Prompt engineering from people who actually do it
Guides, salaries, and AI jobs from 1,300+ prompt engineers.
Guides & Resources
Written by prompt engineers, not content marketers.
Prompt Engineering Guide
GuideEverything you need to know about prompt engineering. Core techniques, tools, career paths, and common mistakes to avoid.
Freelance as a Prompt Engineer
FreelanceRates, platforms, and strategies for building a freelance prompt engineering practice. What clients actually pay for.
Best Practices
Best PracticesSkip the theory. Proven techniques from hundreds of real projects. What works in production.
Featured AI Roles
Hand-picked opportunities from top AI companies. Updated every week.
Get Smarter About AI in 3 Minutes
Weekly AI market intelligence: job trends, salary movements, skills in demand, and strategic analysis.
Essential AI Tools
Reviews and comparisons of the tools every AI professional should know.
Cursor
AI Code EditorThe AI-first code editor that's replacing VS Code for many developers. Multi-file editing with Claude and GPT-4.
GitHub Copilot
AI Pair ProgrammingMicrosoft's AI coding assistant. Deep GitHub integration and the most widely adopted AI coding tool.
Cursor vs Copilot
ComparisonHead-to-head comparison: which AI coding tool should you invest your time in learning?
Cursor vs Windsurf
ComparisonTwo AI-native code editors go head-to-head. Which one fits your workflow better?
Frequently Asked Questions
What is prompt engineering?
Prompt engineering is the practice of designing inputs for AI models like GPT-4 and Claude to get reliable, useful outputs. It's part writing, part logic, part experimentation. Our prompt engineering guide covers the core techniques, from zero-shot prompting to chain-of-thought reasoning. Check the full AI glossary for more terms.
How do I get started as a prompt engineer?
Start by learning the fundamentals. Our complete guide walks you through core techniques, and our best practices article covers what actually works in production. Then practice. A lot. Build a portfolio of prompts that solve real problems.
What do prompt engineers earn?
Based on data from our community and job board, prompt engineers in the US earn between $120k and $250k depending on experience and company. Check our salary data for current numbers broken down by role, location, and experience level.
Is prompt engineering a real career?
Yes. Companies like Anthropic, OpenAI, Google, and hundreds of startups actively hire prompt engineers. Our job board tracks 200+ active AI roles with real salary data. Read our guide to what prompt engineers actually do for a full breakdown of responsibilities, skills, and career paths. The field is still young, but demand is growing fast as more companies deploy AI products.
Why I Built This
"I started PE Collective 3 years ago because I couldn't find a community of generative AI builders. So I built one. We're 1,300+ prompt engineers, AI engineers, and ML practitioners sharing what actually works. Whether you're writing your first prompt or shipping production AI, you've got people here who get it."
— Rome, Founder
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