Skills That Pay More.

Security Clearance (TS/SCI) has the highest salary premium at +20% in 2026. Top Secret clearance commands the highest premium in defense and intelligence sectors.

PyTorch adds +9% to base salary for AI and ML engineers in 2026. PyTorch is the industry-standard deep learning framework, used by OpenAI, Meta AI, and nearly every major research lab for production ML systems.

Yes. Kubernetes adds +11% to base salary on average for infrastructure, platform, and DevOps roles. Kubernetes is essential for modern cloud-native applications and container orchestration at scale, making it one of the highest-value infrastructure skills.

LLM Fine-Tuning has the fastest-growing demand and highest AI skill premium at +14% in 2026. As companies move from generic LLM APIs to custom fine-tuned models for their specific use cases, engineers who can fine-tune models like Llama, Mistral, and others command exceptional salary premiums.

A Top Secret (TS/SCI) security clearance adds +20% to base salary in defense, intelligence, and cybersecurity roles. Security clearances are the single highest-premium credential because the supply is limited and background investigations take 6-18 months.

Python is increasingly table stakes for AI and data roles, adding a modest +5% premium. Higher premiums come from specialized Python skills: PyTorch (+9%), distributed computing with Ray, or ML infrastructure. Learning Python alone is no longer enough to stand out.