36 practice questions with answers for Java interviews in Kochi.
Java jobs in Kochi
Kochi's Infopark and SmartCity host IT-services firms, product companies and start-ups, making it Kerala's largest tech job market along with Thiruvananthapuram. Testing and data roles are common in its service and product teams.
Below are 36 questions that match the mix of service, product and domain employers hiring java developers in Kochi.
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01
Your REST API returns stack traces to clients when errors happen. How do you design proper error handling?
Never expose stack traces; they leak internals. In Spring Boot use a @RestControllerAdvice with @ExceptionHandler methods that map domain exceptions to status codes, such as 404 for not found and 400 for validation. Return a consistent body, ideally RFC 7807 ProblemDetail, with a code, message and trace id. Log full details on the server with the same trace id.
Autoboxing is automatic conversion between a primitive and its wrapper, such as int to Integer, and unboxing is the reverse. A common pitfall is a NullPointerException when unboxing a null Integer. Another is comparing Integer objects with ==, which works only for cached values from -128 to 127. Boxing inside tight loops also creates extra garbage and slows code.
03
What is the difference between HashMap and ConcurrentHashMap?
HashMap is not thread safe; concurrent writes can lose data or corrupt the structure. ConcurrentHashMap supports full concurrency: reads are lock free and writes use CAS or lock a single bin, so threads rarely block each other. It does not allow null keys or values. It also provides atomic compound operations such as computeIfAbsent and merge, which avoid check-then-act races.
04
What is the contract between equals() and hashCode()?
If two objects are equal by equals(), they must return the same hashCode(). Unequal objects may share a hash code, but fewer collisions give better performance. If you override equals() but not hashCode(), HashMap and HashSet break: an equal key lands in a different bucket and cannot be found. Use the same fields in both methods, or use records, which generate both.
start() asks the JVM to create a new thread and then calls run() on that new thread, so the code executes concurrently. Calling run() directly is just a normal method call on the current thread, so no new thread is created. Calling start() twice on the same Thread throws IllegalThreadStateException.
06
A stream pipeline that updates a shared ArrayList in forEach gives random results with parallel(). Why?
ArrayList is not thread safe, and parallel streams run forEach on many threads, so additions race, get lost or throw exceptions. Side effects in streams are the problem. Replace forEach with collect(Collectors.toList()) or toList(), which handles merging per thread safely. Keep lambdas stateless and avoid modifying external state inside stream operations.
07
Write a Java solution for the Two Sum problem using a HashMap.
Store each number's index and look up its complement.
public int[] twoSum(int[] nums, int target) {
Map<Integer, Integer> seen = new HashMap<>();
for (int i = 0; i < nums.length; i++) {
Integer j = seen.get(target - nums[i]);
if (j != null) return new int[]{j, i};
seen.put(nums[i], i);
}
return new int[0];
}
One pass, O(n) time and O(n) space.
08
What is the difference between an abstract class and an interface in modern Java?
An abstract class can have state (instance fields), constructors and any access modifier, and a class can extend only one. An interface has no instance state but, since Java 8, can have default and static methods, and since Java 9 private methods; a class can implement many. Use an interface for a capability contract and an abstract class to share code and state among closely related classes.
09
How do you handle disagreement with a reviewer about your code?
Situation: a senior reviewer asked me to replace my checked exceptions with unchecked ones. Task: decide the right approach without conflict. Action: I asked for the reasons, read our codebase conventions and wrote a small comparison, then agreed because unchecked exceptions fit our global handler. Result: the change merged the same day and I learned to check team conventions before designing error handling.
10
Your application hangs and CPU is near zero. How do you find out why?
Low CPU with a hang suggests threads are blocked, often a deadlock or waiting on a slow resource. Take several thread dumps with jcmd pid Thread.print. The JVM reports detected deadlocks at the end of the dump. Otherwise look for many threads BLOCKED on the same lock or WAITING on a connection pool or socket read, then fix lock order, add timeouts or increase the pool.
11
Your Spring Boot service takes 40 seconds to start in Kubernetes and pods get killed. How do you fix it?
First set a startupProbe so Kubernetes waits for startup before liveness checks begin. Then reduce start time: remove unused starters, enable lazy initialisation where safe, avoid heavy work in @PostConstruct, give enough CPU at start and consider AppCDS. For very fast startup, a GraalVM native image built with Spring AOT can start in under a second, with some trade-offs.
12
You need to add a new payment method to a system that has a big if-else on payment type. How would you redesign it?
This breaks the Open/Closed principle. I would create a PaymentProcessor interface with a pay() method and one implementation per type, such as UpiProcessor and CardProcessor. A factory or a Spring map of beans keyed by type picks the right one. Adding a new method then means adding one new class without touching existing tested code, and each processor can be unit tested alone.
You can extend Thread and override run(), or implement Runnable or Callable and pass it to a Thread or an ExecutorService. Callable returns a result and can throw checked exceptions, giving a Future. Modern code rarely creates threads directly; it uses executors, CompletableFuture or, from Java 21, virtual threads with Thread.ofVirtual().start(task).
Constructor chaining is calling one constructor from another. this(...) calls another constructor in the same class and super(...) calls a parent class constructor; either must be the first statement. If you write neither, the compiler inserts super() automatically. Chaining avoids duplicate initialisation code, for example a no-arg constructor calling this("default", 0).
15
Two users booking the last seat both succeed. How do you prevent double booking?
This is a race between read and write. Use a database guarantee: a unique constraint on seat and show, an atomic conditional update like UPDATE seats SET status = 'BOOKED' WHERE id = ? AND status = 'FREE' and check the affected row count, or pessimistic locking with SELECT FOR UPDATE. Optimistic locking with a version column also works, retrying or failing the loser.
16
How does JWT based authentication work in a Spring Boot API?
After login, the auth server issues a signed JWT with claims like user id, roles and expiry. The client sends it in the Authorization: Bearer header. The API, configured as an OAuth2 resource server in Spring Security, verifies the signature with the public key, checks expiry and builds the security context, so no session is needed. Keep tokens short-lived and use refresh tokens for renewal.
17
Users get LazyInitializationException when the API returns an entity. What is happening?
The entity was loaded inside a transaction, the session closed, and then Jackson touched a lazy association outside it. Do not fix it by turning on open-session-in-view or making everything eager. Instead, map the entity to a DTO inside the service transaction and fetch needed associations explicitly with JOIN FETCH or an entity graph. Spring Boot logs a warning because open-in-view is on by default.
18
A getter returns an internal List and callers modify it, causing bugs. How do you fix this?
This breaks encapsulation. Return an unmodifiable view with Collections.unmodifiableList(list) or a copy with List.copyOf(list), so callers cannot change internal state. Also copy the list passed into the constructor or setter. If the class should be fully immutable, store List.copyOf in a final field. Expose specific methods like addItem() when controlled changes are needed.
The heap stores all objects and is shared by threads; it is managed by the garbage collector. Each thread has its own stack holding frames with local variables and partial results. Metaspace (native memory since Java 8) stores class metadata. There are also the program counter register and native method stacks. StackOverflowError comes from the stack and OutOfMemoryError usually from heap or metaspace.
20
What is a ClassLoader and what is the delegation model?
A ClassLoader loads .class files into the JVM. The main loaders are Bootstrap (core classes), Platform (formerly Extension) and Application (classpath). In the parent delegation model a loader first asks its parent to load a class and only loads it itself if the parent cannot. This prevents user code from replacing core classes like java.lang.String.
21
Print numbers 1 to 10 alternately from two threads (odd and even).
Use a shared lock with wait and notify.
class Printer {
int n = 1;
synchronized void print(boolean odd) throws InterruptedException {
while (n <= 10) {
if ((n % 2 == 1) == odd) {
System.out.println(Thread.currentThread().getName() + " " + n++);
notifyAll();
} else wait();
}
notifyAll();
}
}
Start one thread with print(true) and another with print(false).
22
When would you choose ArrayDeque over Stack and LinkedList?
Stack is a legacy synchronized class built on Vector, so it is slow and exposes index methods that break stack rules. LinkedList allocates a node per element. ArrayDeque is a resizable circular array with no per-element allocation, so push, pop, offer and poll are fast amortised O(1). Use ArrayDeque for both stacks and queues in single-threaded code; it does not accept null.
23
Your service throws OutOfMemoryError: Java heap space in production. How do you investigate?
First capture evidence: enable -XX:+HeapDumpOnOutOfMemoryError and check GC logs to see if heap grows steadily, which signals a leak, or spikes, which signals a large request. Analyse the heap dump in Eclipse MAT or VisualVM and look at the dominator tree for big retainers like static maps or caches. Fix the leak or bound the cache, then increase -Xmx only if the real workload needs it.
24
A query is fast in development but takes 8 seconds in production. How do you investigate?
Production has more data, so check the execution plan with EXPLAIN ANALYZE on production-like data. Look for full table scans, missing indexes on filter or join columns, functions on indexed columns and poor statistics. Check if Hibernate generates the SQL you expect. Add a suitable composite index, rewrite the query or paginate, and verify the plan improves before release.
25
You need to remove items from an ArrayList while looping over it. How do you do it safely?
Removing inside a for-each loop throws ConcurrentModificationException. Use list.removeIf(item -> item.isExpired()), which is clear and efficient. Alternatives are an explicit Iterator calling iterator.remove(), or looping backwards by index. For large lists removeIf is best because it shifts elements once instead of on every removal.
26
Why does Java not support multiple inheritance of classes?
Multiple inheritance of classes creates the diamond problem: if two parents have the same method with different code, the child cannot know which one to use, and state duplication becomes messy. Java avoids this by allowing one superclass but many interfaces. If two interfaces provide the same default method, the class must override it and can call a specific one with InterfaceName.super.method().
27
Write a custom unchecked exception and a Spring handler that returns HTTP 404.
Define the exception, then map it centrally.
public class NotFoundException extends RuntimeException {
public NotFoundException(String msg) { super(msg); }
}
@RestControllerAdvice
public class ApiErrors {
@ExceptionHandler(NotFoundException.class)
public ProblemDetail notFound(NotFoundException e) {
return ProblemDetail.forStatusAndDetail(
HttpStatus.NOT_FOUND, e.getMessage());
}
}
28
Which JVM flags would you set to start a production service with a 4 GB heap, G1 and a heap dump on OOM?
Situation: our order service crashed with OutOfMemoryError every few days. Task: find the root cause without long downtime. Action: I enabled heap dumps on OOM, analysed the dump in Eclipse MAT and found a static HashMap used as a cache that was never cleared. I replaced it with a bounded Caffeine cache with expiry and added a heap usage alert. Result: no crashes in six months and memory stayed flat.
30
Describe a time you had to learn a new technology quickly.
Situation: I joined a project using reactive Spring WebFlux with no prior experience. Task: contribute within two weeks. Action: I studied Project Reactor basics, built a small practice service, paired with a senior on my first ticket and kept notes on common operators. Result: I delivered my first feature in the second week and later wrote the team guide on avoiding blocking calls in reactive code.
31
Tell me about a time you improved performance by choosing a better data structure.
Situation: a report job matching 2 lakh transactions to customers took 40 minutes. Task: bring it under the 5 minute window. Action: profiling showed list.contains() inside a loop, which was O(n squared). I loaded customer ids into a HashSet and grouped transactions with a HashMap. Result: runtime dropped to 50 seconds and I shared the pattern in our team wiki.
32
A team member compares two Integer values with == and the check fails only for large numbers. Explain.
Integer.valueOf caches objects for values from -128 to 127, so autoboxed small numbers share the same object and == returns true. Larger values create new Integer objects, so == compares two different references and returns false. The fix is to use equals() or compare unboxed int values. Static analysis tools like SonarQube flag this pattern.
33
You need a cache that evicts the least recently used item when full. How would you build it in Java?
Extend LinkedHashMap with accessOrder set to true and override removeEldestEntry to return true when size exceeds capacity. Each get moves the entry to the end, so the eldest is the least recently used. It is not thread safe, so wrap it with synchronization for shared use. In production prefer Caffeine, which offers size and time based eviction with high concurrency.
Single Responsibility: a class has one reason to change. Open/Closed: open for extension, closed for modification. Liskov Substitution: subclasses must work wherever the parent is expected. Interface Segregation: prefer small, focused interfaces. Dependency Inversion: depend on abstractions, not concrete classes. Spring dependency injection is a practical example of dependency inversion.
35
Using streams, find the employee with the highest salary in each department.
Group by department with a maxBy downstream collector.
Map<String, Optional<Employee>> top = employees.stream()
.collect(Collectors.groupingBy(
Employee::department,
Collectors.maxBy(Comparator.comparingInt(Employee::salary))));
To get values without Optional, wrap with collectingAndThen(maxBy(...), Optional::get), which is safe because each group has at least one element.
36
A batch job inserting 1 lakh rows through JPA takes 30 minutes. How do you speed it up?
Enable JDBC batching with hibernate.jdbc.batch_size around 50 and order_inserts, and avoid IDENTITY id generation, which disables insert batching; use a SEQUENCE with a pooled optimizer. Flush and clear the EntityManager every batch so the persistence context does not grow. For very large loads use JdbcTemplate batchUpdate or the database bulk loader. This often cuts time to a minute or two.
Few big employers listed in Kochi?
Many Kochi candidates also apply to teams in Bangalore and to remote or hybrid roles. Practise the Bangalore set as well.
Companies with large offices in Kochi include many IT services and product firms. Use their company pages below to practise employer-specific sets.
Are Java interviews in Kochi different from other cities?
The questions depend more on the company than the city. Kochi's mix of employers decides the style: Testing and data roles are common in its service and product teams
How do I find Java jobs in Kochi?
Shortlist companies with Kochi offices, keep your CV focused on Java projects, apply on company career pages and job portals with the Kochi filter, and practise the questions on this page before each interview.