{"id":23675,"date":"2024-09-29T01:01:12","date_gmt":"2024-09-28T19:31:12","guid":{"rendered":"https:\/\/cloudsoftsol.com\/2026\/?p=23675"},"modified":"2024-10-16T07:30:30","modified_gmt":"2024-10-16T02:00:30","slug":"top-20-sdet-interview-questions","status":"publish","type":"post","link":"https:\/\/cloudsoftsol.com\/2026\/news\/top-20-sdet-interview-questions\/","title":{"rendered":"Top 20 SDET Interview questions"},"content":{"rendered":"\n<p>Here are some commonly asked interview questions for a <strong>Software Development Engineer in Test (SDET)<\/strong> role:<\/p>\n\n\n\n<p><strong>1. Programming Skills<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>What is the difference between == and equals() in Java?<\/strong><\/li>\n\n\n\n<li><strong>How do you reverse a string in Python\/Java?<\/strong><\/li>\n\n\n\n<li><strong>Explain the concept of polymorphism in Object-Oriented Programming.<\/strong><\/li>\n\n\n\n<li><strong>How do you find the first non-repeated character in a string?<\/strong><\/li>\n\n\n\n<li><strong>How do you handle exceptions in Java or any language of your choice?<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>2. Test Automation Frameworks<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>What are the components of a test automation framework?<\/strong><\/li>\n\n\n\n<li><strong>How do you set up a Selenium WebDriver project?<\/strong><\/li>\n\n\n\n<li><strong>What is Page Object Model (POM)? How is it implemented?<\/strong><\/li>\n\n\n\n<li><strong>Explain how you would structure a test suite using TestNG or JUnit.<\/strong><\/li>\n\n\n\n<li><strong>Have you used any CI\/CD tools like Jenkins to run automated tests? How do you integrate them?<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>3. API Testing<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>How do you test RESTful APIs?<\/strong><\/li>\n\n\n\n<li><strong>What are status codes in HTTP? Can you list the common ones?<\/strong><\/li>\n\n\n\n<li><strong>How do you validate the response of an API call?<\/strong><\/li>\n\n\n\n<li><strong>Which tools have you used for API testing (Postman, SoapUI, RestAssured)?<\/strong><\/li>\n\n\n\n<li><strong>What is the difference between SOAP and REST?<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>4. Performance and Load Testing<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>What is the difference between load testing and stress testing?<\/strong><\/li>\n\n\n\n<li><strong>Which tools have you used for performance testing (e.g., JMeter, LoadRunner)?<\/strong><\/li>\n\n\n\n<li><strong>How would you design a performance test for a web application?<\/strong><\/li>\n\n\n\n<li><strong>How do you handle test data for load testing?<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>5. Version Control and CI\/CD<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>What is Git? How do you use it?<\/strong><\/li>\n\n\n\n<li><strong>Explain the concept of branching and merging in Git.<\/strong><\/li>\n\n\n\n<li><strong>What are the differences between Git and SVN?<\/strong><\/li>\n\n\n\n<li><strong>How do you trigger automated tests using Jenkins?<\/strong><\/li>\n\n\n\n<li><strong>What is continuous integration, and how does it help in testing?<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>6. Manual Testing and QA Concepts<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>What are the different types of testing (unit, integration, system, etc.)?<\/strong><\/li>\n\n\n\n<li><strong>Explain boundary value analysis and equivalence partitioning.<\/strong><\/li>\n\n\n\n<li><strong>What is the difference between verification and validation?<\/strong><\/li>\n\n\n\n<li><strong>How do you write a test case? What are its components?<\/strong><\/li>\n\n\n\n<li><strong>What is a test plan? What should it include?<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>7. Databases<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>How do you write a query to find duplicate records in a database?<\/strong><\/li>\n\n\n\n<li><strong>What is a foreign key? How is it different from a primary key?<\/strong><\/li>\n\n\n\n<li><strong>How do you perform database testing?<\/strong><\/li>\n\n\n\n<li><strong>Can you explain normalization and denormalization?<\/strong><\/li>\n\n\n\n<li><strong>What SQL queries would you use to validate data?<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>8. Behavioral\/Scenario-Based Questions<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>How do you prioritize your testing tasks in a tight deadline scenario?<\/strong><\/li>\n\n\n\n<li><strong>Describe a challenging bug you found and how you approached it.<\/strong><\/li>\n\n\n\n<li><strong>How do you handle conflicts with developers when reporting bugs?<\/strong><\/li>\n\n\n\n<li><strong>Have you ever had to deal with flaky tests in automation? How did you resolve it?<\/strong><\/li>\n\n\n\n<li><strong>What is your approach to learning new tools or technologies quickly?<\/strong><\/li>\n<\/ul>\n\n\n\n<p>Here are some <strong>Microsoft SDET Engineer interview questions<\/strong> that focus on software testing, development, and automation skills:<\/p>\n\n\n\n<p><strong>1. Programming and Data Structures<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Write a function to find the longest palindrome in a given string.<\/strong><\/li>\n\n\n\n<li><strong>How do you reverse a linked list? Can you implement it in a given language (e.g., Java, Python, C++)?<\/strong><\/li>\n\n\n\n<li><strong>Explain how you would detect a cycle in a linked list.<\/strong><\/li>\n\n\n\n<li><strong>How do you implement a stack using two queues?<\/strong><\/li>\n\n\n\n<li><strong>Write a program to find the intersection of two arrays.<\/strong><\/li>\n\n\n\n<li><strong>What is the time complexity of quicksort? Can you explain how it works?<\/strong><\/li>\n\n\n\n<li><strong>Given an array of integers, find two numbers such that they add up to a specific target.<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>2. Automation and Testing Frameworks<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>What testing frameworks have you used, and how do they work (e.g., JUnit, TestNG, NUnit)?<\/strong><\/li>\n\n\n\n<li><strong>How do you handle synchronization in Selenium WebDriver?<\/strong><\/li>\n\n\n\n<li><strong>What is the purpose of TestNG annotations like @BeforeClass, @AfterClass, etc.?<\/strong><\/li>\n\n\n\n<li><strong>How would you design an automation framework for a complex web application?<\/strong><\/li>\n\n\n\n<li><strong>How would you handle browser compatibility testing in Selenium?<\/strong><\/li>\n\n\n\n<li><strong>What is Page Object Model (POM)? How do you implement it in a test automation project?<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>3. API Testing<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>How do you test REST APIs? Can you write a sample test for an API in Postman or RestAssured?<\/strong><\/li>\n\n\n\n<li><strong>What are common HTTP status codes, and what do they represent (e.g., 200, 400, 404, 500)?<\/strong><\/li>\n\n\n\n<li><strong>How would you validate the response from a REST API?<\/strong><\/li>\n\n\n\n<li><strong>What is the difference between SOAP and REST APIs?<\/strong><\/li>\n\n\n\n<li><strong>Can you explain how OAuth or token-based authentication works for APIs?<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>4. Manual Testing and Test Strategy<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>What are the different types of software testing (unit, integration, system, smoke, regression)?<\/strong><\/li>\n\n\n\n<li><strong>How would you approach testing a complex desktop application?<\/strong><\/li>\n\n\n\n<li><strong>How do you write effective test cases? What should they include?<\/strong><\/li>\n\n\n\n<li><strong>What is boundary value analysis, and how do you apply it in test case design?<\/strong><\/li>\n\n\n\n<li><strong>How do you ensure test coverage for a feature or a system?<\/strong><\/li>\n\n\n\n<li><strong>What is the difference between verification and validation in testing?<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>5. Problem-Solving and Algorithmic Thinking<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Given a matrix of size n x n, rotate it by 90 degrees in-place.<\/strong><\/li>\n\n\n\n<li><strong>How would you implement binary search? What is its time complexity?<\/strong><\/li>\n\n\n\n<li><strong>How would you solve the \u201cfizzbuzz\u201d problem in an optimized way?<\/strong><\/li>\n\n\n\n<li><strong>Write a function to find the maximum sum subarray using Kadane\u2019s algorithm.<\/strong><\/li>\n\n\n\n<li><strong>Explain the difference between depth-first search (DFS) and breadth-first search (BFS).<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>6. Database Testing<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>How do you test the integrity of a database system?<\/strong><\/li>\n\n\n\n<li><strong>Write an SQL query to find all employees who earn more than the average salary.<\/strong><\/li>\n\n\n\n<li><strong>How do you validate data in a database after an insert or update operation?<\/strong><\/li>\n\n\n\n<li><strong>What is database normalization, and why is it important?<\/strong><\/li>\n\n\n\n<li><strong>What are joins in SQL? Can you explain the difference between INNER JOIN, LEFT JOIN, and RIGHT JOIN?<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>7. Performance and Load Testing<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>How do you perform performance testing for a web application?<\/strong><\/li>\n\n\n\n<li><strong>What tools do you use for performance testing (e.g., JMeter, LoadRunner)?<\/strong><\/li>\n\n\n\n<li><strong>Explain the difference between load testing and stress testing.<\/strong><\/li>\n\n\n\n<li><strong>How would you design a load test for a backend service that handles millions of requests?<\/strong><\/li>\n\n\n\n<li><strong>What are key performance metrics you would track during a load test?<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>8. Behavioral and Scenario-Based Questions<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Tell me about a time when you found a critical bug late in the release cycle. How did you handle it?<\/strong><\/li>\n\n\n\n<li><strong>Describe a situation where you had to resolve conflicts with developers regarding a bug.<\/strong><\/li>\n\n\n\n<li><strong>How do you prioritize test cases in a situation with limited time?<\/strong><\/li>\n\n\n\n<li><strong>Tell me about a time when you had to learn a new tool or technology quickly to complete a project.<\/strong><\/li>\n\n\n\n<li><strong>Describe a situation where your automated tests failed frequently. How did you resolve it?<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>9. Version Control and CI\/CD<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>How do you use Git for version control in your projects?<\/strong><\/li>\n\n\n\n<li><strong>What is the difference between Git and GitHub?<\/strong><\/li>\n\n\n\n<li><strong>How do you configure Jenkins to run automated tests?<\/strong><\/li>\n\n\n\n<li><strong>What is continuous integration, and how do you integrate it into your testing process?<\/strong><\/li>\n\n\n\n<li><strong>What strategies do you use for maintaining test environments in a CI\/CD pipeline?<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>10. Microsoft-Specific Topics<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>How do you ensure compatibility across Microsoft platforms (Windows OS, Edge Browser)?<\/strong><\/li>\n\n\n\n<li><strong>What testing approaches do you use for Microsoft Azure services?<\/strong><\/li>\n\n\n\n<li><strong>How do you design test automation for cross-device scenarios (Windows, Xbox, Surface)?<\/strong><\/li>\n<\/ul>\n\n\n\n<p>Here are some <strong>Senior SDET (Software Development Engineer in Test) interview questions<\/strong>, focusing on advanced testing, automation, leadership, and design skills typically required for a senior role:<\/p>\n\n\n\n<p><strong>1. Advanced Programming and Data Structures<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Design a LRU (Least Recently Used) Cache. How would you implement it in an efficient way?<\/strong><\/li>\n\n\n\n<li><strong>Explain the time and space complexities of merge sort. Can you optimize it?<\/strong><\/li>\n\n\n\n<li><strong>Given a binary tree, write a function to perform an in-order traversal without recursion.<\/strong><\/li>\n\n\n\n<li><strong>How would you find the median of a stream of integers?<\/strong><\/li>\n\n\n\n<li><strong>Explain the difference between dynamic programming and greedy algorithms. When would you use one over the other?<\/strong><\/li>\n\n\n\n<li><strong>How do you handle concurrency in Java\/Python? Implement a thread-safe queue.<\/strong><\/li>\n\n\n\n<li><strong>What are hash collisions? How would you resolve them in a hash table?<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>2. Automation Framework Design<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>How would you design a scalable and maintainable test automation framework from scratch?<\/strong><\/li>\n\n\n\n<li><strong>What design patterns would you apply when designing a test automation framework? (e.g., Page Object Model, Factory, Singleton)<\/strong><\/li>\n\n\n\n<li><strong>How would you incorporate modularity and reusability in your automation framework?<\/strong><\/li>\n\n\n\n<li><strong>How do you handle flaky tests in automation frameworks?<\/strong><\/li>\n\n\n\n<li><strong>How would you structure your automation tests to run on multiple browsers and platforms?<\/strong><\/li>\n\n\n\n<li><strong>How would you implement parallel test execution in your framework?<\/strong><\/li>\n\n\n\n<li><strong>How do you manage test data in an automation framework, especially when the tests require varying data inputs?<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>3. Continuous Integration and Delivery (CI\/CD)<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>How do you integrate automated tests into a CI\/CD pipeline?<\/strong><\/li>\n\n\n\n<li><strong>What tools have you used for CI\/CD (e.g., Jenkins, Azure DevOps, CircleCI)? Explain how you set up the pipeline.<\/strong><\/li>\n\n\n\n<li><strong>How do you ensure test environments are in sync across different stages (dev, test, prod) in a CI\/CD pipeline?<\/strong><\/li>\n\n\n\n<li><strong>How do you ensure automated test stability and accuracy when running in CI pipelines?<\/strong><\/li>\n\n\n\n<li><strong>How would you handle test execution bottlenecks in a continuous testing pipeline?<\/strong><\/li>\n\n\n\n<li><strong>What strategies do you apply for running large-scale automated test suites efficiently in a CI\/CD environment?<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>4. API Testing and Microservices<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>How do you design an automated test strategy for microservices architecture?<\/strong><\/li>\n\n\n\n<li><strong>How would you perform contract testing for APIs in a microservices environment?<\/strong><\/li>\n\n\n\n<li><strong>What are the challenges of testing microservices and how would you address them?<\/strong><\/li>\n\n\n\n<li><strong>How do you handle service virtualization for API testing?<\/strong><\/li>\n\n\n\n<li><strong>How would you design load and stress tests for APIs?<\/strong><\/li>\n\n\n\n<li><strong>How do you validate and test asynchronous APIs (e.g., using Kafka, RabbitMQ)?<\/strong><\/li>\n\n\n\n<li><strong>How do you ensure API test reliability when external services or APIs are unavailable?<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>5. Performance and Scalability Testing<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>How would you design a performance testing strategy for a distributed system?<\/strong><\/li>\n\n\n\n<li><strong>What tools have you used for performance testing? Explain how you configure JMeter or Gatling for large-scale tests.<\/strong><\/li>\n\n\n\n<li><strong>How do you identify performance bottlenecks in a web application?<\/strong><\/li>\n\n\n\n<li><strong>How do you ensure your performance tests simulate real-world traffic?<\/strong><\/li>\n\n\n\n<li><strong>What is your approach to optimizing an application that fails load or stress testing?<\/strong><\/li>\n\n\n\n<li><strong>Explain the metrics you would track during performance testing (e.g., throughput, latency, response time).<\/strong><\/li>\n\n\n\n<li><strong>How would you test the scalability of a database system?<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>6. Security Testing<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>How do you incorporate security testing into your automation framework?<\/strong><\/li>\n\n\n\n<li><strong>What tools do you use for security testing (e.g., OWASP ZAP, Burp Suite)?<\/strong><\/li>\n\n\n\n<li><strong>Explain how you would test for SQL injection vulnerabilities.<\/strong><\/li>\n\n\n\n<li><strong>How do you perform penetration testing for a web application?<\/strong><\/li>\n\n\n\n<li><strong>What is cross-site scripting (XSS), and how would you test for it?<\/strong><\/li>\n\n\n\n<li><strong>How do you test for authentication and authorization vulnerabilities in APIs?<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>7. Test Strategy and Quality Assurance<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>How do you develop a comprehensive test strategy for a large-scale enterprise application?<\/strong><\/li>\n\n\n\n<li><strong>How do you ensure maximum test coverage while balancing speed and efficiency?<\/strong><\/li>\n\n\n\n<li><strong>How would you approach risk-based testing in a critical project?<\/strong><\/li>\n\n\n\n<li><strong>How do you ensure the quality of a product when testing resources and time are limited?<\/strong><\/li>\n\n\n\n<li><strong>What is your approach to regression testing in a rapidly evolving codebase?<\/strong><\/li>\n\n\n\n<li><strong>How do you ensure that automation does not just cover functional testing, but also non-functional aspects like performance, security, and reliability?<\/strong><\/li>\n\n\n\n<li><strong>How do you measure the effectiveness of your test automation?<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>8. Test Leadership and Mentorship<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>How do you mentor junior SDETs or QA engineers on your team?<\/strong><\/li>\n\n\n\n<li><strong>How do you manage and prioritize testing tasks across multiple projects or teams?<\/strong><\/li>\n\n\n\n<li><strong>What process do you follow for code reviews in your automated test scripts?<\/strong><\/li>\n\n\n\n<li><strong>Describe how you handle conflicts within the team, especially when developers disagree on test coverage or automation results.<\/strong><\/li>\n\n\n\n<li><strong>How do you improve collaboration between development, testing, and product teams?<\/strong><\/li>\n\n\n\n<li><strong>How do you drive quality initiatives in a fast-paced, agile environment?<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>9. Agile and DevOps Practices<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>How do you incorporate test automation into agile sprints?<\/strong><\/li>\n\n\n\n<li><strong>What is your approach to shifting left in testing, and how do you ensure early test automation?<\/strong><\/li>\n\n\n\n<li><strong>How do you handle continuous testing in a DevOps environment?<\/strong><\/li>\n\n\n\n<li><strong>What challenges have you faced when implementing DevOps testing practices, and how did you overcome them?<\/strong><\/li>\n\n\n\n<li><strong>Explain your approach to test-driven development (TDD) and behavior-driven development (BDD).<\/strong><\/li>\n\n\n\n<li><strong>What is your approach to exploratory testing in agile teams?<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>10. Behavioral and Scenario-Based Questions<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Describe a time when you had to debug a complex issue in an automation test suite. What steps did you take?<\/strong><\/li>\n\n\n\n<li><strong>Tell me about a time when you improved the performance of an automated test suite.<\/strong><\/li>\n\n\n\n<li><strong>Describe a project where your automated tests significantly reduced manual effort.<\/strong><\/li>\n\n\n\n<li><strong>How did you handle a scenario where automated tests provided false positives\/negatives?<\/strong><\/li>\n\n\n\n<li><strong>Give an example of when you introduced a new testing tool or framework into the organization.<\/strong><\/li>\n\n\n\n<li><strong>Tell me about a time when you led an initiative to improve the quality of the product or the efficiency of the testing process.<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>11. Cloud and Virtualization Testing (for Cloud-Based Systems)<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>How do you design automated tests for applications hosted on cloud platforms like AWS or Azure?<\/strong><\/li>\n\n\n\n<li><strong>How do you test containerized applications in a cloud environment (Docker, Kubernetes)?<\/strong><\/li>\n\n\n\n<li><strong>What is your approach to testing in a multi-cloud environment?<\/strong><\/li>\n\n\n\n<li><strong>How do you automate the testing of Infrastructure as Code (IaC) with tools like Terraform or CloudFormation?<\/strong><\/li>\n\n\n\n<li><strong>How do you handle scalability and elasticity testing in cloud-native applications?<\/strong><\/li>\n<\/ul>\n\n\n\n<p>These questions are designed to challenge a senior SDET candidate on not just their technical skills, but also their <strong>leadership<\/strong>, <strong>strategic thinking<\/strong>, and <strong>practical experience<\/strong> with modern testing methodologies and tools.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Here are some commonly asked interview questions for a Software Development Engineer in Test (SDET) role: 1. Programming Skills 2. Test Automation Frameworks 3. API Testing 4. Performance and Load Testing 5. Version Control and CI\/CD 6. Manual Testing and &hellip; <\/p>\n","protected":false},"author":1,"featured_media":23676,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":"","om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[246,1,280],"tags":[355,327,341,312,326,328,329,330,331,332,334,335,336,337,342,358,384,385,373,374,310,346,305,304,308,350,351,306,347,349,348,309,316,320,314,359,354,361,356,295,313,344,315,319,317,386,388,369,345,362,371,323,377,311,338,363,375,322,321,352,381,378,380,379,367,318,333,353,357,368,307,370,372,324,360,343,340,325,366,383,387,339,382,376,365,364],"class_list":["post-23675","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-interview-questions","category-news","category-sdet","tag-ai","tag-amazonwebservices","tag-apidevelopment","tag-automation","tag-aws","tag-awscertified","tag-awscloud","tag-awsdevops","tag-awssecurity","tag-azure","tag-azurecloud","tag-azuredevops","tag-azureinfrastructure","tag-azuresecurity","tag-backenddevelopment","tag-bigdata","tag-btech","tag-btechstudents","tag-campusplacements","tag-careeropportunities","tag-cicd","tag-cloud","tag-cloudarchitecture","tag-cloudcomputing","tag-cloudinfrastructure","tag-cloudmigration","tag-cloudnative","tag-cloudsecurity","tag-cloudservices","tag-cloudsolutions","tag-cloudtechnology","tag-cloudtraining","tag-containerization","tag-containerorchestration","tag-continuousdelivery","tag-dataanalytics","tag-datascience","tag-datavisualization","tag-deeplearning","tag-devops","tag-devopstools","tag-django","tag-docker","tag-dockercompose","tag-dockercontainers","tag-engineeringcareers","tag-engineeringplacements","tag-expressjs","tag-flask","tag-frontenddevelopment","tag-fullstackdevelopment","tag-helmcharts","tag-hiringfreshers","tag-infrastructureascode","tag-javafullstack","tag-javascript","tag-jobready","tag-k8s","tag-kubernetes","tag-machinelearning","tag-mastersincomputerapplications","tag-mca","tag-mcacareers","tag-mcastudents","tag-mernstack","tag-microservices","tag-microsoftazure","tag-ml","tag-mlmodels","tag-mongodb","tag-multicloud","tag-nodejs","tag-placements","tag-podmanagement","tag-pythonfordatascience","tag-pythonfullstack","tag-reactjs","tag-servicediscovery","tag-singlepageapplications","tag-softwarecareers","tag-softwarejobs","tag-springboot","tag-techgraduates","tag-techplacements","tag-uiuxdesign","tag-webdevelopment"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/cloudsoftsol.com\/2026\/wp-json\/wp\/v2\/posts\/23675","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cloudsoftsol.com\/2026\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cloudsoftsol.com\/2026\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cloudsoftsol.com\/2026\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cloudsoftsol.com\/2026\/wp-json\/wp\/v2\/comments?post=23675"}],"version-history":[{"count":1,"href":"https:\/\/cloudsoftsol.com\/2026\/wp-json\/wp\/v2\/posts\/23675\/revisions"}],"predecessor-version":[{"id":23678,"href":"https:\/\/cloudsoftsol.com\/2026\/wp-json\/wp\/v2\/posts\/23675\/revisions\/23678"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cloudsoftsol.com\/2026\/wp-json\/wp\/v2\/media\/23676"}],"wp:attachment":[{"href":"https:\/\/cloudsoftsol.com\/2026\/wp-json\/wp\/v2\/media?parent=23675"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cloudsoftsol.com\/2026\/wp-json\/wp\/v2\/categories?post=23675"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cloudsoftsol.com\/2026\/wp-json\/wp\/v2\/tags?post=23675"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}