empty search, case sensitivity, spelling errors, suggestions and speed of results.
10

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.
11

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.
12

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.
13

What is JQL?

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JIRA Query Language, used to search issues, for example project = ABC AND status = Open AND priority = High.
14

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.
15

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.
16

What are positive and negative test cases?

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Positive cases use valid inputs to confirm expected behaviour; negative cases use invalid inputs to confirm the system handles errors gracefully.
17

What are SQL constraints?

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Rules such as NOT NULL, UNIQUE, PRIMARY KEY, FOREIGN KEY and CHECK that keep data valid and consistent.
18

What is the difference between smoke testing in CI and full regression?

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Smoke tests run on every build for quick feedback; full regression runs less often, such as nightly or before release.
19

What is the V-model?

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A development model where each development phase has a matching testing phase, such as requirements with acceptance tests and design with integration tests.
20

Severity vs priority — with an example.

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Severity = impact on the system. Priority = urgency to fix. Logo misspelt on the homepage → low severity, high priority. Crash in a rarely used report → high severity, low priority.
21

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.
22

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.
23

What is decision table testing?

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List conditions and actions in a table and cover every combination of conditions (rules) — ideal for business rules like loan approval: salary > X AND credit score > Y → approve.
24

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.
25

What is test coverage and how do you measure it?

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The extent of requirements or code exercised by tests. Measure requirement coverage with a traceability matrix and code coverage with tools.
26

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.
27

What is defect leakage?

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Defects found after release that testing should have caught; leakage % = defects in production / total defects x 100.
28

How do you test an application when requirements change frequently?

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Keep tests modular, prioritise by risk, use exploratory testing, automate stable parts and keep close contact with product owners.
29

What makes a good bug report?

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A clear title, steps to reproduce, expected vs actual result, environment/build, severity and priority, and evidence (screenshot, video, logs).
30

What is a traceability matrix?

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A grid mapping requirements to test cases and defects, proving every requirement is tested.
31

What metrics do QA teams track?

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Test execution rate, pass percentage, defect density, defect leakage, defect rejection ratio, requirement coverage and automation coverage.
32

Difference between black box, white box and grey box testing?

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Black box tests behaviour without code knowledge; white box tests internal logic and paths; grey box uses partial knowledge of the internals.
33

Smoke vs sanity testing?

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Smoke testing checks that the critical features of a new build work (broad and shallow). Sanity testing checks that a specific fix or area works after a change (narrow and deep).
34

What is pairwise testing?

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A technique that tests all pairs of input values instead of every combination, greatly reducing test cases while catching most defects.
35

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.
36

What is accessibility testing?

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Checking that people with disabilities can use the product, using screen readers, keyboard navigation, colour contrast and WCAG guidelines.
37

What is state transition testing?

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Testing how a system moves between states based on events, for example an order going from placed to paid to shipped to delivered.
38

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.
39

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.
40

Write test cases for an ATM withdrawal.

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Valid card and PIN, wrong PIN, three failed attempts, amount above balance, amount above daily limit, invalid denomination, machine out of cash, network failure and receipt printing.
41

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.
42

What is the difference between a test case and a test scenario?

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A scenario is a high-level thing to test (user logs in); test cases are the detailed steps and data that verify it.
43

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.
44

What is the difference between static and dynamic testing?

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Static testing reviews documents and code without executing; dynamic testing executes the software to observe behaviour.
45

How do you write a good bug title?

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State the problem, location and condition briefly, for example 'Checkout button disabled after applying a coupon on the cart page'.
46

How do you review test cases?

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Peer review for clarity, coverage of requirements, correct expected results, test data and traceability, then update and baseline them.
47

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.
48

What is mobile app testing and what extra checks does it need?

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Test on real devices and OS versions, interrupts such as calls, battery, network changes, gestures, permissions and app store guidelines.
49

What is error guessing?

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Using experience to guess where defects likely hide, such as empty fields, special characters or unexpected sequences, and designing tests for them.
50

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.
51

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.