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Java Full Stack with React Interview Questions in Kolkata

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

Java Full Stack with React jobs in Kolkata

Kolkata has a steady IT-services and BFSI technology job market around Salt Lake Sector V and New Town. Many openings are with service companies and their delivery centres, with a focus on strong fundamentals.

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

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01

Count the frequency of each word in a sentence.

Collections and StreamsMedium
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String text = "java is fun and java is fast"; Map<String, Long> freq = Arrays.stream(text.toLowerCase().split("\\s+")) .collect(Collectors.groupingBy( Function.identity(), LinkedHashMap::new, Collectors.counting())); System.out.println(freq); // {java=2, is=2, fun=1, and=1, fast=1}
02

What does the static keyword mean in Java?

Core JavaEasy
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static members belong to the class, not to an instance. A static variable has one copy shared by all objects, a static method can be called without creating an object and cannot use this, and a static block runs once when the class loads. Static nested classes do not hold a reference to the outer object. Common examples are utility methods like Math.max and constants declared as public static final.
03

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

Core JavaMedium
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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.
04

Why do you want to become a Java full stack developer?

Core JavaEasy
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I enjoy building a feature end to end, from the database table to the screen the user clicks. Java and Spring Boot are used widely in Indian banking, product and services companies, so the skills stay in demand, and React lets me build modern interfaces. In my capstone project I built an inventory app with Spring Boot, MySQL and React, and owning the full flow taught me how each layer affects the user experience.
05

What is Spring Boot Actuator used for?

Spring BootMedium
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Actuator adds production-ready endpoints for monitoring and management, such as /actuator/health, /actuator/info, /actuator/metrics and /actuator/prometheus. Kubernetes uses health liveness and readiness groups for probes. Metrics are collected through Micrometer and can be exported to Prometheus, Datadog or other systems. Only expose the endpoints you need with management.endpoints.web.exposure.include and secure them, because endpoints like env or heapdump can leak sensitive data.
06

Explain the difference between map and flatMap in streams.

Collections and StreamsMedium
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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.
07

What is CORS and how do you configure it for a React frontend?

REST APIs, Security and MicroservicesMedium
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CORS is a browser rule that blocks JavaScript from calling a different origin unless the server allows it with response headers like Access-Control-Allow-Origin. A React app on localhost:5173 calling an API on localhost:8080 is cross-origin. In Spring, define a CorsConfigurationSource bean with the allowed origins, methods and headers, and enable http.cors() in the security chain so preflight OPTIONS requests pass. Never use a wildcard origin together with credentials.
08

What is the difference between persist and merge, and between save and saveAndFlush?

JPA and HibernateMedium
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persist makes a new entity managed and assigns its ID; it fails for detached entities. merge copies the state of a detached entity onto a managed copy and returns that copy. Spring Data save calls persist for new entities and merge otherwise. saveAndFlush also calls flush, pushing pending SQL to the database immediately, which helps when you need a constraint error or trigger result now. The commit still happens at the end of the transaction.
09

Describe the main JVM memory areas.

Core JavaMedium
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The heap stores objects and is shared by all threads; it is managed by the garbage collector and split into young and old generations. Each thread has its own stack holding method frames, local variables and references. Metaspace, in native memory since Java 8, stores class metadata. There is also the program counter per thread and the code cache for JIT-compiled code. Stack overflow comes from deep recursion, while OutOfMemoryError usually means heap or metaspace is full.
10

Compare promises and async/await.

JavaScript, HTML and CSSMedium
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A promise represents a value that will be available later, handled with then, catch and finally. async/await is syntax built on promises: an async function always returns a promise, and await pauses that function until the promise settles, so asynchronous code reads like synchronous code. Errors are handled with try/catch. Awaiting calls one by one is sequential, so use Promise.all for independent calls to run them in parallel.
11

Tell me about a mistake you made with production data and how you handled it.

SQL and DatabasesMedium
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Situation: I ran an update script on production that missed a condition and changed status for more orders than intended. Task: correct it quickly and honestly. Action: I informed my lead immediately, stopped further jobs, used the audit table and a backup to restore the correct values and verified with the business team. Result: data was fixed within an hour. Since then, I always run scripts in a transaction with a row-count check first.
12

Sort a list of products by category, then by price descending, then by name.

Collections and StreamsMedium
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products.sort( Comparator.comparing(Product::getCategory) .thenComparing(Product::getPrice, Comparator.reverseOrder()) .thenComparing(Product::getName)); // Null-safe variant for an optional field: Comparator<Product> byBrand = Comparator.comparing( Product::getBrand, Comparator.nullsLast(Comparator.naturalOrder()));
13

How does JWT-based authentication work?

REST APIs, Security and MicroservicesMedium
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After a successful login, the server issues a JSON Web Token containing a header, a payload of claims such as user ID, roles and expiry, and a signature made with a secret or private key. The client sends it in the Authorization: Bearer header with each request. The server verifies the signature and expiry without a session lookup, which suits stateless APIs. Keep access tokens short-lived, do not store sensitive data in the payload because it is only encoded, and use refresh tokens for renewal.
14

What is the difference between JDK, JRE and JVM?

Core JavaEasy
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The JVM runs Java bytecode and handles memory, garbage collection and JIT compilation. The JRE is the JVM plus core class libraries needed to run programs. The JDK is the JRE plus development tools such as javac, jar, jshell and jdb. Since Java 11 a separate JRE is no longer shipped by Oracle, so developers install a JDK such as Temurin or Oracle JDK 17 or 21 and build smaller runtimes with jlink if needed.
15

You need a thread-safe singleton for a configuration loader. How do you implement it?

Core JavaMedium
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The simplest safe options are an enum singleton or the holder idiom. With the holder idiom, a private static nested class holds the instance, and the JVM's class loading guarantees lazy, thread-safe initialisation without synchronization. Double-checked locking also works but needs a volatile field. In a Spring application you usually do not write singletons at all, because beans are singleton-scoped by default and the container manages them.
16

Find employees who earn more than their managers.

SQL and DatabasesMedium
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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.
17

Your public API is being hit by too many requests from a few clients. How do you add rate limiting?

REST APIs, Security and MicroservicesMedium
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Apply rate limiting at the edge first, in the API gateway, Nginx or the cloud load balancer, keyed by API key, user ID or IP. In Spring Cloud Gateway use the Redis rate limiter, or inside a service use Bucket4j with a token bucket backed by Redis so limits work across instances. Return 429 Too Many Requests with a Retry-After header. Different plans or endpoints like login can have stricter limits.
18

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

SQL and DatabasesMedium
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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.
19

Explain the CSS box model.

JavaScript, HTML and CSSEasy
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Every element is a box made of content, padding, border and margin, from inside to outside. By default, width applies only to the content, so padding and border add to the final size. Setting box-sizing: border-box makes width include padding and border, which makes layouts predictable, and most projects apply it to all elements. Vertical margins between block elements can collapse into one margin.
20

Return only a few columns using an interface-based projection.

JPA and HibernateMedium
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public interface ProductSummary { Long getId(); String getName(); BigDecimal getPrice(); } public interface ProductRepository extends JpaRepository<Product, Long> { List<ProductSummary> findByCategoryName(String category); @Query("select new com.shop.dto.PriceDto(p.name, p.price) from Product p where p.price < :max") List<PriceDto> cheaperThan(@Param("max") BigDecimal max); } // Projections select fewer columns and avoid loading full entities.
21

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

Spring BootMedium
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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.
22

Explain the architecture of your last full stack project end to end.

Spring BootMedium
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In my last project, a React single-page app called a Spring Boot REST API secured with JWT. The API followed controller, service and repository layers, used Spring Data JPA with MySQL and Flyway for migrations, and exposed Swagger documentation. I deployed it with Docker on a cloud VM behind Nginx. My contribution was the order module and payment status flow, and I also wrote the unit tests and CI pipeline.
23

Write a query to find the second highest salary from an employees table.

SQL and DatabasesEasy
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-- Using a subquery SELECT MAX(salary) AS second_highest FROM employees WHERE salary < (SELECT MAX(salary) FROM employees); -- Using DISTINCT with OFFSET SELECT DISTINCT salary FROM employees ORDER BY salary DESC LIMIT 1 OFFSET 1; -- The first query returns NULL when there is no second salary.
24

Write a production-friendly Dockerfile for a Spring Boot application.

Spring BootMedium
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FROM eclipse-temurin:21-jdk AS build WORKDIR /app COPY . . RUN ./mvnw -q -DskipTests package FROM eclipse-temurin:21-jre WORKDIR /app RUN useradd -r appuser USER appuser COPY --from=build /app/target/*.jar app.jar EXPOSE 8080 ENTRYPOINT ["java", "-XX:MaxRAMPercentage=75", "-jar", "app.jar"] # Multi-stage build keeps the image small; runs as non-root.
25

How does the this keyword work, and how do arrow functions change it?

JavaScript, HTML and CSSMedium
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In a regular function, this depends on how the function is called: the object before the dot in a method call, undefined in strict mode for a plain call, the new object with new, or a value set by call, apply or bind. Arrow functions do not have their own this; they use this from the surrounding scope. That makes arrows ideal for callbacks inside methods, but unsuitable as object methods that need their own this.
26

What are the entity lifecycle states in JPA?

JPA and HibernateMedium
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A new or transient entity is just a Java object not known to the persistence context. A managed entity is attached to the context; changes are tracked and flushed automatically through dirty checking. A detached entity was managed but the context has closed, so changes are not tracked unless you merge it. A removed entity is scheduled for deletion on flush. Understanding these states explains why setters inside a transaction update the database without calling save.
27

What is React and what is the virtual DOM?

React FrontendEasy
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React is a JavaScript library for building user interfaces from reusable components. Components describe what the UI should look like for a given state, and React updates the browser DOM when the state changes. The virtual DOM is a lightweight in-memory tree of the UI. On each update, React compares the new tree with the previous one and applies only the minimum real DOM changes, which keeps updates efficient and the code declarative.
28

Using streams, group employees by department and count them.

Collections and StreamsMedium
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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.
29

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

React FrontendMedium
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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.
30

What is the difference between controlled and uncontrolled components?

React FrontendMedium
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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.
31

A report job builds a large string with + inside a loop and is very slow. What do you change?

Core JavaEasy
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Each + inside a loop creates a new String and copies the old content, giving roughly O(n squared) work. Replace it with one StringBuilder created before the loop, optionally with an initial capacity, and call append inside the loop. For joining collections, use String.join or Collectors.joining. For very large output, write directly to a BufferedWriter or stream instead of holding everything in memory.
32

Returning an entity from a REST API causes infinite recursion in JSON. Why, and how do you fix it?

JPA and HibernateMedium
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Bidirectional relationships, such as Order having items and each item referencing its order, make Jackson serialise back and forth endlessly, leading to StackOverflowError. The cleanest fix is to return DTOs instead of entities, so you control exactly what is exposed. Quick fixes include @JsonManagedReference with @JsonBackReference or @JsonIgnore on one side. DTOs also stop lazy loading during serialisation and avoid leaking internal fields.
33

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

Collections and StreamsEasy
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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.
34

How does HashMap work internally?

Collections and StreamsMedium
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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.
35

Write a Java method to check whether a string is a palindrome, ignoring case and spaces.

Core JavaEasy
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static boolean isPalindrome(String s) { String clean = s.replaceAll("\\s+", "").toLowerCase(); int i = 0, j = clean.length() - 1; while (i < j) { if (clean.charAt(i++) != clean.charAt(j--)) { return false; } } return true; } // Two pointers give O(n) time and O(n) space for the cleaned copy. // isPalindrome("Nurses Run") returns true.
36

What are fail-fast and fail-safe iterators?

Collections and StreamsMedium
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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.

Companies with offices in Kolkata (2)

IT services

Wipro

Java Full Stack with React interview questions

  • 30 questions
  • 4 rounds

Bengaluru, Hyderabad, Pune +2

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IT services

Cognizant

Java Full Stack with React interview questions

  • 30 questions
  • 4 rounds

Chennai, Bengaluru, Pune +2

View questions

Frequently asked questions

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

Companies with large offices in Kolkata include Wipro, Cognizant. Use their company pages below to practise employer-specific sets.

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

The questions depend more on the company than the city. Kolkata's mix of employers decides the style: Many openings are with service companies and their delivery centres, with a focus on strong fundamentals

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

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

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