Free AI mock interviews & real interview questions

Coding, data structures, algorithms and system design — the core software engineering loop used by product companies and startups across India.

JavaScript, React, CSS and browser fundamentals — the front-of-house engineering interview for product and services companies.

APIs, databases, concurrency and system design — the server-side engineering interview across product companies and fintech.

End-to-end web engineering — frontend, backend, databases and deployment — for startups and product teams that want one engineer to own a feature.

SQL, Excel, statistics and storytelling with data — the analyst interview for product, BI and analytics teams across India.

Machine learning, statistics, Python and case studies — the data science interview for analytics-heavy product and consulting teams.

Product sense, analytical thinking, prioritisation and metrics — the PM interview for product companies, startups and consumer apps.

CI/CD, cloud, containers, Kubernetes and infrastructure-as-code — the DevOps / SRE interview for cloud-native and scaling teams.

Core Java, OOP, collections, multithreading and Spring Boot — the Java interview that dominates services companies and enterprise backends in India.

Core Python, data structures, OOP and frameworks like Django or Flask — the Python interview for backend, automation and data teams.

Design thinking, Figma, portfolios and usability — the product-design interview for startups, agencies and product companies.

Pitching, objection handling, pipeline and targets — the sales / BD interview for SaaS, startups and inside-sales teams.

SEO, performance ads, content and analytics — the digital marketing interview for agencies, startups and growth teams.

Sourcing, screening, HR fundamentals and stakeholder management — the HR / talent-acquisition interview for startups and enterprises.

Accounting principles, Tally, GST and financial statements — the accounting interview for finance teams, CA firms and SMEs in India.

Communication, empathy, problem-solving and process — the customer-support / customer-success interview for BPOs, SaaS and D2C teams.

Data pipelines, SQL, big-data tools and warehousing — the data-engineering interview for analytics, fintech and product teams building data platforms.

ML algorithms, model deployment, MLOps and coding — the ML-engineering interview for AI-first product companies and applied-ML teams.

Manual and automation testing, Selenium, test design and SDLC — the QA interview for product companies, services firms and test-automation teams.

Kotlin/Java, Android SDK, Jetpack and architecture — the Android-engineering interview for product companies and mobile-first startups in India.

Swift, UIKit/SwiftUI, memory management and architecture — the iOS-engineering interview for product companies and mobile teams.

Requirements, stakeholder management, SQL and documentation — the BA interview for IT services, consulting and product teams across India.

Planning, scope, risk and stakeholder management — the PM interview for IT services, construction, IT and delivery teams in India.

Scrum, Agile ceremonies, facilitation and team coaching — the Scrum Master interview for Agile delivery teams and product organisations.

Advanced SQL, stored procedures, query tuning and database design — the SQL-developer interview for backend, BI and database teams.

React, hooks, state management and performance — the React-specialist interview for product companies and frontend-heavy teams in India.

Node.js, Express, async patterns and APIs — the backend-JavaScript interview for startups and product teams building services on Node.

AWS core services, networking, IAM and architecture — the cloud-engineering interview for cloud-native teams and companies migrating to AWS.

Security fundamentals, threats, SIEM and incident response — the cybersecurity / SOC-analyst interview for security teams and MSSPs in India.

Routing, switching, TCP/IP and troubleshooting — the network-engineering interview for IT infrastructure, telecom and enterprise networking teams.

Database administration, backups, performance tuning and high availability — the DBA interview for enterprises, banks and data-heavy teams.

On-page, technical and off-page SEO, keyword research and analytics — the SEO interview for agencies, content teams and growth-led companies.

Writing, SEO content, research and editing — the content-writer interview for agencies, SaaS, media and marketing teams across India.

Visual design, branding, typography and tools — the graphic-design interview for agencies, brands and marketing teams across India.

Field and inside sales, targets, objection handling and closing — the sales-executive interview for retail, FMCG, real estate and B2C teams in India.

Partnerships, pipeline, strategy and revenue growth — the BDM interview for B2B, SaaS, services and enterprise-sales teams across India.

Process, efficiency, team management and KPIs — the operations-manager interview for e-commerce, logistics, manufacturing and services teams in India.

Financial modelling, valuation, Excel and analysis — the financial-analyst interview for banks, FP&A teams, consulting and corporates in India.

Accounting standards, audit, taxation and compliance — the CA interview for firms, corporates and finance teams across India.

Onboarding, retention, expansion and relationship management — the CSM interview for SaaS and B2B companies focused on customer lifetime value.

Troubleshooting, networking, OS and customer communication — the technical-support interview for SaaS, IT and product companies in India.

Structural concepts, construction, materials and site work — the civil-engineering interview for construction, infrastructure and real-estate firms in India.