Let’s make this simple.
If you work in tech in 2026, you’re asking one thing:
“Am I paid fairly for what I do?”
This tech salary guide breaks down the latest IT salary trends, compensation benchmarks, and factors that influence tech wages in the U.S. It covers salaries by role and experience, the skills employers are willing to pay more for, and how factors such as location, industry, and total compensation can affect an IT professional's salary.
This guide is for:
Tech professionals checking if they are paid fairly
Job seekers planning their next move
Hiring managers setting salary ranges
If you work in tech or hire tech talent, this will help you understand what the market looks like right now.
Quick Answers
How much do tech professionals make in 2026? Salary varies widely by role and experience. For example, Robert Half's 2026 national starting-salary midpoint is $170,750 for AI/ML engineers, $156,250 for data engineers, and $142,000 for software engineers.
What are the current IT salary trends? Technology and IT salaries are projected to increase by 1.6% on average in 2026, although specialized roles are seeing stronger growth.
Which tech skills command higher pay? AI and machine learning, cybersecurity, cloud computing, software development, and data analytics are among the specialized skills employers are willing to pay more for.
Does experience affect tech compensation? Yes. Salary also depends on skills, certifications, industry, company size, location, and demand for the role.
How Tech Salaries Work in 2026
Salaries in 2026 are not based on job titles alone. Companies now pay more for skills that drive results. AI, cloud, and data skills increase pay faster than experience alone. Two people with the same role can earn very different salaries based on what they can build and deliver.
How Experience Affects Tech Salaries
Experience still plays an important role in determining tech compensation, but it is not the only factor. Candidates with more experience, advanced skills, and relevant certifications typically fall into higher salary ranges.
For example, the 2026 Robert Half Salary Guide reports technology compensation at three levels:
Low: Candidates who are newer to the role or still developing the required skills.
Mid: Candidates with moderate experience who meet most requirements and may have relevant certifications.
High: Candidates with extensive experience, advanced skills, or specialized certifications.
Tech Salary by Role in 2026 (US Breakdown)
Tech compensation varies significantly by role. In 2026, specialized positions in AI, data, cybersecurity, cloud, and software development continue to command competitive starting salaries.
Tech Salary by Role in 2026
Tech compensation varies significantly by role. In 2026, specialized positions in AI, data, cybersecurity, cloud, and software development continue to command competitive starting salaries.
The following national salary benchmarks from Robert Half's 2026 Salary Guide show the low, mid, and high starting-salary levels for several in-demand technology roles. Actual pay can vary by location, skills, experience, certifications, industry, and employer.
Role | Low | Mid | High |
AI/ML Engineer | $134,000 | $170,750 | $193,250 |
Data Engineer | $127,000 | $156,250 | $180,750 |
Data Scientist | $121,750 | $153,750 | $182,500 |
DevOps Engineer | $118,000 | $145,750 | $173,750 |
Cybersecurity Engineer | $118,500 | $144,000 | $190,750 |
Software Engineer | $109,250 | $142,000 | $175,500 |
Network/Cloud Engineer | $110,000 | $132,000 | $155,000 |
IT Project Manager | $103,500 | $122,750 | $147,000 |
Source: Robert Half 2026 Salary Guide. Figures represent national starting-salary benchmarks.
What Do These IT Salaries Tell Us?
AI and data-focused roles sit near the top of the 2026 salary benchmarks. The $170,750 midpoint for AI/ML engineers is higher than the midpoint for software engineers at $142,000. Data engineers and data scientists also have midpoints above $150,000.
This does not mean every AI or data professional will earn more than every software engineer. Rather, it shows where employers are placing greater value on specialized technical skills. Salary should therefore be evaluated alongside the role, experience level, location, and skills required.
What Is Total Compensation in Tech Jobs?
Total compensation includes more than base salary. When comparing technology job offers, consider the full value of the package rather than looking only at the advertised salary.
A tech compensation package may include:
Base salary: Your fixed annual or hourly pay.
Bonuses: Performance-based or signing bonuses, depending on the employer and role.
Equity: Stock options or restricted stock may be part of compensation, particularly at startups and publicly traded companies.
Benefits: Health insurance, retirement contributions, paid time off, and other employer-sponsored benefits.
Professional development: Certification support, training, conferences, and education benefits can add value to an offer.
Flexibility and perks: Remote or hybrid work, flexible schedules, wellness benefits, and other perks can also influence the overall value of a job.
For example, two software engineering jobs could offer the same base salary but have very different total compensation once bonuses, equity, benefits, and flexibility are considered.
When comparing wages for IT professionals, look at the complete offer—not just the number attached to the salary.
What Drives Tech Salaries in 2026? (Key Factors)
1. Skills (Biggest Factor)
High-impact skills:
AI / Machine Learning → +30% to 50%
Cloud (AWS, Azure) → +20% to 35%
Cybersecurity → +25% to 40%
Data Engineering → +20% to 30%
Skills matter more than degrees.
2. Tech Stack (Often Overlooked)
Backend:
Java / .NET → stable pay
Go / Rust → higher pay (scarcity)
Frontend:
React → standard
Web3 / advanced UI → higher pay
Data:
SQL only → lower band
Python + ML → premium
3. Company Type
Same job. Different pay.
Startup (Series A): lower base + higher equity
Growth company: balanced
Enterprise: higher base, lower upside
Where you work changes your pay structure.
4. Industry
Fintech → highest pay
SaaS → balanced
Healthcare → stable, slightly lower
Government → lowest, but secure
5 Top Paying Tech Skills in 2026 (Increase Your Salary Faster)
Here are the skills that are driving the highest salaries right now:
AI and Machine Learning
Cloud Architecture (AWS, Azure, GCP)
Cybersecurity
Data Engineering
DevOps and Automation
If you want a faster salary increase, focus on adding one of these to your current role.
2026 Technology and IT Compensation Trends
IT salaries are still rising in 2026, but growth is concentrated in specialized roles and skills. An average 1.6% increase in technology and IT salaries is projected in the U.S. from 2025 to 2026. That is lower than the increases seen earlier in the decade, but professionals with AI, data, cybersecurity, cloud, and other specialized skills continue to command stronger compensation.
IT Salary Growth Is Moderate, but Specialized Roles Are Outpacing the Market
The overall 1.6% increase does not tell the whole story. Some technology roles are seeing considerably faster salary growth:
Role | Projected 2026 salary growth |
AI/ML Engineer | 4.4% |
Data Scientist | 4.1% |
Cybersecurity Engineer | 4.0% |
Data Analyst | 3.3% |
ERP Developer | 3.2% |
DevOps Engineer | 3.0% |
These increases reflect where employers are directing technology investment. AI adoption, data modernization, cybersecurity, and cloud initiatives are creating demand for professionals who can implement and manage these systems.
AI and Cybersecurity Are Shaping 2026 Pay
AI is one of the clearest drivers of technology compensation in 2026. 59% of technology leaders are willing to pay more for AI, machine learning, and data science skills. Cybersecurity follows at 52%, while 41% cite cloud computing, security, and architecture.
Software and IT Infrastructure Salaries Continue to Rise
Software development remains a strong area for salary growth, with compensation projected to increase 2.3% in 2026. DevOps and QA automation are seeing some of the strongest gains within this category. Consulting and enterprise systems, along with data engineering, analytics, and reporting, are projected to grow by 1.7%.
The broader trend is clear: employers are not simply paying more for technology experience. They are paying more for skills that help them build, secure, automate, and modernize technology environments.
What Does This Mean for Tech Professionals?
The strongest salary opportunities in 2026 are concentrated in high-demand technical skills. An average 1.6% IT salary increase does not mean every technology professional will see the same increase. Professionals who build expertise in AI, cybersecurity, cloud, data, or automation may have greater earning potential than those whose skills are less specialized.
For job seekers, this makes skill development an important part of salary growth. For employers, it means competitive compensation may require paying above the market rate for hard-to-find expertise.
Tech Salary by Location vs Remote Pay
Top Paying Cities:
New York
San Francisco
Seattle
Growing Markets:
Austin
Denver
Raleigh
Remote Pay Insight:
5%–15% lower than top cities
Some companies use geo-based salary bands
Location matters less than before, but it still affects pay.
Tech Salary Outlook for 2027
Tech salaries are likely to remain strongest in areas where demand for specialized skills continues to outpace the available talent. Current 2026 compensation data already shows above-average salary growth for AI/ML, data science, cybersecurity, and DevOps roles.
The employment outlook supports this trend. The U.S. Bureau of Labor Statistics projects 33.5% growth for data scientists and 28.5% growth for information security analysts between 2024 and 2034, compared with 3.1% for all occupations. Software developer employment is projected to grow 15.8%.
This does not mean every tech professional will receive a large raise in 2027. Instead, the strongest salary growth is likely to remain concentrated in roles that require specialized expertise in AI, data, cybersecurity, cloud infrastructure, and software development.
Why This Growth Is Happening
According to industry salary benchmarks:
AI adoption is increasing budget allocation
Security risks are driving urgent hiring
Cloud infrastructure remains a top investment
Companies are paying more for roles that directly impact revenue and risk.
Final Thoughts
Tech salaries in 2026 are not fixed. They change based on your skills, experience, and the value you bring. If your salary has not changed in a while, the market may have already moved ahead. The fastest way to grow your salary is simple. Build the right skills and choose better opportunities.
Tech Salary FAQs (2026)
What salary should I ask for in a tech job offer?
First, check market ranges for your role and level. Then aim for about 10% to 20% higher than your current pay, so you have room to negotiate.
How do I benchmark my tech salary correctly?
Start with your role, experience, and location. Then compare total compensation, not just base salary, to see where you stand in the market.
What is total compensation in tech jobs?
It includes base salary, bonus, and equity. In many cases, equity can add 20% to 40% more value, so salary alone is not the full picture.
Why do two people with the same role earn different salaries?
Because skills matter more than titles today. For example, AI or cloud skills increase your value, so specialization often leads to higher pay.
When is the best time to ask for a salary raise?
Usually after strong results or clear project impact. It also works best during performance reviews or offer discussions when companies are more flexible.