Skip to content

Java Full Stack with React Interview Questions in Mumbai

36 practice questions with answers for Java Full Stack with React interviews in Mumbai.

Java Full Stack with React jobs in Mumbai

Mumbai is India's financial capital, so banks, fintechs, insurers, media and consulting firms drive much of the hiring. Data and QA interviews often include domain questions on payments, risk, trading or customer analytics.

Below are 36 questions that match the mix of service, product and domain employers hiring java full stack developers in Mumbai.

Solved for MumbaiStart practicing
3 QUESTIONS FREESign up to unlock the full question bank and track your progress.Unlock every question and answer, then continue practising company-wise and package-wise.
3 questions free Unlock the rest in seconds
01

The application fails with NoSuchBeanDefinitionException for a service. How do you debug it?

Save to ▾
Show answer
Check that the class has @Service or @Component, or is created by a @Bean method. Make sure it is inside the package of the main @SpringBootApplication class or a scanned sub-package. If there are several implementations, use @Qualifier or @Primary. Also check @Profile or @Conditional annotations that may disable it in the current environment. Running with --debug prints the condition report that shows why a bean was not created.
02

The business wants deleted customers to be recoverable. How would you implement soft delete with JPA?

Save to ▾
Show answer
Add a deleted flag or deleted_at timestamp column. With Hibernate 6.4 and later you can annotate the entity with @SoftDelete, or use @SQLDelete to turn delete into an UPDATE and @SQLRestriction to filter deleted rows from queries. Unique constraints must account for deleted rows, for example a partial index on email where deleted is false. Provide an admin restore endpoint and a scheduled job to purge old records for data retention.
03

Write a unit test for a service method using JUnit 5 and Mockito.

Save to ▾
Show answer
@ExtendWith(MockitoExtension.class) class ProductServiceTest { @Mock ProductRepository repo; @InjectMocks ProductService service; @Test void throwsWhenProductMissing() { when(repo.findById(1L)).thenReturn(Optional.empty()); assertThrows(ResourceNotFoundException.class, () -> service.getProduct(1L)); verify(repo).findById(1L); } }
04

How do indexes improve performance, and when can they hurt?

Save to ▾
Show answer
An index, usually a B-tree, lets the database find rows without scanning the whole table, which speeds up WHERE, JOIN and ORDER BY on indexed columns. Indexes cost disk space and slow down INSERT, UPDATE and DELETE because each index must also be updated. They help little on low-selectivity columns like a boolean flag. Functions on the column, such as WHERE LOWER(email) = ?, or a leading wildcard in LIKE also prevent normal index use.
05

Users in different countries see wrong order times. How do you handle dates and time zones in Java?

Core JavaMedium
Save to ▾
Show answer
Store timestamps in UTC using Instant or OffsetDateTime, and map them to TIMESTAMP WITH TIME ZONE or a UTC timestamp column. Convert to the user's zone only when displaying, using ZonedDateTime with ZoneId such as Asia/Kolkata. Avoid java.util.Date and SimpleDateFormat, which are mutable and not thread-safe. Use DateTimeFormatter, send ISO-8601 strings in JSON and set hibernate.jdbc.time_zone to UTC.
06

Build a login form with basic validation in React.

Save to ▾
Show answer
function LoginForm({ onLogin }) { const [form, setForm] = useState({ email: '', password: '' }); const [errors, setErrors] = useState({}); const handleChange = e => setForm({ ...form, [e.target.name]: e.target.value }); const handleSubmit = e => { e.preventDefault(); const errs = {}; if (!/^\S+@\S+\.\S+$/.test(form.email)) errs.email = 'Enter a valid email'; if (form.password.length < 8) errs.password = 'Minimum 8 characters'; setErrors(errs); if (Object.keys(errs).length === 0) onLogin(form); }; return ( <form onSubmit={handleSubmit}> <input name="email" value={form.email} onChange={handleChange} /> {errors.email && <span>{errors.email}</span>} <input name="password" type="password" value={form.password} onChange={handleChange} /> {errors.password && <span>{errors.password}</span>} <button type="submit">Login</button> </form> ); }
07

Your application fails at startup with a circular dependency error between two services. What do you do?

Save to ▾
Show answer
Spring Boot 2.6 and later forbid circular references by default. The real fix is design: two services depending on each other usually means a responsibility is in the wrong place. Extract the shared logic into a third bean, or use an application event so one service notifies the other without a direct reference. Using @Lazy or allowing circular references in properties hides the problem and should only be a temporary workaround.
08

What is the difference between var, let and const?

Save to ▾
Show answer
var is function-scoped, hoisted and initialised as undefined, and can be redeclared, which causes bugs in loops and blocks. let and const are block-scoped and stay in the temporal dead zone until declared, so using them early throws an error. let allows reassignment and const does not, although a const object or array can still be mutated. Use const by default, let when reassignment is needed and avoid var.
09

Why are semantic HTML and accessibility important?

Save to ▾
Show answer
Semantic elements like header, nav, main, article, button and label describe meaning, so screen readers, search engines and browsers understand the page. Use a real button instead of a clickable div so keyboard and focus work automatically. Add alt text to images, link labels to inputs, keep heading order logical and ensure enough colour contrast. Accessibility follows WCAG guidelines and improves SEO and usability for everyone.
10

What is a functional interface and how do lambdas relate to it?

Save to ▾
Show answer
A functional interface has exactly one abstract method, such as Runnable, Comparator, Function, Predicate, Supplier or Consumer, and can be marked with @FunctionalInterface. A lambda expression is a short implementation of that single method, for example Predicate<String> empty = s -> s.isBlank(). Method references like String::toUpperCase are an even shorter form. Lambdas power the Streams API and callback-style code.
11

What are fail-fast and fail-safe iterators?

Save to ▾
Show answer
Fail-fast iterators, used by ArrayList and HashMap, track a modification count and throw ConcurrentModificationException if the collection is structurally changed during iteration, except through the iterator's own remove. Fail-safe or weakly consistent iterators, used by CopyOnWriteArrayList and ConcurrentHashMap, work on a snapshot or tolerate concurrent changes and never throw that exception, but they may not show the latest updates.
12

Find employees who earn more than their managers.

Save to ▾
Show answer
SELECT e.name AS employee, e.salary, m.name AS manager, m.salary AS manager_salary FROM employees e JOIN employees m ON e.manager_id = m.id WHERE e.salary > m.salary; -- A self join treats the same table as two roles.
13

Using streams, group employees by department and count them.

Save to ▾
Show answer
Map<String, Long> countByDept = employees.stream() .collect(Collectors.groupingBy( Employee::getDepartment, Collectors.counting())); // Average salary per department: Map<String, Double> avgSalary = employees.stream() .collect(Collectors.groupingBy( Employee::getDepartment, Collectors.averagingDouble(Employee::getSalary))); // Use TreeMap::new as the second argument to get sorted keys.
14

Show how to read a file safely using try-with-resources.

Save to ▾
Show answer
Path path = Path.of("data.txt"); try (BufferedReader reader = Files.newBufferedReader(path)) { String line; while ((line = reader.readLine()) != null) { System.out.println(line); } } catch (IOException e) { log.error("Could not read file", e); } // The reader is closed automatically, even if an exception occurs, // because BufferedReader implements AutoCloseable.
15

What are window functions and how are they different from GROUP BY?

Save to ▾
Show answer
Window functions compute a value over a set of related rows while keeping every row in the result, unlike GROUP BY which collapses rows into one per group. They use the OVER clause with optional PARTITION BY and ORDER BY. Examples are ROW_NUMBER, RANK, DENSE_RANK, LAG, LEAD and running SUM. For instance, you can show each employee with their department's average salary in the same row.
16

Inserting one lakh rows with saveAll takes many minutes. How do you speed it up?

Save to ▾
Show answer
Enable JDBC batching with hibernate.jdbc.batch_size of 50 or so, plus order_inserts and order_updates. IDENTITY ID generation disables insert batching in Hibernate, so use a SEQUENCE generator with an allocation size on PostgreSQL or Oracle. Flush and clear the persistence context every batch to keep memory low. For very large loads, use JdbcTemplate batchUpdate or the database's bulk loader like COPY or LOAD DATA, which is much faster than ORM.
17

Implement pagination and sorting for a product list API.

Save to ▾
Show answer
@GetMapping("/api/products") public Page<ProductDto> list( @RequestParam(defaultValue = "0") int page, @RequestParam(defaultValue = "20") int size, @RequestParam(defaultValue = "price") String sort) { Pageable pageable = PageRequest.of(page, Math.min(size, 100), Sort.by(sort).ascending()); return repository.findByActiveTrue(pageable).map(ProductDto::from); } // Repository: Page<Product> findByActiveTrue(Pageable pageable);
18

Write a record and use pattern matching in a switch expression.

Core JavaMedium
Save to ▾
Show answer
sealed interface Payment permits Card, Upi {} record Card(String number, double amount) implements Payment {} record Upi(String vpa, double amount) implements Payment {} static String describe(Payment p) { return switch (p) { case Card c when c.amount() > 50000 -> "High value card"; case Card c -> "Card ending " + c.number().substring(12); case Upi u -> "UPI to " + u.vpa(); }; } // Sealed types make the switch exhaustive without a default branch (Java 21).
19

A Spring Boot service takes nearly a minute to start. How would you speed it up?

Save to ▾
Show answer
Measure first with the startup Actuator endpoint or ApplicationStartup to see which beans are slow. Common causes are heavy component scanning, eager database or remote calls in @PostConstruct, Hibernate validating a large schema and unneeded auto-configurations. Narrow scan packages, defer work with lazy initialisation or ApplicationReadyEvent, exclude unused starters and use Class Data Sharing. For serverless workloads, consider GraalVM native images or CRaC.
20

Bind custom properties from application.yml into a type-safe class.

Save to ▾
Show answer
# application.yml app: payment: timeout-ms: 3000 retry-count: 2 @ConfigurationProperties(prefix = "app.payment") @Validated public record PaymentProperties( @Min(500) int timeoutMs, @Max(5) int retryCount) {} @SpringBootApplication @EnableConfigurationProperties(PaymentProperties.class) public class App { } // Relaxed binding maps timeout-ms to timeoutMs automatically.
21

How does Spring Boot auto-configuration work internally?

Save to ▾
Show answer
Spring Boot reads candidate configuration classes listed in META-INF/spring/org.springframework.boot.autoconfigure.AutoConfiguration.imports inside starter jars. Each class is guarded by conditions such as @ConditionalOnClass, @ConditionalOnMissingBean and @ConditionalOnProperty, so beans are created only when the right library is present and you have not defined your own. You can inspect the decisions with the --debug flag or the Actuator conditions endpoint and exclude classes with exclude attributes.
22

How does HashMap work internally?

Save to ▾
Show answer
HashMap stores entries in an array of buckets. The key's hashCode is spread and masked to find a bucket index. Collisions are kept in a linked list, and since Java 8 a bucket converts to a red-black tree after 8 entries when capacity is at least 64, giving O(log n) worst case. When size exceeds capacity times load factor 0.75, the table doubles and entries are redistributed. get uses hashCode to find the bucket and equals to find the key.
23

How do you deep clone an object in JavaScript?

Save to ▾
Show answer
const original = { user: { name: 'Asha' }, tags: ['a'], joined: new Date() }; // Modern built-in (handles Date, Map, Set, cycles): const copy = structuredClone(original); // Spread is only a shallow copy: const shallow = { ...original }; shallow.user.name = 'Ravi'; // also changes original.user.name // JSON.parse(JSON.stringify(obj)) loses Dates, functions, // undefined and fails on circular references.
24

You need H2 for local development, MySQL for testing and PostgreSQL in production. How do you configure this?

Save to ▾
Show answer
Create application-dev.yml, application-test.yml and application-prod.yml, each with its own spring.datasource URL, username and driver. Keep shared settings in application.yml. Activate the right one with SPRING_PROFILES_ACTIVE in each environment. Read production credentials from environment variables, for example url: ${DB_URL}, instead of hard-coding them. For realistic integration tests, Testcontainers can start the same database engine used in production.
25

Users must upload files up to 200 MB. How do you design the upload API?

Save to ▾
Show answer
Avoid streaming large files through the application server. Generate a pre-signed URL for object storage like S3 or Azure Blob so the browser uploads directly, then the client calls the API to confirm and save the metadata. If uploads must go through Spring, raise spring.servlet.multipart.max-file-size, stream the input to storage instead of loading it into memory, validate type and size, and scan files for malware before use.
26

Fetch a list of products from an API and show loading and error states.

Save to ▾
Show answer
function ProductList() { const [products, setProducts] = useState([]); const [loading, setLoading] = useState(true); const [error, setError] = useState(null); useEffect(() => { const controller = new AbortController(); fetch('/api/products', { signal: controller.signal }) .then(res => { if (!res.ok) throw new Error('HTTP ' + res.status); return res.json(); }) .then(data => setProducts(data.content)) .catch(err => { if (err.name !== 'AbortError') setError(err.message); }) .finally(() => setLoading(false)); return () => controller.abort(); }, []); if (loading) return <p>Loading...</p>; if (error) return <p>Error: {error}</p>; return <ul>{products.map(p => <li key={p.id}>{p.name}</li>)}</ul>; }
27

Why is constructor injection preferred over field injection?

Save to ▾
Show answer
Constructor injection makes dependencies explicit and lets fields be final, so the object is always fully initialised and immutable. It allows plain unit tests without Spring or reflection, because you can pass mocks to the constructor. A long constructor also signals that a class has too many responsibilities. Field injection with @Autowired hides dependencies and needs a container or reflection in tests. With a single constructor, @Autowired is not even needed.
28

Explain the difference between map and flatMap in streams.

Save to ▾
Show answer
map transforms each element into exactly one new element, so a Stream of orders mapped to customer names gives a Stream of String. flatMap transforms each element into a stream and flattens all of them into one stream. For example, orders.stream().flatMap(o -> o.getItems().stream()) gives every item from every order. Optional also has map and flatMap with the same idea.
29

Explain the JavaScript event loop, including microtasks and macrotasks.

Save to ▾
Show answer
JavaScript runs on a single thread with a call stack. Asynchronous work is handled by the browser or Node, and callbacks wait in queues. After the stack empties, the event loop runs all microtasks first, such as promise callbacks and queueMicrotask, then one macrotask, such as setTimeout or an I/O callback, then renders if needed. So Promise.resolve().then(a) runs before setTimeout(b, 0). Long synchronous code blocks everything, including UI updates.
30

Tell me about a difficult bug you fixed in a Java project.

Core JavaMedium
Save to ▾
Show answer
Situation: our order API sometimes returned another user's cart. Task: I had to find the root cause quickly. Action: I reproduced it with a load test, found a Spring singleton service storing the current user in an instance field, and moved that state into a method parameter. I added a concurrent test to prevent regressions. Result: the issue disappeared and I shared the learning about stateless beans with the team.
31

Your team is starting a new React project. Would you use Create React App or something else?

Save to ▾
Show answer
Create React App is deprecated and no longer recommended. For a single-page app backed by a Spring Boot API, Vite is the usual choice because of its fast dev server and optimised builds. If you need server-side rendering, SEO or file-based routing, a framework like Next.js or React Router in framework mode is recommended by the React team. Choose based on SEO needs, hosting and the team's experience.
32

What is a custom hook and why would you write one?

Save to ▾
Show answer
A custom hook is a function whose name starts with use and which calls other hooks, letting you reuse stateful logic across components. Examples are useFetch for loading data, useDebounce for search input and useAuth for the current user. Each component calling the hook gets its own independent state. Custom hooks keep components focused on rendering and make logic easier to test, much like extracting a service in backend code.
33

What are the correct and incorrect ways to use Optional?

Save to ▾
Show answer
Use Optional as a return type when a value may be absent, and consume it with map, filter, orElse, orElseGet or orElseThrow. Avoid calling get() without checking, avoid Optional fields in entities or DTOs, avoid Optional parameters and never return null from a method that returns Optional. Prefer orElseGet over orElse when the default is expensive, because orElse always evaluates its argument.
34

Centre a div horizontally and vertically using CSS.

Save to ▾
Show answer
.container { display: flex; justify-content: center; /* horizontal */ align-items: center; /* vertical */ min-height: 100vh; } /* Grid alternative */ .container { display: grid; place-items: center; min-height: 100vh; }
35

What is the difference between controlled and uncontrolled components?

Save to ▾
Show answer
In a controlled component, form input values live in React state and change through onChange, so React is the single source of truth, which makes validation and conditional UI easy. In an uncontrolled component, the DOM keeps the value and you read it through a ref when needed, which needs less code and suits simple forms or file inputs. Libraries like React Hook Form use uncontrolled inputs for better performance in large forms.
36

Tell me about a time you delivered a feature under a tight deadline.

Save to ▾
Show answer
Situation: a client demo was moved forward by a week and the reporting module was not ready. Task: deliver the core report screens and APIs in five days. Action: I split the work into must-have and later items with my lead, reused existing query components, and wrote tests for the critical paths only. Result: the demo went well, and the remaining features shipped in the next sprint without bugs.

Companies with offices in Mumbai (9)

Frequently asked questions

Which companies hire Java Full Stack with React professionals in Mumbai?

Companies with large offices in Mumbai include TCS, Accenture, Capgemini, LTIMindtree, Oracle, JP Morgan Chase, Goldman Sachs, Barclays, Paytm. Use their company pages below to practise employer-specific sets.

Are Java Full Stack with React interviews in Mumbai different from other cities?

The questions depend more on the company than the city. Mumbai's mix of employers decides the style: Data and QA interviews often include domain questions on payments, risk, trading or customer analytics

How do I find Java Full Stack with React jobs in Mumbai?

Shortlist companies with Mumbai offices, keep your CV focused on Java Full Stack with React projects, apply on company career pages and job portals with the Mumbai filter, and practise the questions on this page before each interview.