What is coming next for LLM makers?

Hiring insights from job openings data for the LLM makers reveal where they're placing bets (and where strategies differ)...

🧱 Infrastructure Investments: All major players are investing heavily in infrastructure. These companies are building multi-gigawatt data centers and developing specialized hardware optimization capabilities, signaling that proprietary infrastructure is viewed as a critical competitive advantage.

🤑 Enterprise GTM: Companies across the board are aggressively building out enterprise sales capabilities, with a common pattern of establishing specialized roles for vertical markets, solutions architects, and customer success teams. This indicates a clear industry-wide shift toward enterprise monetization.

🤖 Agent Development: Multiple companies are investing in agent technology that can use tools, control operating systems, and perform complex tasks with minimal oversight. This represents the next frontier beyond foundation models.

📽️ Multimodal Capabilities: Every major player is expanding beyond text into video, audio, and image processing capabilities, suggesting multimodal AI is becoming table stakes in the industry.

🛡️ Safety & Security: Demonstrates varying levels of investment in safety, from Anthropic's intensive biosecurity and red-teaming efforts to more standard safeguards at other companies.

Hiring trends collectively signal an industry-wide shift from sole focus on R&D to commercial deployment and scale, with a growing emphasis on enterprise-grade features, safety, and specialized infrastructure.