23,000+ interview questions, by topic
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Virtualization (1367 questions)
vSphere 8 (132)Migration & HA (114)Hyper-V 2025 (111)Storage (108)Proxmox VE (108)KVM & libvirt (99)Networking (87)vSAN & HCI (87)KubeVirt & K8s Virt (84)CPU & Memory (69)Hypervisor Concepts (66)Cloud Virtualization (60)Citrix/XCP-ng (54)Nutanix AHV (53)Licensing & Trends (51)Containers vs VMs (48)Memory (12)Hyper-V (12)KVM (12)
Big Data (1314 questions)
Spark Tuning (117)Kafka (108)Iceberg (96)Delta Lake (87)Cloud Platforms (87)Spark SQL & Catalyst (81)Spark Core (75)Flink & Streaming (69)Hive (63)File Formats (63)Databricks (63)HDFS (60)Lakehouse & Architecture (60)HBase & NoSQL (48)YARN & MapReduce (45)Spark 4 & Connect (42)Kafka 4 / KRaft (42)Hudi & Open Tables (27)Spark SQL (15)Formats (15)Cloud (15)YARN (12)Streaming (12)Lakehouse (12)
Security (1098 questions)
Threats & Attacks (87)Crypto · Fundamentals (84)Network Security (78)Crypto · TLS & PKI (72)OAuth & OIDC & JWT (69)AppSec · OWASP Top 10 (63)Malware & Forensics (54)Secrets Management (51)Secure Coding (48)AuthN & AuthZ (45)Vulnerability Mgmt (CVE/CVSS) (45)IAM & Access Control (45)Incident Response (45)Cloud Security (45)Tools · Pentest (45)Web Security Headers (42)Container & K8s Security (36)API Security (36)Compliance & Frameworks (NIST/ISO/SOC2) (36)Logging & SIEM (36)Identity Federation (SAML) (36)
Networking (1047 questions)
Tools · Diagnostics (84)Ports & Protocols (81)IP Addressing & Subnetting (72)Routing (BGP/OSPF/static) (66)HTTP/HTTPS & TLS (66)Switching & VLANs (60)OSI & TCP/IP Model (57)DNS (57)Cisco IOS (57)TCP/IP · Transport (54)DHCP (54)NAT & PAT (54)Load Balancing (54)Firewalls & Security (54)Wireless (54)SDN & Overlay Networks (27)IPv6 (24)VPN & Tunneling (24)QoS & Traffic Shaping (24)Network Monitoring (SNMP/NetFlow) (24)
Data Engineering (1278 questions)
Warehousing (78)SQL Analytics (78)Advanced SQL (78)Airflow 3 (78)Snowflake (75)Data Quality (72)Streaming (72)BigQuery (72)Ingestion & CDC (69)dbt Advanced (63)Cost & Performance (60)Orchestration (54)dbt (51)Data Modeling (51)Cloud Stack (48)Lineage & Governance (45)Iceberg & Open Tables (42)ETL & ELT (39)Modeling (36)File Formats (36)SCD & History (33)SQL (24)ETL/ELT (24)
System Administration (1131 questions)
Windows · Active Directory (78)Linux · Networking (75)Linux · Storage & LVM (72)Linux · Processes & Perf (72)Linux · SSH & Security (66)Windows · PowerShell (63)Linux · systemd & Boot (60)Linux · Permissions (57)Linux · Shell (54)Networking · Ports (54)Windows · DNS & DHCP (48)Cloud & Containers (42)Linux · Logging (39)Monitoring & Automation (39)Windows · Group Policy (36)Windows · Hyper-V (36)Windows · Event Logs (36)Linux · Packages (33)Windows · Services & Boot (33)Windows · Patching & Backup (33)Linux · Scheduling (30)Windows · NTFS & Shares (27)Windows · Networking (27)Linux · Users & Groups (21)
Cloud (1095 questions)
AWS · Networking (VPC) (75)AWS · Compute (72)AWS · Storage (72)AWS · IAM & Security (72)AWS · Databases (72)AWS · Serverless (72)GCP · Core (72)GCP · Data & ML (72)Cloud · Containers (EKS/GKE/AKS) (72)Azure · Core (42)Azure · Identity (42)Cloud · Networking & CDN (42)Cloud · Cost & Billing (42)Cloud · Well-Architected/Reliability (42)Cloud · IaC & Automation (42)AWS · Monitoring & Ops (30)GCP · Networking (30)Azure · Storage (30)Azure · Data & Integration (30)Cloud · Messaging & Events (24)Cloud · Migration & DR (24)Cloud · Observability (24)
DevOps & SRE (1137 questions)
IaC · Terraform (69)Containers · Docker (66)Linux & Shell (66)Kubernetes · Core (63)CI/CD · GitHub Actions (60)CI/CD · Jenkins (60)CI/CD · GitLab (60)Observability · Prometheus/Grafana (60)Kubernetes · Workloads (57)Config · Ansible (57)Artifacts & Registries (57)Cloud · AWS (57)Kubernetes · Networking (54)Kubernetes · Storage (54)GitOps · ArgoCD/Flux (54)Secrets & Config (54)Networking & TLS (54)Kubernetes · Config & Helm (51)Containers · Compose (42)Release Strategies (42)
Computer Science Fundamentals (1209 questions)
OS · CPU Scheduling (57)DBMS · SQL (54)Arch · CPU & Memory (54)OS · Processes & Threads (48)OS · Synchronization (48)OOP · Advanced & Patterns (48)OS · Deadlock (45)DBMS · Transactions & Concurrency (45)DBMS · Architecture & Theory (45)CN · OSI & TCP-IP (45)CN · Transport Layer (45)TOC · Automata & Languages (45)OS · Memory Management (42)DBMS · Relational Model (42)CN · Network Layer & IP (42)CN · Routing & Devices (42)CN · Application Layer (42)Compilers · Phases (42)OS · File Systems & Disk (39)DBMS · Normalization (39)DBMS · Indexing & Storage (39)DBMS · ER Model (39)OOP · Inheritance & Polymorphism (39)OOP · Abstraction Mechanisms (39)OS · Page Replacement (36)OS · Concepts (36)CN · Data Link & Errors (36)OOP · Principles (36)
Engineering Mathematics (307 questions)
MLOps & Integration (525 questions)
Linux & Bash (42)Kubernetes · Core Objects (36)AWS for ML (33)Observability (33)OpenShift (30)GenAI Ops · RAG & Prompting (30)Containers · Docker (27)CI/CD & GitOps (27)Model Serving & Inference (27)Logging & Monitoring (27)MLOps Lifecycle (27)AI Security & Compliance (24)Kubernetes · kubectl (21)Python Automation (21)Workflow Orchestration (21)ML Monitoring (21)API & Microservices (21)Agentic AI (21)Containers · Docker CLI (18)OpenShift · oc CLI (18)
Mechanical Engineering · Mechanical Core (501 questions)
Strength of Materials (39)Thermodynamics (39)Fluid Mechanics (39)Heat Transfer (39)Manufacturing Processes (39)Vibrations (39)Turbomachinery (39)Operations Research (39)Engineering Mechanics (27)Theory of Machines (27)Machine Design (27)Engineering Materials (27)IC Engines & Power Plants (27)Refrigeration & Air Conditioning (27)Industrial Engineering (27)
Electrical / EEE Engineering · Electrical Design (393 questions)
Protection & Switchgear (33)Substation Design (33)Cable & Busbar Sizing (33)Transformer & Motor Specification (33)Power Quality & Harmonics (33)Power System Software (33)Drives & Motor Control (33)PLC, SCADA & Instrumentation (33)LV Design & Panels (33)Renewable & Storage Design (33)Earthing, Lightning & Safety Design (33)Electrical Standards & Regulations (30)
Chemical Engineering · Plant Operations (345 questions)
Refinery & Petrochemical Processes (30)Pharma & Specialty Chemicals (30)Process Safety Management (30)HSE & Regulatory (30)Quality & Laboratory (30)Maintenance & Reliability (30)Utilities & Offsites (30)Plant Operations (27)Fertiliser, Chlor-alkali & Commodity Chemicals (27)Production Planning & Cost (27)Digitalisation & APC (27)Project & Commissioning (27)
Chemical Engineering · Process Design (336 questions)
P&ID, PFD & Documentation (30)HAZOP & Process Safety (30)Process Control Design (30)Reactor Design & Scale-up (30)Process Simulation (27)Heat Exchanger & Column Design (27)Pressure Vessels & Equipment (27)Piping & Hydraulics (27)Utilities & Energy Integration (27)Materials & Corrosion Selection (27)FEED & EPC Engineering Workflow (27)Environmental & Effluent Design (27)
Civil Engineering · Civil Core (351 questions)
Strength of Materials (30)RCC Fundamentals (30)Geotechnical Engineering (30)Fluid Mechanics & Hydraulics (30)Surveying (30)Transportation Engineering (30)Environmental Engineering (30)Building Materials & Construction (30)Water Resources & Irrigation (30)Engineering Mechanics (27)Structural Analysis (27)Steel Structures Fundamentals (27)
Civil Engineering · Civil Design & Codes (324 questions)
Bridges & Prestressed Concrete (30)RCC Design (IS 456) (27)Steel Design (IS 800) (27)Loads & Seismic (IS 875 / IS 1893 / IS 13920) (27)Foundation Design (27)CAD & BIM (27)Estimation & Costing (27)Concrete Technology (27)Pavement & Highway Design (27)Detailing & Drawings (27)Water & Wastewater Design (27)Structural Software (24)
Civil Engineering · Site & Project Mgmt (330 questions)
Site Execution Practice (30)QA/QC & Testing (30)Construction Methods (27)Project Planning & Scheduling (27)Contracts & Claims (27)Safety & HSE (27)Quantity Surveying & Billing (27)Construction Equipment (27)Materials Management (27)Regulations & Approvals (27)Sustainability & Green Building (27)Infrastructure Sectors (27)
Electronics & Comm. Engineering · VLSI Design (327 questions)
FPGA Design (30)RTL Design (Verilog / SystemVerilog) (27)CMOS & Device Physics (27)Static Timing Analysis (27)Synthesis & Logic Optimization (27)Physical Design (27)Verification (UVM) (27)DFT (27)Low Power Design (27)Analog & Mixed-Signal Design (27)Memory & Standard Cells (27)Computer Architecture & SoC (27)
Electrical / EEE Engineering · Plant & Utility Ops (330 questions)
Testing & Commissioning (30)Grid & Utility Operations (30)Maintenance Practices (27)Plant Electrical Operations (27)Energy Management & Audit (27)Renewable Plant O&M (27)EV & Charging Infrastructure (27)Electrical Safety & Regulation (27)Traction & Railways (27)Panel & Switchboard Manufacturing (27)Building Electrical & Fire Systems (27)Project & Vendor Management (27)
Design Patterns (138 questions)
Spring (201 questions)
Aptitude (676 questions)
Percentages (30)Simple Interest (30)Ratio & Proportion (30)Averages (30)Trains crossing a platform (30)Boats & Streams (30)Problems on Ages (30)LCM & HCF (30)Probability (30)Mensuration (30)Simplification (BODMAS) (30)Coding–Decoding (30)Clocks (angle) (30)Calendars (day of week) (30)Data Interpretation (30)Partnership (29)Mixtures & Alligation (28)Profit & Loss (27)Time & Work (23)Time, Speed & Distance (21)Pipes & Cisterns (20)Number Series (20)Compound Interest (19)Problems on Trains (18)Permutations & Combinations (10)Blood Relations (6)Direction Sense (5)
Chemical Engineering · Chemical Core (324 questions)
Fluid Mechanics & Transport (27)Heat Transfer (27)Mass Transfer (27)Chemical Reaction Engineering (27)Chemical Engineering Thermodynamics (27)Process Control Basics (27)Mechanical Operations (27)Chemical Technology (27)Material & Energy Balance (27)Plant Design & Economics Basics (27)Process Instrumentation Basics (27)Materials & Corrosion Basics (27)
Electronics & Comm. Engineering · ECE Core (324 questions)
Network Theory (27)Analog Electronics (27)Digital Electronics (27)Signals & Systems (27)Communication Systems (27)Electromagnetics & Antennas (27)Control Systems (27)Microprocessors & Microcontrollers (27)Semiconductor Devices (27)Digital Signal Processing (27)Measurements & Instrumentation (27)Basic Electrical Engineering (27)
Electronics & Comm. Engineering · Embedded Systems (324 questions)
Embedded C & Firmware (27)Microcontrollers & Peripherals (27)Communication Protocols (27)RTOS (27)Embedded Linux & Drivers (27)Hardware & PCB Design (27)Power & Signal Integrity (27)Debugging & Tools (27)Automotive Embedded (27)IoT & Wireless (27)Bootloaders, OTA & Security (27)Testing & Standards (27)
Electrical / EEE Engineering · Electrical Core (324 questions)
Circuit Theory & Networks (27)Electromagnetic Fields (27)Electrical Machines (27)Power Systems (27)Power Electronics (27)Control Systems (27)Electrical Measurements & Instrumentation (27)Analog & Digital Electronics (27)Signals & Systems (27)Microprocessors & Microcontrollers (27)Electrical Materials & Safety Basics (27)Illumination & Utilization (27)
GraphQL (189 questions)
SQL (423 questions)
Schema & DDL (27)Data Types (27)Indexing Internals (27)Query Plans (27)NULL Handling (24)Concurrency Control (24)Normalization (24)Advanced Querying (21)Isolation Levels (21)Advanced Analytics (21)Querying Basics (18)Joins (18)Aggregation & Grouping (18)Subqueries & CTEs (18)Window Functions (18)Indexes & Transactions (18)Set Operations (18)Data Modification (18)Views & Programmability (18)Join Algorithms (18)
Mechanical Engineering · Mechanical Design (324 questions)
Mechanical Engineering · Production & Plant (324 questions)
Production Planning & Control (27)Lean Manufacturing (27)Six Sigma & SPC (27)Quality Systems (27)Maintenance Management (27)Welding & Fabrication (27)CNC & Machining Practice (27)Automotive Manufacturing (27)HVAC & Plant Utilities (27)Industrial Safety (27)Supply Chain & Costing (27)Project Execution (27)