Security Clearance (TS/SCI) leads with a +20% salary premium in 2026. Average premium across all 35 tracked skills is +8.5%. AI-specific skills cluster at the top, with infrastructure and security skills close behind.
Source: BLS OES, H-1B LCA (DOL), state pay-transparency job postings, and community submissions. Cost-of-living adjusted via BEA Regional Price Parities.
#
Skill
Category
Salary Premium
1
Security Clearance (TS/SCI)
Security
+20%
2
AI Safety Research
Security
+15%
3
LLM Fine-Tuning
AI & ML
+14%
4
Reinforcement Learning
AI & ML
+13%
5
CUDA
AI & ML
+12%
6
RAG (Retrieval-Augmented Generation)
AI & ML
+11%
7
Kubernetes
Infrastructure
+11%
8
Transformers
AI & ML
+10%
9
Rust
Languages
+10%
10
Vector Databases
Data
+10%
11
PyTorch
AI & ML
+9%
12
Computer Vision
AI & ML
+9%
13
Apache Spark
Data
+9%
14
Zero Trust Architecture
Security
+9%
15
LangChain
AI & ML
+8%
16
NLP
AI & ML
+8%
17
C++
Languages
+8%
18
GCP
Cloud
+8%
19
Terraform
Infrastructure
+8%
20
Kafka
Data
+8%
21
Snowflake
Data
+8%
22
Penetration Testing
Security
+8%
23
TensorFlow
AI & ML
+7%
24
Go
Languages
+7%
25
AWS
Cloud
+7%
26
Azure
Cloud
+7%
27
dbt
Data
+7%
28
Scala
Languages
+6%
29
Apache Airflow
Data
+6%
30
Python
Languages
+5%
31
Next.js
Frameworks
+5%
32
TypeScript
Languages
+4%
33
Docker
Infrastructure
+4%
34
React
Frameworks
+4%
35
Node.js
Frameworks
+4%
Methodology
Salary estimates are aggregated from Bureau of Labor Statistics Occupational Employment and Wage Statistics (OES), Department of Labor H-1B LCA disclosures, state pay-transparency job postings, and community submissions. Cost-of-living adjustments use Bureau of Economic Analysis Regional Price Parities (RPP). Data covers January 2022 through April 2026. Figures represent estimated annual base salary unless otherwise noted.
Common questions
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.
Key Fact
35 skills
ranked by salary premium
The Orbyt Skills Impact tool ranks 35 in-demand technical skills (PyTorch, Kubernetes, Rust, Go, React, etc.) by their dollar premium over baseline, derived from analysis of state pay-transparency job postings, H-1B LCA filings (DOL), and community submissions.