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Pillar Page Matrix
Fresher Jobs by Core Technical Domain
Navigate entry-level roles by the operational layers of modern product architecture, with typical starting CTC in India.
| Pillar / Domain | Primary Focus | Core Competence | Starting CTC |
|---|---|---|---|
01 Frontend Tech | Client-side interfaces & SPAs | JavaScript/TypeScript, Semantics, CSS | ₹3.5L – ₹8.0L |
02 Backend Tech | Server logic, APIs, security, systems | System Design, OOPs, Data Streams | ₹4.5L – ₹12.0L |
03 Database & Storage | Relational, NoSQL, cache, analytics | Query Tuning, Schema Design, Indexing | ₹4.0L – ₹10.0L |
04 DevOps & Cloud | CI/CD infrastructure & containerization | Automation, Scripting, Cloud Services | ₹5.0L – ₹14.0L |
05 Mobile & Cross-Platform | Native & hybrid device apps | State Management, Mobile Lifecycles | ₹4.0L – ₹9.0L |
06 AI, Data & MLOps | Models, LLMs, vector search, pipelines | Data Math, Fine-Tuning, Python | ₹6.0L – ₹18.0L |
07 Quality, Testing & Sec | Automation frameworks, SecOps | White/Black Box Testing, OWASP | ₹3.5L – ₹7.5L |
08 Enterprise & Support | Systems of record, support, ERP | Proprietary Runtimes, Custom Config | ₹3.0L – ₹6.5L |
09 Data Engineering & BI | Analytics, dashboards, pipelines & reporting | SQL, Excel, Power BI, Python | ₹3.5L – ₹12.0L |
10 Product & UX Design | User research, UI design & prototyping | Figma, Wireframing, UX, Visual Design | ₹3.0L – ₹8.0L |
11 Sales & Business Development | Lead generation, B2B/B2C selling & growth | Communication, CRM, Negotiation | ₹3.0L – ₹7.0L |
12 Marketing & Growth | SEO, ads, social media & content | SEO, Google Ads, Analytics, Copywriting | ₹3.0L – ₹7.0L |
13 Finance & Accounting | Analysis, modeling, accounting & compliance | Excel, Financial Modeling, Tally, GST | ₹2.5L – ₹10.0L |
14 HR, Operations & Support | People ops, process & customer support | Communication, Recruitment, Excel | ₹2.5L – ₹7.0L |
Browse Fresher & Entry-Level Roles
01 Frontend Tech
02 Backend Tech
software engineer trainee jobsfresher java developer jobspython developer jobs for freshersnode js developer fresherjava fresher jobspython fresher jobsc++ fresher jobsc# fresher jobsgolang fresher jobsphp fresher jobsruby fresher jobsscala fresher jobsnode js fresher jobsdjango fresher jobsspring boot fresher jobslaravel fresher jobs.net fresher jobsfastapi fresher jobsflask fresher jobsfull stack fresher jobsc programming fresher jobsrust fresher jobs
03 Database & Storage
04 DevOps & Cloud
05 Mobile & Cross-Platform
06 AI, Data & MLOps
07 Quality, Testing & Sec
08 Enterprise & Support
technical support engineer freshergraduate engineer trainee computer sciencedigital marketing internhr intern jobsbusiness development associate fresherbda jobs for fresherscustomer support executive fresherbpo jobs for freshersdata entry operator freshercontent writer internshipmba finance fresher jobsgraduate accountant traineeoperations analyst entry levelinside sales executive freshersocial media marketing internseo analyst fresherrecruiter consultant freshermanagement trainee openingsbank clerk jobs for freshersfinancial analyst entry levelsupply chain interncorporate communications freshersalesforce fresher jobswordpress fresher jobs
Technology Stack Directory
Every core technology a fresher can learn to break into tech — grouped by domain. Match your skills to the roles above.
01
Frontend Technology
28 technologiesFocused on building highly responsive, accessible user interfaces, component design systems, and client-side web application architectures.
Modern JS / TS Frameworks & Meta-Frameworks
React.js
Dominant library for Single Page Applications
Next.js
Server-Side Rendering, App Router, React Server Components
Angular
Enterprise-grade MVC framework by Google
Vue.js
Progressive JavaScript framework for declarative UIs
Nuxt.js
Full-stack meta-framework built on top of Vue
Svelte
Compiler-based frontend framework for zero-runtime footprint
SvelteKit
Meta-framework for building full-stack Svelte applications
SolidJS
High-performance reactive framework without a virtual DOM
Qwik
Resumability-focused framework for instant-load web apps
Astro
Islands-architecture framework optimized for content-heavy sites
Remix
Web-standard and data-loading focused React framework
CSS Architecture & Component Styling
Tailwind CSS
Utility-first atomic CSS framework
Sass / SCSS
Advanced CSS pre-processing and mixin structuring
CSS Modules
Locally scoped, component-isolated style systems
Styled-Components
CSS-in-JS library for dynamic React styling
Bootstrap
Traditional mobile-first component grid system
Shadcn/ui
Re-usable Radix UI primitive components
Material UI (MUI)
Google's Material Design component library
Chakra UI
Accessible, modular component library for React
Runtimes, Build Engines & State Management
Vite
Next-generation ultra-fast frontend build tooling
Webpack
Traditional module bundling engine for legacy enterprise apps
Redux Toolkit (RTK)
Global state management standard for large React apps
Zustand
Lightweight, hook-based state management alternative
MobX
Transparent, functional reactive state management
TanStack Query (React Query)
Server-state caching and asynchronous data fetching
RxJS
Reactive extensions for asynchronous event streams in Angular
TypeScript
Strongly typed superset of JavaScript used across all platforms
WebAssembly (Wasm)
High-performance browser binaries via C++ and Rust
02
Backend Technology
32 technologiesFocused on microservices engineering, server-side business logic, performance optimizations, and building API networks.
Runtimes, Ecosystems & Core Engines
Node.js
Asynchronous, event-driven JavaScript server runtime
Express.js
Minimalist framework for REST API routing
NestJS
TypeScript-first, modular architectural backend framework
Fastify
Low-overhead, highly performant Node.js alternative framework
Bun
Ultra-fast, modern all-in-one JavaScript runtime and bundler
Deno
Secure V8 runtime for JavaScript and TypeScript by default
JVM, Enterprise & Heavy Systems
Java (Core 17/21)
The bedrock of enterprise banking and high-scale systems
Spring Boot
Microservices-first enterprise application framework
Hibernate (ORM)
Object-Relational Mapping standard for Java databases
Quarkus
Kubernetes-native, supersonic subatomic JVM framework
Micronaut
Modern polyglot JVM framework for cloud-native microservices
Kotlin (JVM Backends)
Modern alternative to Java for clean server-side code
Python Ecosystem (Data & App Core)
Python
The primary language for AI data pipelines and web backends
Django
High-level, batteries-included web framework
Flask
Micro-framework for lightweight applications and utility APIs
FastAPI
High-performance ASGI framework leveraging Python type hints
Compiled, Systems & Cloud Languages
Go (Golang)
Google's systems language for concurrent cloud services
Gin-Gonic
High-performance routing framework for Golang microservices
Rust
Memory-safe, high-concurrency performance language
Actix-web
Blazing fast, actor-based web framework for Rust
C++
High-frequency trading engines and embedded system architectures
Microsoft Ecosystem
C#
Object-oriented language powering enterprise applications
.NET Core / .NET 8
Cross-platform, open-source enterprise web framework
Entity Framework Core
Lightweight, extensible ORM for .NET systems
Scripting, Traditional & Enterprise Web
PHP (Core 8+)
Powers structural web apps and CMS infrastructures
Laravel
Elegant MVC web ecosystem for rapid SaaS engineering
Ruby on Rails
Convention-over-configuration rapid development framework
API Communication Protocols
REST APIs
Traditional JSON-over-HTTP stateless communication pattern
GraphQL
Declarative data query language for single-endpoint clients
gRPC
High-performance, low-latency RPC framework by Google using Protobuf
WebSockets
Full-duplex, real-time bi-directional persistent connections
Apollo Server
Production-ready GraphQL server engine
03
Database & Storage
26 technologiesFocused on data persistence, transaction management, indexing, caching mechanisms, and analytical storage models.
Relational Databases (SQL)
PostgreSQL
Advanced, open-source object-relational database
MySQL
Highly popular, traditional relational database structure
Microsoft SQL Server
Enterprise database standard used across corporate infra
Oracle DB
Heavyweight transaction-processing system for enterprise sectors
SQLite
Self-contained, serverless embedded SQL engine
NoSQL & Document Storage
MongoDB
Leading document-oriented, flexible JSON-like schema database
Apache Cassandra
Distributed, wide-column NoSQL database for linear scaling
Couchbase
Distributed NoSQL cloud database for business-critical apps
ScyllaDB
Ultra-low latency NoSQL database rewritten in C++
In-Memory, Cache & Message Streaming
Redis
High-speed in-memory data structure store used for caching
Memcached
High-performance, distributed memory object caching system
Apache Kafka
Distributed event streaming platform for real-time pipelines
RabbitMQ
Robust message broker supporting multiple protocols
Vector Databases (AI / LLM Search Layer)
Pinecone
Cloud-native vector database optimized for LLM search context
Milvus
Open-source vector database built for scalable embedding search
ChromaDB
Open-source embedding database built for AI agent integrations
Weaviate
Cloud-native, open-source vector database with GraphQL interfaces
Qdrant
Vector similarity search engine with extended filtering payload
Data Warehousing & Big Data Analytics
Snowflake
Cloud-native SaaS data warehousing analytics platform
Google BigQuery
Serverless, highly scalable cloud data warehouse
Amazon Redshift
Fast, petabyte-scale managed data warehouse in AWS
ClickHouse
Open-source column-oriented DBMS for real-time OLAP
Apache Spark
Unified analytics engine for large-scale data processing
Databricks
Unified lakehouse platform blending data engineering and AI
Hadoop / HDFS
Distributed framework for storing big data sets
Neo4j
Native graph database for connected data mapping
04
DevOps & Cloud Infrastructure
27 technologiesFocused on platform engineering, immutable infrastructure provisioning, cloud operations, continuous integration, and server orchestration.
Containerization & Orchestration
Docker
The standard system containerization engine
Kubernetes (K8s)
Production-grade open-source container orchestration engine
Helm
Package manager for Kubernetes application deployments
Podman
Daemonless container engine alternative to Docker
Infrastructure as Code (IaC) & Configuration
Terraform
Declarative cloud-agnostic infrastructure provisioning tool
Ansible
Agentless automation engine for configuration management
Pulumi
Modern IaC platform using standard programming languages
CloudFormation
AWS-native infrastructure declaration engine
CI/CD Pipeline Automation
GitHub Actions
Modern automated CI/CD integrated directly into repositories
Jenkins
Extensible, self-hosted classic automation server
GitLab CI/CD
Built-in DevOps lifecycle pipeline tool manager
ArgoCD
GitOps continuous delivery tool built for Kubernetes
Cloud Provider Infrastructure (AWS Ecosystem)
AWS EC2
Elastic Compute Cloud virtual server instances
AWS Lambda
Serverless compute engine executing code on triggers
AWS S3
Scalable object storage infrastructure for secure files
AWS RDS
Managed relational database engine provisioning
AWS ECS
Highly scalable container management service
Alternative Cloud Systems (Azure & GCP)
Azure Virtual Machines
Microsoft on-demand cloud computing resources
Azure Functions
Serverless event-driven execution platform
Azure AKS
Managed enterprise Kubernetes service system
Google Compute Engine (GCE)
Scalable virtual machines on Google's infrastructure
Google Kubernetes Engine (GKE)
Google's fully managed Kubernetes environment
Google Cloud Run
Fully managed serverless container execution platform
Observability, Monitoring & Logging
Prometheus
Open-source monitoring metrics collection service
Grafana
Visual analytics dashboard engine for metrics visualization
ELK Stack
Elasticsearch, Logstash, Kibana log collection and parsing system
Datadog
Enterprise cloud-scale observability and monitoring service
05
Mobile & Cross-Platform
18 technologiesFocused on building client applications tailored for smartphones, tablets, handheld devices, and unified multi-platform native distribution.
Cross-Platform & Hybrid Frameworks
Flutter
Google's high-performance Dart-based UI compiled toolkit
React Native
Native mobile compilation using React and JavaScript
Ionic
Web-first mobile development framework using web components
Capacitor
Modern cross-platform runtime for wrapping web apps
Apache Cordova / PhoneGap
Legacy hybrid web-view native app wrapper
Tauri
Rust-backed lightweight cross-platform application builder
Electron
JavaScript framework for building cross-platform desktop apps
Android Native Engineering
Kotlin (Android)
Google's primary, modern language for Android apps
Jetpack Compose
Modern declarative UI toolkit for native Android
Java (Android Legacy)
Traditional core language for Android engineering
Android SDK
The fundamental platform software building blocks
iOS Native Engineering
Swift
Apple's modern programming language for iOS/macOS systems
SwiftUI
Apple's native declarative layout framework
Objective-C
Legacy language foundation for older Apple architectures
CocoaPods / SPM
Dependency management utilities for Apple platforms
Backend-as-a-Service (Mobile Ecosystems)
Firebase
Google's complete app infrastructure suite with realtime data
Supabase
Open-source PostgreSQL-backed alternative to Firebase
Amplify (AWS)
Declarative mobile/front-end cloud integration suite
06
AI, Data Science & MLOps
28 technologiesFocused on data modeling, machine learning, AI agent deployment, large language model integration, and statistical computing.
Core Mathematical & ML Libraries
NumPy
Fundamental library for scientific computing and matrix structures
Pandas
Data structures and analysis tool for data manipulation
Scikit-learn
Classic machine learning tools for predictive modeling
SciPy
Scientific and technical computing algorithm toolkit
Deep Learning & Neural Network Frameworks
TensorFlow
Google's end-to-end open-source ML ecosystem
PyTorch
Meta's dynamic tensor execution ML framework
Keras
High-level API for fast deep learning experimentation
JAX
Autograd and XLA compilation library for high-performance ML research
AI Agents & LLM Orchestration
LangChain
Framework for assembling workflows around Large Language Models
LlamaIndex
Data framework for connecting custom data resources to LLMs
Hugging Face Transformers
State-of-the-art pre-trained open model library access
Vercel AI SDK
Unified framework for building AI-driven web applications
Mastra
Lightweight TypeScript-first AI agent automation framework
CrewAI
Framework for orchestrating collaborative groups of autonomous AI agents
Model Deployment & MLOps Lifecycle
MLflow
Open-source platform to manage the complete ML lifecycle
Kubeflow
Machine learning toolkit workflows running on Kubernetes
Triton Inference Server
Enterprise-grade model serving software optimized for GPUs
Ollama
Lightweight tool for running and packaging LLMs locally
vLLM
Fast library for LLM serving and high-throughput inference
Business Intelligence & Visualization
Power BI
Microsoft business analytics and reporting software
Tableau
Data visualization software used in enterprise environments
Apache Superset
Modern, open-source enterprise data exploration platform
Core Language Runtimes & Vision/Speech
R Language
Statistical computing software environment
Julia
High-performance, dynamic computing language for numerical sciences
OpenCV
Real-time computer vision and image processing library
YOLO
You Only Look Once — real-time object detection model family
MediaPipe
Google's customizable cross-platform ML solutions for live media
NLTK
Natural Language Toolkit — text-processing libraries for Python
07
Quality Assurance, Testing & Security
23 technologiesFocused on programmatic test coverage, behavior-driven design automation, reliability metrics, and vulnerability posture analysis.
E2E Frontend UI Test Automation
Selenium WebDriver
The traditional standard browser automation runner
Cypress
Modern, developer-friendly frontend JavaScript testing engine
Playwright
Microsoft multi-browser high-speed automation toolkit
Puppeteer
Node.js library to control headless Chrome browsers
Unit Testing & Assertion Frameworks
JUnit
Standard unit testing framework for Java code bases
PyTest
Scalable and mature Python testing architecture framework
Jest
Delightful JavaScript testing framework with a focus on simplicity
Mocha + Chai
Flexible JavaScript test runner with assertion libraries
Vitest
Blazing fast Vite-native testing framework
API & Performance Quality Testing
Postman
API collaboration platform for testing and executing endpoints
RestAssured
Java DSL for simplified validation of REST services
JMeter
Apache open-source load and performance benchmarking tool
Locust
Developer-friendly, Python-scripted distributed load testing tool
Mobile Application Testing
Appium
Cross-platform native mobile UI test automation engine
Espresso
Native Android framework for UI testing by Google
XCTest
Apple native framework for testing iOS applications
DevSecOps, AppSec & Vulnerability Tooling
SonarQube
Continuous static analysis platform for code quality review
OWASP ZAP
Open-source web application security vulnerability scanner
Burp Suite
Integrated platform for security testing of web apps
Snyk
Developer-first security tooling scanning open source dependencies
Trivy
Vulnerability scanner for container images and Git repositories
HashiCorp Vault
Centralized engine for securely managing secret API tokens
Nmap
Network discovery and security auditing tool utility
08
Enterprise Systems, Low-Code & Ecosystems
20 technologiesFocused on pre-packaged enterprise resource architectures, cloud-native CRM platforms, low-code rapid configurations, and business systems.
Cloud CRM & ERP Platforms
Salesforce Apex
Strongly typed, object-oriented language running on Lightning
Salesforce LWC
Lightning Web Components — modern framework on web standards
SAP ABAP
Fourth-generation language powering SAP architectures
SAP HANA
In-memory data platform underpinning modern SAP systems
Microsoft Dynamics 365
Enterprise cloud business application platform
Odoo
Open-source, modular Python-based ERP system framework
Low-Code & Rapid Visual Application Tooling
Power Apps
Microsoft suite to build custom business apps rapidly
Mendix
Enterprise low-code platform for rapid application development
OutSystems
High-performance low-code platform for building enterprise apps
Webflow
Visual web development engine creating clean production code
Bubble
No-code full-stack web application development system
Retool
Rapid internal tool builder connecting visual UI with custom queries
Content Management Architectures (CMS)
WordPress / PHP
Powers a significant portion of structural web properties
Strapi
Open-source, headless Node.js based content management engine
Sanity.io
Platform for structured content with a real-time collaborative editor
Shopify Liquid
Template language powering custom global e-commerce systems
IT Service Management & Mainframe Foundations
ServiceNow JavaScript
Custom workflows powering global corporate desk frameworks
COBOL
Legacy language driving core financial institution mainframes
UiPath (RPA)
Robotic Process Automation software mimicking human tasks
Salesforce MuleSoft
Integration engine connecting disparate enterprise APIs
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