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200+ Deloitte Consultant Interview Questions and Answers

Updated 7 Mar 2025

Q101. What are webhooks in shopify?

Ans.

Webhooks in Shopify are notifications sent to a URL when certain events occur in a store.

  • Webhooks allow apps to receive real-time data about events in a Shopify store

  • Developers can use webhooks to automate tasks or trigger actions based on specific events

  • Examples of events that can trigger webhooks include order creation, product updates, and customer registration

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Q102. What is the ticketing tool used in your project

Ans.

The ticketing tool used in our project is JIRA.

  • JIRA is a popular project management tool used for issue tracking and agile project management.

  • It allows for creating, tracking, and managing tasks and issues throughout the project lifecycle.

  • Users can prioritize, assign, and track progress of tasks using JIRA.

  • JIRA also offers customizable workflows and reporting features for better project management.

  • Example: We use JIRA to create and track user stories, bugs, and tasks in our s...read more

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Deloitte Consultant Interview Questions and Answers for Freshers
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Q103. New technology in the field of semiconductor industry?

Ans.

The semiconductor industry is constantly evolving with new technologies such as AI, IoT, and 5G driving innovation.

  • AI is being used to improve chip design and manufacturing processes

  • IoT is driving demand for low-power and high-performance chips

  • 5G is increasing demand for high-speed and low-latency chips

  • Emerging technologies such as quantum computing and neuromorphic computing are being explored for future applications

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Q104. What is EDR? Explain its working.

Ans.

EDR stands for Endpoint Detection and Response. It is a cybersecurity technology that detects and responds to threats on endpoints.

  • EDR monitors endpoint activity for suspicious behavior

  • It uses machine learning and behavioral analysis to identify threats

  • EDR can isolate infected endpoints and contain the threat

  • Examples of EDR solutions include CrowdStrike, Carbon Black, and SentinelOne

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Q105. Write a program to sort an array, half in ascending and half in descending

Ans.

Program to sort an array, half ascending and half descending

  • Split the array into two halves

  • Sort the first half in ascending order and the second half in descending order

  • Merge the two sorted halves back together

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Q106. How to implement SQS and SNS in AWS cloud

Ans.

Implementing SQS and SNS in AWS cloud involves creating queues and topics, setting up permissions, and configuring subscriptions.

  • Create an SQS queue and configure its settings

  • Create an SNS topic and configure its settings

  • Set up permissions to allow SQS to send messages to SNS

  • Configure subscriptions to connect the SQS queue to the SNS topic

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Q107. How is EPM different from EEPM?

Ans.

EPM stands for Enterprise Performance Management, while EEPM stands for Extended Enterprise Performance Management.

  • EPM focuses on managing and improving the performance of an entire organization.

  • EEPM extends the scope of EPM to include external stakeholders such as suppliers, partners, and customers.

  • EPM typically involves financial planning, budgeting, forecasting, and reporting.

  • EEPM goes beyond financial aspects and includes collaboration, data sharing, and performance monit...read more

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Q108. Estimate the number of stalled Real Estate Projects in Mumbai.

Ans.

It is difficult to estimate the exact number of stalled real estate projects in Mumbai without available data.

  • The number of stalled real estate projects in Mumbai can vary depending on various factors such as economic conditions, government policies, and market demand.

  • Data on stalled real estate projects may be available from government agencies, real estate developers, or industry reports.

  • Factors contributing to stalled projects can include financial issues, legal disputes, ...read more

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Q109. Can you summarise the case for me?

Ans.

The case involves summarizing a consulting project.

  • The interviewer is asking for a concise overview of the case.

  • The answer should provide a high-level summary of the project.

  • Examples and specific details can be included to support the summary.

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Q110. Are you aware of the DevOps cycle?

Ans.

Yes, DevOps cycle is a continuous process of development, testing, deployment, and monitoring of software applications.

  • DevOps cycle involves collaboration between development and operations teams

  • It aims to deliver high-quality software applications at a faster pace

  • It includes continuous integration, continuous delivery, and continuous deployment

  • Tools like Jenkins, Git, Docker, and Kubernetes are commonly used in DevOps cycle

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Q111. What all deliverables a BA can have?

Ans.

A BA can have various deliverables depending on the project and organization.

  • Requirements documents

  • Use cases

  • Process flows

  • Data models

  • Test plans

  • User manuals

  • Training materials

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Q112. What do you know about our cloud offferings.

Ans.

Your cloud offerings include a range of services such as infrastructure as a service (IaaS), platform as a service (PaaS), and software as a service (SaaS).

  • Infrastructure as a Service (IaaS) - Provides virtualized computing resources over the internet.

  • Platform as a Service (PaaS) - Offers a platform allowing customers to develop, run, and manage applications without the complexity of building and maintaining the infrastructure.

  • Software as a Service (SaaS) - Delivers software ...read more

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Q113. What is DI in C#? Give real project examples

Ans.

DI in C# stands for Dependency Injection, a design pattern used to increase code reusability and maintainability.

  • DI allows for loosely coupled components by injecting dependencies from external sources.

  • Examples include injecting database connections, logging services, and configuration settings into classes.

  • DI containers like Autofac, Unity, and Ninject are commonly used in C# projects.

  • DI helps in unit testing by easily swapping out dependencies with mock objects.

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Q114. How you handled a complicated technical issue?

Ans.

I resolved a complicated technical issue by breaking it down into smaller parts, researching possible solutions, and collaborating with team members.

  • Identified the root cause of the issue

  • Researched possible solutions

  • Collaborated with team members to brainstorm ideas

  • Implemented and tested the solution

  • Documented the resolution for future reference

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Q115. With how much sample size you have worked?

Ans.

I have worked with sample sizes ranging from small pilot studies to large-scale surveys.

  • Worked with small sample sizes in pilot studies to test feasibility and gather initial data

  • Conducted surveys with large sample sizes to ensure statistical significance

  • Used various sampling techniques such as random sampling, stratified sampling, and convenience sampling

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Q116. What will you bring to Deloitte?

Ans.

I will bring a unique combination of analytical skills, creativity, and a passion for problem-solving to Deloitte.

  • Strong analytical skills to identify and solve complex problems

  • Creative thinking to develop innovative solutions

  • Passion for problem-solving to deliver high-quality results

  • Ability to work collaboratively with diverse teams

  • Experience in project management and client engagement

  • Continuous learning and development mindset to stay ahead of industry trends

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Q117. Pyspark - find the products with 3 consecutive years sales

Ans.

Use window function to find products with 3 consecutive years sales in Pyspark

  • Use window function to partition by product and order by year

  • Filter the results where the count of consecutive years is 3

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Q118. Explain the structure of microservices architecture

Ans.

Microservices architecture is a design approach where an application is composed of small, independent services that communicate with each other.

  • Each service is responsible for a specific function or feature

  • Services are loosely coupled and can be developed, deployed, and scaled independently

  • Communication between services is typically done through APIs

  • Each service can be developed using different technologies or programming languages

  • Microservices architecture promotes flexibil...read more

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Q119. Microservices design pattern and distributed transaction.

Ans.

Microservices use distributed transactions to maintain data consistency across multiple services.

  • Microservices architecture breaks down applications into smaller, independent services.

  • Distributed transactions ensure data consistency across multiple services.

  • Two-phase commit protocol is commonly used for distributed transactions.

  • Saga pattern is an alternative to two-phase commit for long-running transactions.

  • Choreography-based saga and orchestration-based saga are two types of...read more

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Q120. Dijkstra algorithm for me but for others sorting algos

Ans.

Dijkstra algorithm is for shortest path, other sorting algos are for arranging data in a specific order.

  • Dijkstra algorithm is used to find the shortest path between nodes in a graph.

  • Other sorting algorithms like Bubble Sort, Merge Sort, and Quick Sort are used to arrange data in a specific order.

  • Sorting algorithms have different time complexities and best use cases depending on the size and nature of the data.

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Q121. Walk me through the case study.

Ans.

The case study involves analyzing a business problem and providing recommendations.

  • Identify the key issues and objectives of the case study

  • Analyze the available data and information

  • Develop a framework or approach to solve the problem

  • Apply relevant analytical tools and techniques

  • Generate insights and recommendations based on the analysis

  • Consider potential risks and limitations

  • Present findings and recommendations in a structured manner

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Q122. Estimate the market demand for iPhone 12 in India.

Ans.

The market demand for iPhone 12 in India can be estimated based on factors such as brand popularity, consumer preferences, and pricing.

  • Consider the brand popularity of Apple and its previous iPhone models in India.

  • Analyze consumer preferences for premium smartphones and their willingness to upgrade.

  • Evaluate the pricing strategy of iPhone 12 and its competitiveness in the Indian market.

  • Take into account the overall economic conditions and purchasing power of the target market....read more

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Q123. Current scenario in the Construction and Infrastructure Industry.

Ans.

Construction and infrastructure industry is facing challenges due to COVID-19 pandemic and economic slowdown.

  • COVID-19 pandemic has disrupted supply chains and caused delays in project timelines.

  • Economic slowdown has led to reduced investments in new projects.

  • Remote work and social distancing measures have impacted on-site work and productivity.

  • Increased focus on sustainability and green infrastructure.

  • Adoption of new technologies such as Building Information Modeling (BIM) an...read more

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Q124. Case - Insurance companies running losses.

Ans.

Insurance companies running losses

  • Insurance companies may run losses due to high claim payouts

  • Increasing competition in the insurance market can lead to lower premium rates and reduced profitability

  • Inadequate risk assessment and underwriting practices can result in higher losses

  • Catastrophic events such as natural disasters can cause significant financial strain on insurance companies

  • Poor investment performance can also contribute to losses for insurance companies

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Q125. What is Risk and Internal Audit?

Ans.

Risk and Internal Audit are processes used by organizations to identify, assess, and mitigate potential risks to achieve business objectives.

  • Risk management involves identifying potential risks, assessing their impact and likelihood, and implementing strategies to mitigate or manage them.

  • Internal audit is an independent, objective assurance and consulting activity designed to add value and improve an organization's operations.

  • Internal auditors assess the effectiveness of risk...read more

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Q126. Difference between USE CASE & USER STORIES.

Ans.

Use cases are detailed descriptions of system behavior while user stories are brief descriptions of user needs.

  • Use cases describe the steps a user takes to achieve a goal with the system

  • User stories describe a user's need or requirement in a simple, concise format

  • Use cases are more detailed and comprehensive than user stories

  • Use cases are often used in traditional software development while user stories are commonly used in agile development

  • Example of a use case: 'As a custom...read more

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Q127. Different between where and having in sql

Ans.

WHERE is used to filter rows based on a condition, while HAVING is used to filter groups based on a condition in SQL.

  • WHERE is used with SELECT, UPDATE, DELETE statements to filter rows based on a condition.

  • HAVING is used with SELECT statement to filter groups based on a condition.

  • WHERE is applied before data is grouped, while HAVING is applied after data is grouped.

  • Example: SELECT * FROM table_name WHERE column_name = 'value';

  • Example: SELECT column_name, COUNT(*) FROM table_n...read more

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Q128. Tell about your self, Explain test automation framework of your project

Ans.

I am a seasoned consultant with expertise in test automation frameworks. Our project utilizes a hybrid framework combining keyword-driven and data-driven approaches.

  • Our test automation framework is designed to be scalable and maintainable, allowing for easy addition of new test cases.

  • We use a combination of Selenium WebDriver for web application testing and Appium for mobile application testing.

  • The framework includes reusable functions and libraries to reduce duplication of c...read more

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Q129. Explain the PTP cycle with FI entries and SAP tables.

Ans.

PTP cycle involves procurement of goods/services, receipt of goods/services, and payment to vendor.

  • Purchase requisition is created in SAP MM module

  • Purchase order is created and sent to vendor

  • Goods receipt is posted in SAP MM module

  • Invoice receipt is posted in SAP MM module

  • FI entries are created for vendor account and expense account

  • SAP tables involved are EKPO, EKKO, MSEG, MKPF, RBKP, BKPF

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Q130. Write program to check string is palindrom

Ans.

Program to check if a string is a palindrome

  • Create a function that takes a string as input

  • Remove all non-alphanumeric characters and convert to lowercase

  • Compare the string with its reverse to check if it's a palindrome

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Q131. query for count employee in each department

Ans.

Query to count employees in each department

  • Use SQL query with GROUP BY clause on department column

  • Count the number of employees in each department

  • Retrieve the department name and the count of employees

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Q132. Do SWOT analysis of your company.

Ans.

SWOT analysis of our company reveals strengths in brand recognition and customer loyalty, weaknesses in limited product offerings, opportunities in expanding into new markets, and threats from increasing competition.

  • Strengths: strong brand recognition, high customer loyalty, experienced management team

  • Weaknesses: limited product offerings, lack of diversification, dependence on a few key suppliers

  • Opportunities: expanding into new markets, developing new products, strategic pa...read more

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Q133. Difference bw montolithic and microservice, Restful API

Ans.

Monolithic architecture is a single-tiered software application while microservices architecture is a collection of small, independent services. RESTful API is an architectural style for designing networked applications.

  • Monolithic architecture is a single, indivisible unit where all components are interconnected and interdependent.

  • Microservices architecture breaks down the application into smaller, independent services that can be developed, deployed, and scaled independently...read more

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Q134. is Gen AI possible to implement in place of ERP

Ans.

Gen AI cannot fully replace ERP due to different functionalities and purposes.

  • Gen AI focuses on artificial intelligence and personalized experiences, while ERP focuses on managing business processes and data.

  • ERP systems are essential for integrating various departments and functions within an organization, while Gen AI is more about enhancing customer experiences and decision-making processes.

  • While Gen AI can complement ERP systems by providing insights and recommendations, i...read more

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Q135. What is a static class and elaborate it?

Ans.

A static class is a class that cannot be instantiated and is used to group related methods and properties together.

  • Cannot be instantiated with the 'new' keyword

  • Can only contain static members (methods, properties)

  • Used for grouping related functionality together

  • Commonly used for utility classes with helper methods

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Q136. Explain Your current project data flow & architecture

Ans.

Our current project data flow involves collecting data from various sources, processing it through ETL pipelines, and storing it in a centralized data warehouse.

  • Data is collected from sources such as databases, APIs, and flat files

  • ETL pipelines are used to extract, transform, and load the data into the warehouse

  • Data is stored in a structured format for easy access and analysis

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Q137. 1) What is Tableau architecture?

Ans.

Tableau architecture is a multi-tiered system that includes a data source, Tableau Server, and Tableau Desktop.

  • Tableau architecture consists of three main components: data source, Tableau Server, and Tableau Desktop.

  • Data source can be a file, database, or cloud-based service.

  • Tableau Desktop is used to create visualizations and dashboards.

  • Tableau Server is used to share and collaborate on visualizations.

  • Tableau architecture is designed to be scalable and flexible.

  • Tableau also ...read more

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Q138. What is a hasmap and how does it work

Ans.

A hashmap is a data structure that stores key-value pairs and allows for efficient retrieval of values based on keys.

  • Hashmaps use a hashing function to map keys to indices in an array, where the values are stored.

  • They have constant time complexity for inserting, deleting, and retrieving elements.

  • Example: HashMap map = new HashMap<>(); map.put("key1", 1); int value = map.get("key1");

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Q139. What controls have you worked on

Ans.

I have worked on implementing financial controls in a corporate setting.

  • Implemented segregation of duties to prevent fraud

  • Developed approval processes for financial transactions

  • Established monitoring mechanisms to detect anomalies

  • Created documentation for control procedures

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Q140. What is Risk and control matrix

Ans.

Risk and control matrix is a tool used to identify, assess, and manage risks within an organization.

  • It outlines potential risks faced by the organization

  • It identifies existing controls in place to mitigate those risks

  • It helps in evaluating the effectiveness of the controls

  • It assists in prioritizing risks based on their impact and likelihood

  • It is commonly used in risk management and internal audit processes

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Q141. What is most important in testing

Ans.

Thoroughness and coverage of testing is most important.

  • Testing should cover all possible scenarios and edge cases.

  • Testing should be done at different levels (unit, integration, system, acceptance).

  • Testing should be automated wherever possible to increase efficiency.

  • Testing should be done continuously throughout the development process.

  • Testing should be documented and tracked for future reference.

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Q142. Benefits of Spring Boot over Spring?

Ans.

Spring Boot simplifies Spring application development by providing out-of-the-box features and reducing configuration.

  • Spring Boot reduces boilerplate code by providing default configurations for various components like embedded servers, logging, and security.

  • Spring Boot allows for easier deployment by packaging applications as standalone JAR files with embedded containers.

  • Spring Boot provides a range of starter dependencies to quickly set up common functionalities like web ap...read more

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Q143. Guesstimate – No of cars on road in Mumbai.

Ans.

There are approximately 2 million cars on the roads of Mumbai.

  • Mumbai has a population of over 20 million people.

  • Assuming a car ownership rate of 10%, there would be 2 million cars on the road.

  • This estimate may vary depending on factors such as public transportation availability and traffic congestion.

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Q144. How will you analysis Captial adequacy

Ans.

Capital adequacy analysis involves assessing a company's ability to meet its financial obligations.

  • Calculate the capital adequacy ratio by dividing a bank's capital by its risk-weighted assets.

  • Review the composition of a company's capital to ensure it meets regulatory requirements.

  • Assess the company's risk management practices to determine if they are adequate for maintaining capital levels.

  • Consider external factors such as economic conditions and industry trends that may imp...read more

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Q145. What is backlog ?

Ans.

Backlog refers to a list of tasks or work items that have not been completed yet.

  • Backlog is commonly used in agile software development methodologies.

  • It includes all the work items that are yet to be completed in a project.

  • The backlog is prioritized based on the importance of the work items.

  • New items can be added to the backlog as the project progresses.

  • Examples of backlog items include user stories, bugs, and technical tasks.

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Q146. Difference between Abstraction and Encapsulation

Ans.

Abstraction focuses on hiding the implementation details while encapsulation involves bundling the data and methods that operate on the data into a single unit.

  • Abstraction is about showing only the necessary details and hiding the unnecessary details. For example, a car dashboard abstracts the complex internal workings of the car and presents only the essential information to the driver.

  • Encapsulation involves wrapping the data (variables) and methods (functions) that operate ...read more

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Q147. New technologies in the field of manufacturing.

Ans.

New technologies are revolutionizing manufacturing, from automation to 3D printing.

  • Automation and robotics are increasing efficiency and reducing costs.

  • Additive manufacturing, such as 3D printing, is allowing for more customization and faster prototyping.

  • Artificial intelligence and machine learning are improving quality control and predictive maintenance.

  • Internet of Things (IoT) devices are enabling real-time monitoring and optimization of production processes.

  • Augmented and v...read more

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Q148. Why Deloitte? Explain in detail

Ans.

Deloitte is a global leader in consulting services, known for its innovative solutions and diverse client base.

  • Deloitte's reputation for excellence in consulting services

  • Global presence and diverse client base

  • Opportunities for professional growth and development

  • Innovative solutions and cutting-edge technology

  • Strong company culture and values

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Q149. 1. Explain Appium architecture?

Ans.

Appium architecture is a client-server model with Appium server as the mediator between the client and the mobile device.

  • Appium server acts as a bridge between the client and the mobile device

  • Client sends commands to the Appium server which then executes them on the mobile device

  • Appium server uses WebDriver protocol to interact with the mobile device

  • Appium architecture supports multiple platforms and languages

  • Appium server can be run on different machines than the client and ...read more

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Q150. BIP VS OTBI difference

Ans.

BIP is for operational reporting, OTBI is for ad-hoc analysis

  • BIP (Business Intelligence Publisher) is used for operational reporting, providing pre-built reports and templates

  • OTBI (Oracle Transactional Business Intelligence) is used for ad-hoc analysis, allowing users to create their own reports and dashboards

  • BIP is more structured and suited for scheduled, repeatable reports, while OTBI is more flexible and suited for on-the-fly analysis

  • Example: BIP can be used to generate m...read more

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Q151. What is Zero sprint. ?

Ans.

Zero sprint is a sprint where no new features are added, only bugs are fixed.

  • Zero sprint is also known as a hardening sprint.

  • It is usually the last sprint before the release of a product.

  • The focus is on fixing bugs and improving the quality of the product.

  • No new features are added during this sprint.

  • Examples of bugs that may be fixed include performance issues, security vulnerabilities, and usability problems.

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Q152. Difference between collections and streams

Ans.

Collections are in-memory data structures while streams are a sequence of elements that can be processed on-demand.

  • Collections are used to store and manipulate data in memory while streams are used to process data on-the-fly.

  • Collections can be modified while streams are immutable.

  • Collections can be traversed multiple times while streams can only be traversed once.

  • Collections are eager while streams are lazy.

  • Examples of collections include lists, sets, and maps while examples ...read more

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Q153. What do you know of SAP PM

Ans.

SAP PM is a module in SAP ERP that deals with maintenance management.

  • SAP PM stands for Plant Maintenance

  • It helps in managing maintenance activities such as inspections, repairs, and preventive maintenance

  • It integrates with other SAP modules such as MM, SD, and FI

  • It provides features such as work order management, equipment management, and maintenance planning

  • It can be customized to meet specific business requirements

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Q154. 3. Explain iOS provisioning profiles

Ans.

iOS provisioning profiles are used to distribute and install apps on iOS devices.

  • Provisioning profiles contain information about the app and the devices it can be installed on.

  • They are created and managed in the Apple Developer portal.

  • There are different types of provisioning profiles, such as development, distribution, and enterprise.

  • Provisioning profiles must be installed on the device before the app can be installed.

  • They have an expiration date and must be renewed periodic...read more

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Q155. Explain the steps of P2P Process

Ans.

P2P process involves requisition, approval, purchase order creation, goods receipt, invoice receipt, and payment.

  • Requisition: Request for goods or services is made by the requester.

  • Approval: Requisition is approved by the appropriate authority.

  • Purchase Order Creation: Purchase order is created based on the approved requisition.

  • Goods Receipt: Goods or services are received and acknowledged.

  • Invoice Receipt: Supplier sends an invoice for the goods or services provided.

  • Payment: P...read more

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Q156. MDM use cades and real world implementations

Ans.

MDM (Master Data Management) is used in various industries for managing and integrating data from multiple sources.

  • MDM helps organizations maintain a single, accurate, and consistent view of their data across different systems and applications.

  • In healthcare, MDM can be used to ensure accurate patient records and facilitate interoperability between different healthcare providers.

  • In retail, MDM can help manage product information, pricing, and inventory across multiple channels...read more

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Q157. Write js searchinf sorting on a array of object

Ans.

Sorting and searching an array of objects in JavaScript

  • Use the Array.sort() method to sort the array based on a specific property of the objects

  • Use the Array.filter() method to search for objects that meet certain criteria

  • Use the Array.findIndex() method to find the index of a specific object in the array

  • Use the Array.find() method to find the first object that meets certain criteria

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Q158. How routing works in react

Ans.

React routing allows for navigation between different components in a single-page application.

  • React Router is a popular library for handling routing in React applications

  • Routes are defined using <Route> components and nested within a <Router> component

  • Navigation between routes is typically done using <Link> components or programmatic navigation with history object

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Q159. What is list and array list.?

Ans.

A list is a collection of elements in a specific order, while an array list is a resizable array implementation of the List interface in Java.

  • List: Collection of elements in a specific order.

  • ArrayList: Resizable array implementation of the List interface in Java.

  • Example: List names = new ArrayList();

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Q160. Estimate the market size for EV in India/ U.

Ans.

The market size for EV in India/ U is estimated to be significant due to increasing government support and growing consumer demand.

  • Government initiatives such as subsidies and tax incentives are driving the adoption of EVs.

  • Rising fuel prices and environmental concerns are motivating consumers to switch to electric vehicles.

  • Major automakers are investing in EV manufacturing facilities and launching new electric models.

  • Infrastructure development for charging stations is expandi...read more

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Q161. Explain Automation Framework

Ans.

Automation framework is a set of guidelines, best practices, and tools used to automate testing of software applications.

  • Automation framework provides structure and organization to automated tests

  • It helps in reducing maintenance efforts and increasing reusability of test scripts

  • Different types of automation frameworks include data-driven, keyword-driven, and hybrid frameworks

  • Examples of automation framework tools include Selenium, Appium, and Robot Framework

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Q162. Module details and experience on functional design

Ans.

I have extensive experience in designing functional modules for various projects.

  • Developed detailed module specifications based on client requirements

  • Collaborated with cross-functional teams to ensure seamless integration of modules

  • Implemented best practices for efficient and scalable module design

  • Performed thorough testing to validate functionality and identify any issues

  • Experience with tools like UML, ER diagrams, and flowcharts

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Q163. Do you know solution manager

Ans.

Yes, Solution Manager is a software tool used for managing SAP systems.

  • Solution Manager provides functionalities such as system monitoring, issue tracking, and change management.

  • It helps in managing the entire lifecycle of SAP applications.

  • It also provides a central repository for documentation and knowledge management.

  • Examples of Solution Manager functionalities include SAP EarlyWatch Alert, Business Process Operations, and Test Suite.

  • It is an essential tool for SAP system a...read more

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Q164. Optimizations in Spark

Ans.

Optimizations in Spark involve tuning configurations, using efficient transformations, and leveraging caching.

  • Tune configurations like adjusting memory allocation and parallelism settings

  • Use efficient transformations like map, filter, and reduceByKey to minimize shuffling

  • Leverage caching to store intermediate results in memory for faster access

  • Optimize data partitioning to distribute workload evenly across nodes

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Q165. 1. Explain any project implementation end to end

Ans.

Implemented a CRM system for a retail company from planning to go-live

  • Gathered requirements from stakeholders

  • Designed the system architecture and database schema

  • Developed and tested the CRM system

  • Trained end users and provided support during the transition

  • Successfully deployed the CRM system and monitored its performance

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Q166. 1. Framework explanation

Ans.

A framework is a set of guidelines or rules that provide structure and support for solving a problem or completing a task.

  • A framework provides a structured approach to problem-solving.

  • It helps in organizing and prioritizing tasks.

  • Frameworks can be used in various fields such as software development, project management, and strategic planning.

  • Examples of frameworks include Agile, Scrum, and Six Sigma.

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Q167. Explain SAP SD order to cash cycle

Ans.

SAP SD order to cash cycle involves the entire process from receiving a customer order to receiving payment.

  • The cycle starts with receiving a sales order from the customer

  • The order is then processed and the goods are delivered to the customer

  • An invoice is generated and sent to the customer

  • The customer makes the payment and the payment is recorded in the system

  • The cycle ends with the payment being received and recorded

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Q168. How to export Apexcodecoverage

Ans.

To export Apex code coverage, use the Salesforce Developer Console or a third-party tool.

  • Open the Developer Console and navigate to the 'Tests' tab.

  • Select the classes you want to export coverage for and click 'Export' in the 'Code Coverage' section.

  • Alternatively, use a third-party tool like Illuminated Cloud or Gearset to export coverage data.

  • Coverage data can be exported in various formats, including CSV and XML.

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Q169. Annotations used in CDS?

Ans.

Annotations are used in CDS to define metadata and behavior of entities and fields.

  • Annotations are defined using the @ symbol followed by the annotation name

  • Annotations can be used to define metadata such as labels, descriptions, and visibility

  • Annotations can also be used to define behavior such as validation rules and default values

  • Examples of annotations include @Label, @Description, @Validation.rule, and @Default

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Q170. How to conduct Audit?

Ans.

Conducting an audit involves planning, gathering evidence, evaluating findings, and reporting results.

  • Plan the audit by defining objectives, scope, and criteria.

  • Gather evidence through interviews, document review, and observation.

  • Evaluate findings by comparing evidence to criteria and identifying discrepancies.

  • Report results by documenting findings, conclusions, and recommendations.

  • Follow up on any corrective actions taken based on audit findings.

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Q171. What is DenseRank and Partition

Ans.

DenseRank is a function in SQL that assigns a rank to each row within a partition of a result set.

  • DenseRank is used to assign a unique rank to each row within a partition, with no gaps in the ranking.

  • It is similar to the Rank function, but it does not skip ranks when there are ties.

  • Partitions are used to divide the result set into smaller groups, and DenseRank is applied within each partition.

  • For example, if you have a table of students with scores, you can use DenseRank to a...read more

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Q172. What is load testing?

Ans.

Load testing is a type of performance testing that checks how a system handles a high volume of users or transactions.

  • It helps identify bottlenecks and performance issues

  • It involves simulating real-world scenarios to test the system's capacity

  • Load testing can be done using tools like JMeter, LoadRunner, etc.

  • Examples include testing a website's response time with multiple users or testing a database's ability to handle a large number of queries

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Q173. What do you know about Agile ?

Ans.

Agile is a project management methodology that emphasizes flexibility, collaboration, and iterative development.

  • Agile focuses on delivering value to customers through continuous collaboration and feedback.

  • It involves breaking down projects into smaller, manageable tasks called sprints.

  • Teams work in short iterations, adapting to changes and feedback quickly.

  • Common Agile frameworks include Scrum, Kanban, and Extreme Programming (XP).

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Q174. Cardinality in Odata and CDS?

Ans.

Cardinality defines the relationship between entities in OData and CDS.

  • Cardinality in OData is defined using navigation properties and can be one-to-one, one-to-many, or many-to-many.

  • In CDS, cardinality is defined using associations and can be one-to-one, one-to-many, or many-to-many.

  • Cardinality can be specified using symbols such as *, 1, or n.

  • For example, a one-to-many relationship between a customer and their orders would have a cardinality of 1:n.

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Q175. String Buffer vs String Builder

Ans.

String Buffer is synchronized and thread-safe, while String Builder is not synchronized.

  • String Buffer is slower due to synchronization, while String Builder is faster.

  • String Builder should be used in single-threaded scenarios for better performance.

  • String Buffer should be used in multi-threaded scenarios to ensure thread safety.

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Q176. Write a program for Factorial in java

Ans.

A program to calculate factorial of a number in Java

  • Create a function that takes an integer as input

  • Use a loop to multiply the number with decreasing values until 1

  • Handle edge cases like 0 and negative numbers

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Q177. What is Agile methodology

Ans.

Agile methodology is a project management approach that emphasizes flexibility, collaboration, and incremental progress.

  • Agile focuses on delivering value to customers through iterative development cycles.

  • It promotes adaptive planning, evolutionary development, early delivery, and continuous improvement.

  • Key principles include customer satisfaction, welcoming changing requirements, frequent delivery of working software, and collaboration between stakeholders.

  • Popular Agile frame...read more

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Q178. Difference between procedure and functions

Ans.

Procedures perform actions without returning values; functions return values and can be used in expressions.

  • Procedures are called for their side effects, e.g., updating a database.

  • Functions return a value and can be used in expressions, e.g., calculating a sum.

  • Procedures do not return a value, while functions must return a value.

  • In programming, procedures are often referred to as 'subroutines' or 'methods'.

  • Example of a procedure: 'UPDATE Employee SET Salary = 50000 WHERE ID =...read more

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Q179. Diff between arrays &amp; struct big query

Ans.

Arrays store multiple values of the same data type in a sequential manner, while structs store multiple values of different data types in a single entity.

  • Arrays are homogeneous collections of elements, while structs are heterogeneous collections.

  • Arrays are accessed using indices, while structs are accessed using named fields.

  • Example: Array - int[] numbers = {1, 2, 3}; Struct - struct Person { string name; int age; }

  • Arrays have a fixed size, while structs can have variable siz...read more

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Q180. Describe the OOPS concept in detail

Ans.

OOPS is a programming paradigm based on the concept of objects that interact with each other to perform tasks.

  • OOPS stands for Object-Oriented Programming System

  • It focuses on encapsulation, inheritance, and polymorphism

  • Encapsulation is the process of hiding data and methods within a class

  • Inheritance allows a class to inherit properties and methods from another class

  • Polymorphism allows objects to take on multiple forms or behaviors

  • Example: A car object can have properties like ...read more

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Q181. Different types of exceptions in .NET

Ans.

Different types of exceptions in .NET

  • SystemException: Base class for all exceptions thrown by the CLR

  • ApplicationException: Base class for all user-defined exceptions

  • ArgumentException: Thrown when an argument is null or invalid

  • ArgumentNullException: Thrown when an argument is null

  • ArgumentOutOfRangeException: Thrown when an argument is out of range

  • DivideByZeroException: Thrown when attempting to divide by zero

  • FileNotFoundException: Thrown when a file is not found

  • FormatException...read more

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Q182. Write an algorithm to check palindrome

Ans.

Algorithm to check if a string is a palindrome

  • Create a function that takes a string as input

  • Remove all non-alphanumeric characters and convert to lowercase

  • Compare the string with its reverse to check if it's a palindrome

  • Return true if it's a palindrome, false otherwise

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Q183. In depth working of SIEM

Ans.

SIEM is a security solution that collects and analyzes security events from various sources to detect and respond to threats.

  • SIEM stands for Security Information and Event Management

  • It collects and aggregates security data from various sources such as firewalls, intrusion detection systems, and antivirus software

  • It uses correlation rules and machine learning algorithms to identify patterns and anomalies in the data

  • SIEM provides real-time alerts and reports to security analyst...read more

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Q184. Contract between equals and hashcode

Ans.

Contract between equals and hashcode

  • Equals method should be consistent with hashcode method

  • If two objects are equal, their hashcodes should be equal

  • If two objects have the same hashcode, they may or may not be equal

  • Implementing equals and hashcode is important for using objects in collections

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Q185. BUSINESS FACTORS IMPACTINF ANY INDUSTRY

Ans.

Business factors affecting any industry include economic conditions, competition, technology, and government regulations.

  • Economic conditions such as inflation, recession, and interest rates can impact the industry's growth and profitability.

  • Competition from existing and new players can affect market share and pricing strategies.

  • Technology advancements can disrupt traditional business models and create new opportunities.

  • Government regulations such as taxes, tariffs, and trade ...read more

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Q186. How to handle project pressure

Ans.

Handling project pressure requires effective time management, communication, delegation, and stress management.

  • Prioritize tasks based on deadlines and importance

  • Communicate with team members and stakeholders about challenges and progress

  • Delegate tasks to team members based on their strengths and workload

  • Practice stress management techniques such as deep breathing or taking short breaks

  • Seek support from mentors or colleagues for guidance and advice

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Q187. MDM tools types uses and maany kore

Ans.

MDM tools are used for managing and governing master data across an organization.

  • MDM tools help in creating a single, reliable source of master data.

  • They enable data integration and synchronization across multiple systems.

  • MDM tools provide data quality management and data governance capabilities.

  • Examples of MDM tools include Informatica MDM, IBM InfoSphere MDM, and SAP Master Data Governance.

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Q188. What is Sorting algorithm?

Ans.

Sorting algorithm is a method to arrange elements in a specific order.

  • Sorting algorithms are used to rearrange elements in a list or array in a specific order.

  • Common sorting algorithms include Bubble Sort, Merge Sort, Quick Sort, and Selection Sort.

  • The efficiency of a sorting algorithm is measured by its time complexity and space complexity.

  • Sorting algorithms can be stable or unstable, depending on how they handle equal elements.

  • Sorting algorithms can be comparison-based or n...read more

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Q189. Difference between procedure and function

Ans.

A procedure is a set of instructions that performs a specific task, while a function returns a value after performing a specific task.

  • Procedures do not return values, while functions do

  • Functions can be used in expressions, while procedures cannot

  • Functions can have parameters passed to them, while procedures can have both parameters and arguments passed to them

  • Examples of functions include mathematical operations like addition and subtraction, while examples of procedures incl...read more

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Q190. Do you know tool ALM

Ans.

Yes, ALM stands for Application Lifecycle Management.

  • ALM is a set of processes and tools used to manage the entire lifecycle of an application.

  • It includes requirements management, design, development, testing, deployment, and maintenance.

  • Examples of ALM tools include Microsoft Visual Studio Team Services, IBM Rational Team Concert, and HP Application Lifecycle Management.

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Q191. Explain Contract Life Cycle Management

Ans.

Contract Life Cycle Management involves managing contracts from initiation to execution to ensure compliance and maximize value.

  • Involves drafting, negotiating, and finalizing contracts

  • Ensures compliance with terms and conditions throughout the contract duration

  • Tracks key milestones and deadlines

  • Manages contract amendments and renewals

  • Optimizes contract performance and value

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Q192. Projecting timeline adjustments

Ans.

Adjusting project timelines requires careful analysis and communication.

  • Evaluate the reasons for the timeline adjustment

  • Communicate changes to stakeholders promptly

  • Reassess resources and deadlines accordingly

  • Consider potential impacts on other projects or deadlines

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Q193. Diff between union and union all.

Ans.

UNION combines the results of two or more SELECT statements, while UNION ALL combines all rows from the results of two or more SELECT statements.

  • UNION removes duplicate rows from the result set, while UNION ALL does not.

  • UNION is slower than UNION ALL because it performs a distinct operation, while UNION ALL simply combines the results.

  • Example: SELECT column1 FROM table1 UNION SELECT column1 FROM table2;

  • Example: SELECT column1 FROM table1 UNION ALL SELECT column1 FROM table2;

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Q194. Explain use case from automation

Ans.

Automation use case involves streamlining repetitive tasks using technology.

  • Automating data entry processes to save time and reduce errors

  • Automating software testing to improve efficiency and accuracy

  • Automating customer service responses to provide quick support

  • Automating inventory management to optimize supply chain

  • Automating email marketing campaigns to reach target audience effectively

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Q195. Sharing rules profiles

Ans.

Sharing rules profiles determine which records are shared with which users or groups.

  • Sharing rules profiles are used to extend access to records beyond the organization-wide defaults.

  • They can be based on criteria such as record owner, record type, or field values.

  • Profiles can be assigned to roles, public groups, or individual users.

  • Examples of sharing rules profiles include granting access to specific accounts for a sales team, or allowing HR to view sensitive employee data.

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Q196. Syntaxes of optimization techniques

Ans.

Optimization techniques involve various syntaxes for improving efficiency.

  • Gradient descent: update parameters in the opposite direction of the gradient of the loss function

  • Genetic algorithms: mimic the process of natural selection to find optimal solutions

  • Simulated annealing: probabilistic technique for approximating the global optimum of a given function

  • Linear programming: optimize a linear objective function subject to linear equality and inequality constraints

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Q197. Basic Pillars Explanation

Ans.

Basic pillars are fundamental principles or core values that guide decision-making and behavior.

  • Basic pillars serve as a foundation for an organization's culture and operations.

  • They help define the organization's identity and purpose.

  • Examples of basic pillars include integrity, teamwork, innovation, and customer focus.

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Q198. Hashmap in java and hiw use in selenium

Ans.

HashMap in Java is a data structure that stores key-value pairs. It can be used in Selenium for storing test data or managing elements.

  • HashMap in Java is a collection class that implements Map interface.

  • In Selenium, HashMap can be used to store test data like usernames and passwords.

  • HashMap can also be used to manage elements on a web page by storing locators as keys and corresponding web elements as values.

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Q199. java program on diamond pattern

Ans.

Java program to print a diamond pattern using loops

  • Use nested loops to print spaces and stars in a diamond pattern

  • Calculate the number of spaces and stars needed for each row

  • Adjust the number of spaces and stars based on the row number

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Q200. What is API gateway

Ans.

API gateway is a server that acts as an API front-end, receiving API requests, enforcing throttling and security policies, passing requests to the back-end service, and then passing the response back to the requester.

  • API gateway acts as a single entry point for all API requests

  • It can handle tasks like authentication, authorization, rate limiting, and caching

  • Examples of API gateways include Amazon API Gateway, Apigee, and Kong

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