News and insights.
AI engineering roles are booming beyond product companies. Here’s how jobs, pay, and day-to-day work differ at tech startups, venture capital firms, and private equity firms in 2026/2027 - and which path might fit you best.
A guide to the best places to build an AI career in the U.S. - from frontier labs and infrastructure leaders to enterprise platforms, AI-native startups, and high-impact vertical applications.
The AI talent market isn't one market - it's at least five, and they're diverging faster than any comp committee can track. A broad-market AI engineer earns a $155K median; a frontier-lab package can clear $1M. Drawing on Levels.fyi, PwC's billion-posting Jobs Barometer, Stanford's AI Index, and secondary-market data, this analysis maps the five tiers, and makes seven forecasts for 2027
Data science extracts insights from data. AI engineering builds systems that act and learn on their own. Here’s how the two fields differ in focus, tools, goals, and career paths - so you can choose the right one.
Private equity and venture capital firms are professionalizing their technology and AI capabilities. They are hiring the same talent that startups and Big Tech compete for, but offering a different risk-reward profile: high-leverage technical work, exposure to capital allocation and value creation, competitive pay, and far less binary downside.
