What you're seeing
This analysis is based on scraped software engineering job postings from real companies.
These patterns reflect what companies are actually asking for today — not advice, not predictions.
Market Overview
What the software job market demands right now
Below are the most common expectations, bundled requirements, and hidden signals across these roles.
Top Market Signals
Modern component-based UI library for building interactive web applications
Core requirement for 40% of react roles
Versatile programming language used for backend, data, and automation
Core requirement for 39% of python roles
Cloud infrastructure platform for deploying and scaling applications
Core requirement for 35% of aws roles
Object-oriented programming language for enterprise applications
Core requirement for 31% of java roles
Continuous integration and continuous deployment practices
Core requirement for 27% of ci/cd roles
Application Programming Interface for connecting services
Core requirement for 23% of api roles
Structured Query Language for database operations
Core requirement for 23% of sql roles
Iterative development methodology
Core requirement for 22% of agile roles
Experience with k8s
Core requirement for 22% of k8s roles
Table Stakes vs Leverage
Table Stakes
Baseline requirements that most roles expect
Modern component-based UI library for building interactive web applications
Versatile programming language used for backend, data, and automation
Cloud infrastructure platform for deploying and scaling applications
Object-oriented programming language for enterprise applications
Continuous integration and continuous deployment practices
Application Programming Interface for connecting services
Leverage
Differentiator signals that set you apart
Experience with ml
Statically typed programming language developed by Google
Experience with angular
Experience with spring
Experience with llms
Experience with github
Trending Signals
Experience with ml
Key differentiator for 21% of roles requiring ml
Statically typed programming language developed by Google
Key differentiator for 19% of roles requiring go
Experience with llms
Key differentiator for 10% of roles requiring llms
Experience with retrieval augmented generation
Fastest growing skill in market - new% growth
Experience with embeddings
Fastest growing skill in market - 400% growth
Experience with swift
Fastest growing skill in market - 210% growth