FREE & OPEN RESOURCE
Navigate the transition to
an AI-driven world
A free resource hub for the skills, roles, and tools shaping economies. No login. No paywall. Just the information that helps you act.
34
Skills
26
Roles
29
Tools
23
Resources
AI EXPOSURE CHECK
How safe is your job from AI?
Search your job title and get an instant AI exposure rating based on research from OpenAI, Brookings, McKinsey, and the World Economic Forum.
SKILLS LIBRARY
What to learn right now
Skills ranked by demand, with time estimates and free resources. No fluff.
Prompt Engineering & Context Design
beginnerWriting effective prompts and designing context for LLMs. A foundational AI literacy skill now embedded into most roles rather than a standalone specialty.
⏱ 2-4 weeks📈 High demand
→AI-Assisted Development
intermediateBuilding software using AI coding tools like Claude, Cursor, and Copilot. Build working prototypes and MVPs faster, production systems still require deeper engineering skills.
⏱ 4-8 weeks🔥 Very High demand
→Agentic AI & Multi-Agent Orchestration
advancedBuilding and managing autonomous AI agents that use tools, maintain memory, and complete multi-step tasks. The defining AI skill of 2026, from single prompts to systems that act.
⏱ 6-12 weeks🔥 Very High demand
→AI Cybersecurity
intermediateProtecting AI systems against adversarial attacks, prompt injection, and model poisoning, plus using AI to defend traditional systems. One of the most in-demand IT skills for 2026.
⏱ 6-10 weeks🔥 Very High demand
→Data Literacy
beginnerReading, interpreting, and communicating data insights. Critical for every role in an AI-augmented workplace, data literacy is consistently cited as one of the biggest enterprise skills gaps.
⏱ 3-6 weeks🔥 Very High demand
→AI Image & Video Generation
beginnerCreating visuals with Midjourney, Flux, Runway, Kling, and Sora. Essential for marketers, designers, and content creators.
⏱ 2-3 weeks📈 High demand
→ROLES DIRECTORY
Jobs that exist because of AI
From software to the shop floor to the hotel lobby, roles that are new, changed, or in massive demand. Real titles, real salary ranges.
AI Engineer
🔥 HotBuilds and deploys AI-powered features into production applications. Works across LLMs, APIs, and infrastructure. The #1 fastest-growing job title in the U.S. in 2026.
Salary $140-220K
Key Skills Python, LLM APIs, RAG
Machine Learning Engineer
🔥 HotDesigns, trains, and deploys machine learning models for production use. One of the highest-volume and most established AI job titles across all industries.
Salary $145-219K
Key Skills Python, PyTorch/TensorFlow, MLOps
AI Product Manager
🔥 HotDefines and ships AI-powered product features. Translates model capabilities into user value.
Salary $130-200K
Key Skills Product sense, data literacy, AI fluency
AI Operations Specialist
GrowingManages AI tool adoption, workflow automation, and change management across organizations.
Salary $75-130K
Key Skills Automation, process design, training
AI Content Strategist
GrowingDesigns content workflows powered by AI. Manages the line between generated and human-crafted content.
Salary $80-120K
Key Skills Prompt craft, editorial judgment, SEO
Prompt Engineer
EvolvingOptimizes LLM interactions for production systems. Writes, tests, and maintains prompt libraries that other teams depend on. This role is being absorbed into broader AI engineering positions.
Salary $90-150K
Key Skills Prompt design, eval systems, LLM APIs
TOOLS GUIDE
The best AI tools, by what you need
Not a list of every tool. Just the ones worth your time, organized by what you’re trying to do.
💬
ChatGPT
The most widely used AI assistant globally. Conversational AI for writing, research, coding, and analysis across GPT-5.x models.
BuildWriteResearch
View details →⚡
Claude
Conversational AI for writing, analysis, coding, and reasoning. Known for long-context understanding, safety, and nuanced output.
BuildWriteCode
View details →✨
Google Gemini
Google’s flagship AI model integrated across Workspace, Search, and cloud. Strong multimodal capabilities with deep Google ecosystem integration.
BuildResearchWrite
View details →🔍
Perplexity AI
AI-powered search and research engine. Ask complex questions and get sourced, cited answers. The best way to research topics deeply without manual Googling.
ResearchSearch
View details →🖥️
Cursor
AI-native code editor used by half the Fortune 500. Write and edit code through conversation. Best for developers and aspiring builders.
BuildCode
View details →🤖
GitHub Copilot
The most widely adopted AI coding assistant. Integrates into VS Code and JetBrains with inline suggestions, chat, and multi-file editing.
BuildCode
View details →RESOURCES
Curated guides to get you started
The best free and paid resources for navigating the AI transition. Courses, guides, trackers, and newsletters, vetted and organized.
Google AI Essentials
courseFoundational course from Google covering how AI works, prompt writing, and responsible AI use. Best starting point for complete beginners. Certificate requires Coursera subscription.
Google / CourseraPaid
Details →Prompt Engineering Guide
guideOpen-source guide to prompt engineering techniques, from zero-shot to chain-of-thought. Constantly updated by the community.
DAIR.AIFree
Details →AI for Everyone by Andrew Ng
courseNon-technical course explaining what AI is, what it can and can’t do, and how to navigate an AI-transformed workplace. Paid ($49) with Coursera financial aid available.
Coursera / DeepLearning.AIPaid
Details →Harvard CS50's Introduction to AI
courseFree university-level intro to AI concepts including search, knowledge, machine learning, and neural networks. Rigorous but accessible.
Harvard / edXFree
Details →The Batch by Andrew Ng
newsletterWeekly newsletter covering the most important AI news, research, and practical applications. Best way to stay current without doom-scrolling.
DeepLearning.AIFree
Details →SBA Business Startup Guide
guideOfficial U.S. government guide to starting a business, LLC formation, licensing, funding, and planning. General-purpose, with a section on AI for small business.
U.S. Small Business AdministrationFree
Details →