AI Engineer: A Fact-Based Roadmap to $270,000/year

From the creator

πŸ“Š DataCamp AI Engineer Certification: https://datacamp.pxf.io/9VJoOY πŸ“Š DataCamp Associate AI Engineer Track: https://datacamp.pxf.io/m42dZy πŸ† Become an official Claude Certified Architect (CCA-F) in 2026 ➑ https://www.skool.com/autonomee AI Engineering: A Realistic Roadmap for Beginners (2026) I read 497 real AI Engineer job postings across 7 months β€” October 2025 through April 2026. Then I cross-referenced everything with Stanford's 2026 AI Index. Here's what the market is ACTUALLY asking for, tier by tier. Two things that surprised me: Anthropic Claude mentions grew 10x in seven months and now appear more than OpenAI. Agents are mentioned in over half of April postings β€” they're the new floor for application engineers. The full dataset (interactive dashboard, downloadable CSV, sortable trends) is at: πŸ“ˆ https://godagoo.github.io/ai-engineer-postings/ ⏱️ TIMESTAMPS: 0:00 β€” Why this roadmap is different (497 postings + Stanford 2026) 1:59 β€” The reference job posting (Scale AI, $216-270K) 3:52 β€” The reality: Stanford 2026 numbers nobody's talking about 4:47 β€” Tier 1: Foundations (Python, AI literacy, math) 7:51 β€” Tier 2: Agents, prompt engineering, RAG, evals 10:38 β€” RAG: what the data actually says 11:26 β€” Orchestration frameworks 12:12 β€” Tier 3: Production & evals (what separates senior engineers) 14:27 β€” What's next: Part 2 preview πŸ”— LINKS: πŸ“Š DataCamp AI Engineer Certification: https://datacamp.pxf.io/9VJoOY πŸ“Š DataCamp Associate AI Engineer Track: https://datacamp.pxf.io/m42dZy πŸ“ˆ Interactive Dashboard (497 postings): https://godagoo.github.io/ai-engineer-postings/ 🏠 Autonomee Community (build your AI Second Brain): https://www.skool.com/autonomee πŸ“ˆ Reference posting β€” Scale AI Applied AI Engineer: https://job-boards.greenhouse.io/scaleai/jobs/4514173005 πŸ“Š SOURCES: β€’ 497-posting dataset (Goda Go, original research): https://godagoo.github.io/ai-engineer-postings/ β€’ Stanford AI Index 2026: https://hai.stanford.edu/ai-index/2026-ai-index-report β€’ LinkedIn Jobs on the Rise 2026: https://www.linkedin.com/pulse/linkedin-jobs-rise-2026-25-fastest-growing-roles-us-linkedin-news-dlb1c β€’ Anthropic Economic Index (Jan 2026): https://www.anthropic.com/research/anthropic-economic-index-january-2026-report β€’ Anthropic Economic Index (Mar 2026): https://www.anthropic.com/research/economic-index-march-2026-report β€’ WEF Future of Jobs 2025: https://www.weforum.org/publications/the-future-of-jobs-report-2025/ β€’ Glassdoor, Levels.fyi, Built In β€” April 2026 salary data Part 2 covering Tier 4 (specialization), AI security, red teaming, MCP, open source models, and the Anthropic Claude certification is coming soon β€” subscribe so you don't miss it. #AIEngineer #AIRoadmap #LearnAI #DataCamp #ArtificialIntelligence #AICareer #MachineLearning #AI2026 #TechCareer #AIJobs

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Makers residency 4th edition

Your idea can be anything. At our last workshops, people built plant-based nutrition businesses, a way to measure planetary resilience, crochet headwear and a way to connect lonely people living in the same building. An asset manager went on to raise an additional Β£25M on their fund within nine months. The fourth workshop is a full day at KOKO with Nick Sarafa, learning to build with Claude Code. Bring the thing you keep meaning to start. We’ll bring the pizza.

β—† Fri 13 Nov 2026 β—† KOKO, London
Makers residency 4th edition
Live event
Makers residency 4th edition
Fri 13 Nov 2026

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