2026 Technology Salary Trends: The Skills and Roles Driving Growth

Access the Salary Guide

Understanding compensation trends is more critical than ever—whether you’re a hiring manager competing for top technology talent or an IT professional navigating today’s evolving job market. While overall salary growth has moderated compared to recent years, opportunities continue to expand for those with the skills that drive innovation and transformation.

The 2026 Salary Guide From Robert Half reveals that technology and IT salaries are projected to rise an average of 1.6% year over year, reflecting steady, sustainable growth across the sector. What matters most is not just the percentage increase but where employers are investing in specialized talent—driven by AI, cloud computing, data modernization and cybersecurity—and how professionals can align their career paths to meet that demand.

While overall growth has moderated from recent years, pay for professionals with these specialized skills remains highly competitive. Employers are responding to a persistent talent shortage by offering above-market compensation and enhancing benefits and perks to attract and retain top performers.

Heading into 2026, technology leaders’ critical priorities, like AI and data readiness, security and modernization, are shaping their pay strategies. These initiatives are fueling salary growth for professionals who bridge innovation and implementation and guiding where employers invest most in compensation and career development.

Tech Salaries 2026: Roles and Skills in High Demand

Technology salary growth in context
The value of specialized tech skills
Industries paying more for tech skills
Emerging roles redefining the tech workforce
Managing compensation expectations
Total compensation matters in technology
Upskilling and contract talent: Meeting the moment
Opportunities ahead in technology

Technology salary growth in context

Looking back at recent projections shows how the market has evolved—and where new opportunities are emerging. Heading into 2026, technology and IT salaries are projected to rise 1.6% on average.

Although overall growth has steadied, this moderation signals a more sustainable hiring landscape—one that rewards professionals with expertise in emerging technical areas like AI, data science and engineering and cybersecurity. For employers, success depends on knowing where to invest compensation. For job seekers, it means targeting the roles and skills that command higher pay and long-term career growth.

Roles driving higher salaries in technology

These roles represent where employers are willing to pay more and where skilled professionals can find meaningful advancement. The common thread is clear: experts who drive AI innovation, protect systems and data and build the infrastructure powering modernization are in the highest demand heading into 2026.

Infographic titled “Technology Salary Growth: Year-Over-Year and by Role.” A bar chart on the left shows average salary increases by year.

Technology Salary Growth: Year-Over-Year and by Role Explore how pay is evolving across roles and which positions are leading the way in salary growth. Yearly change: 2023: +3.5% 2024: +2.9% 2025: +1.6% 2026: +1.6% Roles with above-average salary growth (projected salary growth from 2025 to 2026): AI/ML engineer—+4.4%, $170,750 Data scientist—+4.1%, $153,750 Cybersecurity engineer +4.0%, $144,000 Data analyst +3.3%, $117,250 ERP developer +3.2%, $143,500 DevOps engineer 3.0%, $145,750 The scatter plot displays each role’s projected growth alongside its projected national midpoint salary for 2026. Source: 2026 Salary Guide from Robert Half.

The value of specialized tech skills

In technology, expertise commands a premium. According to the Salary Guide, 87% of technology leaders offer higher pay to candidates with specialized skills. These high-value capabilities power automation, fuel innovation and define the future of tech work. Professionals who connect legacy and next-gen expertise will be in especially high demand. Below is a look at the top skills expected to command higher pay in 2026.

Infographic titled “Higher-Paying Tech Skills and Hottest Certifications.” A horizontal bar chart shows the top skills technology leaders are willing to pay more for.

Higher-Paying Tech Skills and Hottest Certifications Top skills leaders are willing to pay more for: AI, machine learning and data science — 59% Cybersecurity — 52% Cloud computing, security and architecture — 41% Software and applications development — 39% Data analytics, BI and reporting — 35% Top certifications: AWS Certified Cloud Practitioner Certified Cloud Security Professional (CCSP) Certified Data Professional (CDP) Certified Information Systems Auditor (CISA) CompTIA (A+, Cloud+, Security+) Microsoft Certified Azure Solutions Architect Project Management Professional (PMP) Source: Robert Half survey of more than 430 technology leaders in the U.S.

Industries paying more for tech skills

Technology is the backbone of nearly every sector, yet some industries are moving fastest to secure top talent:

Financial services—Increasing reliance on AI-driven analytics, fintech solutions and cybersecurity.

Healthcare—Rising need for cloud infrastructure and data protection.

Professional services—Expanding automation and ERP systems to improve efficiency.

Employers in these sectors are competing aggressively for professionals with the right mix of technical and business skills.

Emerging roles redefining the tech workforce

The rise of generative AI and automation is creating new positions that merge creativity, coding and strategy:

Agentic AI engineer/developer—Builds AI agents that act autonomously to complete tasks.

AI strategy consultant—Guides organizations through responsible AI integration.

AIOps engineer—Designs AI-powered systems that automate and improve IT operations.

LLM engineer—Develops and refines large language models, including prompt engineering and data management.

As these roles evolve, employers are looking to market data and recruiter insights to ensure pay remains competitive and aligned with demand.

Managing compensation expectations

Hiring competition remains high and so do candidate expectations. Sixty-nine percent of technology leaders are concerned about keeping pace with pay demands, especially for in-demand roles.

For critical positions tied to modernization or security, many employers are stretching budgets or fast-tracking offers, while those offering below-market pay risk losing candidates to companies with stronger hybrid options or total compensation packages.

To stay competitive, organizations are rethinking offers by:

Adding new benefits and perks

Increasing starting salaries

Including salary ranges in job descriptions to attract qualified talent faster

Total compensation matters in technology

Salary is only part of the package. In tech, where competition for specialized talent is strong, total compensation often determines who attracts and keeps top professionals.

For employers, that means going beyond pay. Tech teams value flexibility, growth and well-being as much as innovation. Companies that combine hybrid work with strong perks and benefits—from certification programs to wellness stipends—show real commitment and stand out in the market.

For many job seekers, opportunities offering mentorship, development and balance can outweigh a higher paycheck. In a field built on innovation, the smartest compensation strategies invest in people as much as technology.

Upskilling and contract talent: Meeting the moment

Seventy-six percent of technology leaders report skills gaps within their departments and most say the impact has grown over the past year. With innovation moving faster than internal hiring cycles, many organizations are turning to contract talent, especially for AI governance, automation and cloud initiatives, and upskilling programs to close the gap.

These can also be effective solutions when budgets are tight and full-time hiring isn’t feasible. Contract professionals help maintain progress by providing needed skills and experience, managing heavy workloads and keeping transformation projects on track.

Upskilling employees in cloud, automation and AI tools both bridges skills gaps and strengthens retention. Many programs now also focus on AI fluency, data literacy and cybersecurity awareness, ensuring teams can support modernization projects and the safe adoption of new tools.

Opportunities ahead in technology

Technology in 2026 is focused on sustainable progress, not short-term trends. Employers are refining compensation strategies, investing in upskilling and embracing flexible talent models. For professionals, expanding technical and business skills opens the door to higher pay and long-term growth.

While salary increases are moderate, opportunity is strong for those ready to shape what’s next. In an industry defined by transformation, success comes from the people who know how to turn technology into progress.

Explore salary trends across other industries

2026 Administrative and Customer Support Salary Trends: The Skills and Roles Driving Growth

2026 Finance and Accounting Salary Trends: The Skills and Roles Driving Growth

2026 Legal Salary Trends: The Skills and Roles Driving Growth

2026 Marketing and Creative Salary Trends: The Skills and Roles Driving Growth

2026 Nonclinical Healthcare Salary Trends: The Skills and Roles Driving Growth

2026 Human Resources Salary Trends: The Skills and Roles Driving Growth