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Read the report Technology leaders face colliding priorities as they try to strengthen security, implement AI and modernize systems simultaneously, often with limited capacity. That pressure is keeping demand high for talent in areas such as cybersecurity and data engineering. And while AI can help move things forward, someone still has to build it, run it and fix it when it breaks. The tech talent shortage is making all of this harder. Research for Robert Half’s latest Demand for Skilled Talent report shows tech and IT leaders are responding by ramping up hiring in the second half of 2026. But which roles matter most, and what does it take to land the people you need?

What does the technology hiring market look like?

Among all sectors surveyed, technology leaders are hiring most aggressively in the second half of 2026. More than three-quarters (78%) plan to increase permanent headcount—up sharply from 61% earlier in the year—and 66% expect to bring in more contract professionals. At the same time, 65% of technology hiring managers say finding skilled talent is more challenging than it was a year ago. Organizations are spending more on recruiting yet still struggling to staff the roles they need most. How skills shortages are affecting teams 71% of technology leaders say skills shortages have caused project delays in the past year, and nearly half (49%) report that projects have been canceled entirely. The initiatives most affected are AI integration (64%), security of systems and information (60%), and software engineering and development (52%)—the ones organizations are counting on to stay competitive. That percentage for AI integration is the highest recorded for projects impacted by skills shortages across all sectors in Robert Half's research. When you can't hire the people to build and deploy AI, the technology stalls and the competitive advantage everyone was banking on doesn't arrive. What job posting trends show Robert Half's analysis of U.S. job posting activity confirms that demand for technology talent remained strong through 2025. Employers posted nearly 1.1 million technology and IT jobs last year, with roles requiring in-demand AI skills showing the sharpest growth. AI, ML and data science roles totaled 49,200 postings in 2025, up 163% from 2024. Security roles reached 66,800 postings, up 124% year over year. Cybersecurity engineers alone accounted for 20,000 new job posts, a clear signal that security has become a top IT talent acquisition priority. By industry, technology hiring was strongest in financial services and in manufacturing and distribution, each approaching 100,000 roles. Tech and IT firms continued to hire at scale, while consumer products companies expanded teams to strengthen digital platforms and security. What unemployment rates suggest about the competition for skilled talent Unemployment data reinforces how limited the available talent pool remains for many technology roles. Based on the U.S. Bureau of Labor Statistics (BLS), the following roles were among those with Q1 2026 unemployment rates well below the national rate of 4.3% for May 2026: Network and systems administrators: 0.4% Security analysts: 2.7% Software developers: 3.1% Systems managers: 3.6% These low unemployment rates reflect a market where experienced technology professionals have options—and they know it. For employers, that reality often translates into longer searches; more negotiation on compensation, flexibility and role scope; and sustained competition for in-demand technology talent.

What tech and IT roles are still in demand?

AI adoption, security threats and infrastructure modernization are the forces behind the most in-demand tech skills in 2026. Employers are competing for professionals who can build cloud environments, keep platforms secure and ensure systems perform as workloads ramp up: AI/ML engineer: These professionals design, deploy and maintain models that support automation, analytics and product innovation, and they're central to long-term AI strategies. Data engineer: These professionals design and manage data systems, including databases and pipelines, ensuring data is scalable, efficient and secure so analysts and business teams can quickly access and use it. DevOps engineer: DevOps engineers keep development moving by improving pipeline reliability, automating workflows and aiding collaboration between development, operations and security teams. IT project manager: With initiatives spanning systems, vendors and teams, organizations need IT project managers to coordinate work, manage risk and keep timelines on track. Network/cloud engineer: Businesses modernizing infrastructure and supporting hybrid environments need these engineers to maintain performance and security across distributed systems. Software engineer: These professionals build and maintain the applications behind digital products and internal systems. Demand is especially strong for engineers who can integrate AI-driven features. Systems administrator: As IT environments grow more complex, companies need these specialists to manage risk and strengthen security.
Chart showing starting salary ranges for technology roles in highest demand, including AI/ML engineers, data engineers, data scientists, DevOps engineers and cybersecurity engineers. Technology professionals in highest demand The following roles have been experiencing above-average sequential growth and consistent demand throughout the past 12 months. Starting salary: Low, Mid, High. 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 ERP business analyst 101,000 123,250 142,250 IT project manager 103,500 122,750 147,000 Systems administrator 80,250 98,000 118,000 Source: National salary ranges are sourced from the Robert Half 2026 Salary Guide. © 2026 Robert Half Inc. M/F/D/V.

What tech and IT roles are seeing increased demand—and why?

As technology priorities evolve in 2026, some roles are gaining momentum because they sit at the intersection of risk management, data strategy and large-scale transformation. These positions tend to support initiatives that organizations can’t afford to delay or under-resource: Cybersecurity engineer: As cyber risk continues to climb, businesses are increasing investment in cybersecurity engineering to strengthen defenses and reduce exposure, especially as AI adoption introduces new access points and threats. Data scientist: Demand for data scientists is also growing as organizations move beyond basic analytics and apply advanced modeling to AI and ML initiatives, turning data into predictive insight to support automation, personalization and more sophisticated decision making. ERP business analyst: Organizations modernizing core systems rely on ERP business analysts to translate operational needs into clear requirements for technical teams and ensure projects stay aligned with business goals and deliver measurable results.

Learn more about tech and IT jobs in demand

View the report Explore our Demand for Skilled Talent report to see what specializations employers need most this year in tech and IT and other top professions.

What tech and IT skills are in demand?

Technology leaders are prioritizing skills that keep systems secure while enabling AI and data initiatives. They're placing greater value on practical, end-to-end execution than on deep expertise with any single tool. And as AI touches more of the day-to-day work, human skills like critical thinking and adaptability matter more, not less. Here are highlights from Robert Half’s Demand for Skilled Talent report and job posting analysis. In-demand tech skills in 2026 AI adoption Automation workflows Enterprise software apps Governance Product management Software proficiencies in high demand Apache Kafka Databricks Microsoft Azure

How to compete for tech and IT talent in 2026

Find out more Improving IT talent acquisition in a tight hiring market starts with speed and clarity. AI initiatives, cloud upgrades and security improvements often overlap, and candidates want to know which projects they'll work on and what tools they'll use. Employers who communicate those details early and move decisively will have an advantage. Work flexibility can also help. For many tech professionals, flexibility around schedule and location remains a deciding factor. When on-site work is required full time, employers can still differentiate themselves through predictable schedules, balanced workloads and paid time off. Another option: Hire for potential. Robert Half’s research shows that 57% of technology hiring managers say they're prioritizing high-potential candidates and investing in their development when professionals who have the needed skills aren't available. In technology, where in-demand AI skills are changing faster than most people can hone them, hiring someone with strong fundamentals and training them up can be faster than waiting for the perfect candidate. Engaging specialized recruiters can also provide an edge. Higher application volume and uneven quality of candidates’ skills and experience due to the rise of AI-generated resumes are making it harder for leaders to assess potential hires quickly and confidently. As a result, many employers seek additional support. 70% of technology leaders say the AI factor alone has made them more likely to turn to a staffing or consulting firm, mainly to help find candidates with specialized AI skills, identify AI-related skills gaps and manage the increased volume of AI-generated job applications. The results speak for themselves: 93% of tech and IT leaders surveyed for the Demand for Skilled Talent report say staffing firms have been effective at helping them with AI-related hiring challenges. For hiring managers facing tight timelines and a persistent tech talent shortage, specialized recruiters can help surface highly skilled candidates faster. 

About the Demand for Skilled Talent report

The Demand for Skilled Talent report by Robert Half is an authoritative source providing essential insights into employment trends. This report has offered a deep dive into the U.S. hiring landscape for over a decade, spotlighting challenges and strategies to attract and retain talent. It explores what employees seek in their careers, identifies common recruitment errors and suggests solutions. The report spans finance and accounting, technology, marketing and creative, legal, administrative and customer support, and human resources, proving crucial for business leaders and managers. For more on how these findings were developed, see the full Demand for Skilled Talent methodology.