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Bloomberg 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

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.
02

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.
03

What is defect density?

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The number of defects per size of software, for example defects per thousand lines of code or per module, used to compare quality.
04

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.
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 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.
07

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.
08

Write test cases for a shopping cart.

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Add, remove, update quantity, price and tax calculation, coupon codes, stock limits, cart persistence after login and checkout navigation.
09

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.
10

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.
11

What is SQL and why do testers use it?

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A language to query databases. Testers use it to verify data saved by the application, prepare test data and check backend results.
12

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.
13

What is TDD vs BDD?

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TDD writes unit tests before code to drive design; BDD describes behaviour in business language scenarios that become automated acceptance tests.
14

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.
15

A bug is not reproducible. What next?

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Re-check environment, data, browser and steps; check the logs; try the reporter's setup; add video and console logs; mark it 'cannot reproduce' only after discussing with the developer, and keep monitoring.
16

Write test cases for a login page.

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Valid login, wrong password, empty fields, case sensitivity, max length, SQL-injection strings, password masking, 'remember me', lock-out after N attempts and the forgot-password link.
17

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.
18

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.
19

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.
20

What is exploratory testing?

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Learning, test design and execution at the same time, without scripted cases — time-boxed sessions with a charter (e.g. 'explore checkout with coupons'), noting bugs and ideas. Great for finding edge cases.
21

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.
22

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.
23

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.
24

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.
25

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.
26

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.
27

What is the difference between GET and POST?

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GET retrieves data and has parameters in the URL; POST sends data in the body to create or process something.
28

Functional vs non-functional testing?

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Functional testing checks what the system does (login, checkout). Non-functional testing checks how well it does it (performance, security, usability, compatibility).
29

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).
30

What are severity and priority? Give examples.

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Severity is impact on the system; priority is urgency of the fix. A crash in a rare report is high severity, low priority; a spelling mistake in the logo is low severity, high priority.
31

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.
32

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.
33

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.
34

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.
35

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.
36

What is use case testing?

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Designing tests from user flows described in use cases to verify complete real-world interactions.
37

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.
38

Write a SQL query to find duplicate records.

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SELECT email, COUNT(*) FROM users GROUP BY email HAVING COUNT(*) > 1;
39

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.
40

What are entry and exit criteria?

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Entry criteria are conditions that must be met to start testing (build ready, environment set); exit criteria define when testing can stop (pass rate, no critical defects).
41

What do you check when testing an API in Postman?

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Status code, response body and schema, headers, response time, error messages for invalid input, authentication (401/403) and that data is saved in the database.
42

Verification vs validation?

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Verification: are we building the product right? (reviews, walkthroughs — no code run). Validation: are we building the right product? (actual testing against user needs).
43

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.
44

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.
45

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.
46

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.
47

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.
48

What is boundary value analysis?

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Testing at the edges of input ranges, such as 17, 18 and 19 for an age limit of 18, since errors cluster at boundaries.
49

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.
50

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.
51

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.
52

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.
53

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.
54

What is the difference between a test suite and a test run?

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A suite is a collection of related test cases; a run is one execution of a set of tests against a build.
55

SQL: find duplicate emails.

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SELECT email, COUNT(*) FROM users GROUP BY email HAVING COUNT(*) > 1;
56

The developer says "it's not a bug". What do you do?

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Re-check the requirement, reproduce with clear steps and evidence (screenshots, logs), discuss with the BA/PO and record the final decision.
57

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.
58

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.
59

What is a blocker bug?

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A defect that stops testing or release of a feature because no workaround exists, so it is highest priority.
60

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.
61

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.
62

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.
63

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.
64

What is configuration testing?

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Verifying the application works across different hardware, software and settings combinations.
65

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.
66

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.
67

Write test cases for a calculator app.

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Basic operations, division by zero, decimals, large numbers, order of operations, clear and backspace, repeated operations and memory keys.