Insights
The 2026 tech job market feels paradoxical. Employers continue to post aggressively in select high-growth areas, yet many qualified professionals report sending numerous applications with minimal response, reflecting a growing gap between job listings and actual hiring velocity.
Ghost jobs, referral-driven hiring, and an accelerating preference for specialized AI skills have created a two-tier system, one visible, and one hidden.
Understanding how to navigate is both the difference between a stalled search and a career-defining move.
Below is a quick-reference breakdown of what defines the hidden tech job market today and why it matters:
- The Scale of What’s Not Visible: Between 50% and 80% of all job opportunities are filled through channels that never appear on a public job board, according to research cited by Management Consulted and the California Institute of Applied Technology (CIAT). For tech specifically, the ratio may lean toward the higher end of that range.
- Referrals Drive Hiring: Although referrals account for only 6% of all job applications submitted, they are responsible for 37% of all hires made, according to data published by LinkedIn and Robert Half survey research.
- Ghost Jobs Are Real: An estimated 30% of tech job postings in 2026 are effectively ghost jobs, roles posted with no near-term hiring intent, according to Fonzi AI Recruiter analysis citing 2024 survey data in which nearly 40% of hiring managers admitted to the practice. For job seekers, this means a significant portion of applications go nowhere by design.
- AI Skills Are the New Admission Ticket: Over 53% of U.S. tech job postings in November 2025 required AI or machine learning skills, up from 29% just a year earlier, according to the Dice 2025 Tech Jobs Report. FinalRound AI analysis of U.S. tech postings, 2026 reports demand for AI skills has grown roughly 7x in just two years.
- The Talent Gap Favors Skilled Candidates: According to Robert Half's Demand for Skilled Talent report, 65% of technology hiring managers say it is harder to find skilled professionals than it was a year ago.
- Networking Is Not Optional: Approximately 54% of U.S. workers report having been hired through a personal connection, according to data cited by the Wave Connect Networking Statistics 2025 report sourcing CPA Practice Advisor. Professional relationships remain the most reliable channel for uncovering unadvertised opportunities.
- Behavioral Traits Are Screening Criteria: Three in five employers say soft skills are now more important than ever, per a January 2026 HR Dive report citing TestGorilla survey data from over 1,000 hiring decision-makers. Robert Half's 2026 Demand for Skilled Talent report lists critical thinking, adaptability, communication, creativity, and emotional intelligence alongside technical skills as the capabilities technology leaders are prioritizing this year. And a LinkedIn Global Talent Trends report found that 89% of bad hires lack critical soft skills, regardless of technical proficiency.
The sections that follow unpack each of these dynamics and provide practical, research-supported strategies for breaking into the hidden market, whether you are a seasoned engineer looking to pivot, a mid-career technologist targeting a leadership role, or a specialist in AI, cloud, or cybersecurity who wants to be found before a job ever goes public.
Tech Talent Jobs 2026
A Tale of Two Markets
The tech job market in 2026 is not uniformly strong or weak—it’s uneven. Overall hiring activity has cooled from pandemic-era highs. U.S. tech job postings declined 36% between February 2020 and July 2025, according to TechTarget’s 2026 market statistics. Economists describe the current environment as “low-hire, low-fire,” meaning companies are hiring more cautiously but are also not aggressively cutting jobs.
However, this cyclical slowdown does not negate long-term structural demand. The Bureau of Labor Statistics projects an average of 317,700 tech job openings annually from 2024 to 2034, well above the national average growth rate, as cited in CompTIA’s 2025 State of the Tech Workforce report. Supporting that projection, Robert Half reported nearly 1.1 million technology job postings in the U.S. during 2025 alone. Even in a moderated hiring cycle, the absolute volume of tech openings remains significant.
The apparent contradiction resolves when examining skill distribution. Demand is no longer broad-based—it is concentrated. According to Indeed Hiring Lab’s January 2026 Labor Market Update, postings mentioning artificial intelligence reached a record 4.2% of all listings in December 2025. AI-related postings were 134% above February 2020 levels, even though overall volumes were only 6% above that baseline. In other words, hiring has shifted from general tech expansion to targeted skill acquisition.
The result is a bifurcated market. For professionals with in-demand AI and adjacent capabilities, conditions are strong. For those without those skills, opportunities feel scarce. The market is not shrinking—it is narrowing.
The Roles That Are Actually Hiring
According to Robert Half's Demand for Skilled Talent report and its analysis of over 1.5 million positions, the technology roles experiencing the most consistent above-average growth in 2026 include AI Analysts, DevOps Engineers, Data Analysts, Cloud Engineers, and Cybersecurity Specialists. The report ranks these among the top 15% of in-demand positions. Robert Half's 2026 Salary Guide further confirms that companies are actively increasing compensation for professionals with skills in cybersecurity, data analytics, and software development.
AI and machine learning roles saw particularly explosive expansion, with AI, ML, and data science job postings totaling 49,200 in 2025, a 163% increase from 2024, according to Robert Half's job posting analysis. Cybersecurity roles reached 66,800 postings, up 124% year over year, with cybersecurity engineers alone accounting for 20,000 new roles. Dice's 2025 Tech Jobs Report found that 53% of all U.S. tech job postings in November 2025 required AI or machine learning skills, up sharply from 29% just twelve months earlier.
The IT Skills Shortage Is Structural
Currently, a structural talent gap exists that no amount of job board optimization can solve for employers. According to an IDC survey of North American IT leaders cited by TechTarget, the IT skills shortage is expected to generate $5.5 trillion in global losses by 2026. Robert Half's survey found that 87% of tech leaders are currently challenged to find skilled workers, and 65% say the difficulty has increased over the past year.
For skilled professionals, this gap is strategic leverage. The Bureau of Labor Statistics reports that the median annual wage for computer and IT occupations reached $105,990 in 2024, while CompTIA data shows the median tech worker wage is 127% higher than the national median. Professionals with specialized skills in high-demand areas are increasingly in a position to be recruited, not just to apply, which is precisely the dynamic that makes mastering the hidden market so valuable.
Being Found
The Shift from Applicant to Sought-After Candidate
The most important mindset shift for navigating the hidden tech job market in 2026 is moving from the posture of a job seeker to the posture of a known expert. LinkedIn and Robert Half data show that in a referral-dominated market, 37% of hires come from the 6% of applications that arrive with a personal voucher. The question is not simply "How do I find unadvertised jobs?" but rather "How do I become the person who is called when a role is not yet posted?"
The Careery Blog's January 2026 analysis makes a useful distinction: The hidden job market is not about secret jobs. It is about being known before the opening exists. Companies, especially in technology, tend to fill roles quickly when they decide to hire. The window between identifying a need and making an offer is often narrower than the time it takes to post a job, collect applications, and run a formal process. Professionals who are already visible in a hiring manager's network are evaluated first.
Timing Matters More Than Application Volume
One of the most underappreciated dynamics of the 2026 hiring environment is the importance of timing. Research cited across multiple sources, including Wave Connect's Networking Statistics 2025 report, shows that referred candidates are hired 30 days on average after being introduced, compared to 40 to 45 days for job board applicants. They also have dramatically higher one-year retention rates (40% to 46% vs 14% to 32%).
This faster timeline is not simply a byproduct of referrals being trusted: it reflects the fact that referral candidates often enter the process when the role is still being defined, rather than after a formal requisition has been opened and approved. This is why career experts consistently advise job seekers to identify target companies and begin building internal relationships before a role is ever posted.
Strategies for Driving Discovery
Strategy 1: Build a Network Before You Need It
The foundational strategy for accessing the hidden market is consistent, intentional professional networking, cultivated well before a job search becomes urgent. LinkedIn now counts over 1 billion members and remains the dominant professional networking platform, but passive presence is insufficient. The Wave Connect Networking Statistics 2025 report notes that 64% of professionals say they trust insights from their human networks more than AI tools, and around 54% of U.S. workers report being hired through a personal connection.
Effective networking in 2026 requires a "give-first" posture. Share insights on platforms like LinkedIn, comment substantively on industry discussions, and attend virtual and in-person events. Research confirms that diverse, actively engaged relationships, even in smaller networks, produce better career outcomes than large, passive contact lists.
Alumni networks deserve special attention. Universities with strong alumni ecosystems provide candidates with a built-in trust advantage in outreach that cold connections cannot replicate. Professional associations such as the Project Management Institute, IEEE, and domain-specific tech groups regularly host events and maintain exclusive job boards that surface unadvertised opportunities before they go public.
Strategy 2: Develop a Target Company List and Work It
Rather than searching reactively, identify 15 to 25 companies you want to work for and invest in building relationships within those organizations proactively. The CIAT career services team recommends researching teams, following companies on social media, and reaching out directly to hiring managers to discuss their work and your potential alignment, not to ask for a job.
Personalized outreach is essential. A message that demonstrates genuine familiarity with a company's technical direction, recent product decisions, or strategic challenges will consistently outperform generic requests. Watch for signals like funding rounds or new product launches, which typically precede hiring waves by 30 to 90 days.
Strategy 3: Partner With Specialized Tech Recruiters
Specialized staffing firms and technical recruiters operate as a formalized extension of the hidden market. According to Robert Half's Demand for Skilled Talent report 93% of tech and IT leaders surveyed say staffing firms have been effective at helping them address AI-related hiring challenges. Recruiters often know about roles before they are publicly posted.
Partnering with a recruiter specializing in your domain (Cloud, Cybersecurity, AI, etc.) provides access to exclusive opportunities. The General Assembly's State of Tech Talent 2025 report notes that the number of HR leaders using "skills-first" hiring—prioritizing certifications and demonstrated ability over degrees—has tripled in just two years. Specialized recruiters are keenly aware of this shift and can help you frame your portfolio accordingly.
Strategy 4: Create Visible Expertise Online
In a market where 41% of tech ads require AI skills, being found requires a "searchable professional signal." This is created through writing, speaking, contributing to open-source projects (GitHub), and consistent engagement on LinkedIn. According to Indeed research cited in the IEEE-USA 2026 Tech Hiring Outlook, the top tech skills seeing the largest growth include Python, AWS, APIs, CI/CD, and AI.
Hiring managers in 2026 expect high AI literacy—not just knowing how to code, but demonstrating how you integrate AI tools into your workflow to amplify effectiveness. Demonstrating this publicly, through posts, projects, or portfolio work, differentiates candidates in the hidden market before any formal process begins.
Strategy 5: Leverage Internal Moves and Contract-to-Permanent Pathways
One of the most consistently overlooked segments of the hidden market is the internal mobility economy. Many tech roles, especially at the senior and leadership levels, are filled through internal promotions or lateral moves before a company ever considers external candidates.
Professionals already employed in tech organizations should actively manage their internal visibility, communicate career aspirations to managers and HR partners, and express interest in projects outside their current function.
Contract and temporary placements represent another powerful entry point. Robert Half's data confirms that many technology leaders are blending permanent hiring with contract professionals to manage tight timelines and competing priorities. A contract role frequently becomes a permanent offer when the candidate demonstrates cultural fit and technical value in an environment where trust is already established. According to Robert Half's 2026 technology market analysis, 29% of tech roles are currently advertised as hybrid arrangements, suggesting flexibility on both ends of the employment relationship.
AI Factor
AI Skills Are the New Admission Ticket
No analysis of the 2026 hidden tech job market would be complete without addressing the dominance of artificial intelligence as a hiring driver. The Indeed Hiring Lab's January 2026 Labor Market Update quantifies the divergence precisely. Total job postings finished 2025 just 6% above their 2020 baseline, while postings mentioning AI were 134% above that baseline. Nearly 45% of data and analytics job postings now contain AI-related terms, compared to approximately 15% in marketing and 9% in human resources. AI skills are not a niche credential. They are rapidly becoming a baseline expectation in technical roles across the economy.
The New Stack's February 2026 analysis describes 2025 as "the Year of the Great Hesitation" in hiring, marked by employer caution except in areas tied to AI and data. The CompTIA IT Outlook report found that 84% of business and technology professionals plan to at least moderately increase AI-related resource investment in 2026. According to Dice's 2025 Tech Jobs Report, the percentage of job postings requiring AI or ML skills surged from 29% in November 2024 to 53% in November 2025, a nearly doubling in twelve months.
AI Is Also Changing How Companies Hire
The same AI capabilities reshaping the work of tech professionals are also transforming the hiring process itself. A LinkedIn report projects that 67% of recruiters will rely on AI for hiring decisions. Deloitte research cited in the EmployeeReferrals.com 2025 report found that companies using AI-driven hiring platforms see a 40% reduction in time-to-hire and a 50% reduction in costs. For candidates, this creates a new dynamic: AI tools are screening applications before any human reviews them, which is one more reason keyword specificity in resumes and profiles matters enormously.
The Dice 2026 Tech Sentiment Report documents that daily generative AI use has surged among tech professionals, and a growing share now design or implement AI systems as part of their core responsibilities.
Only 43% of Workers Are Actively Using AI
The most striking data point for ambitious tech professionals comes from the Indeed Hiring Lab's January 2026 survey: only about 43% of U.S. workers reported regularly using AI at work in 2025, and roughly 40% said they were actively disengaged with AI tools.
In a market where AI fluency is becoming a prerequisite, this engagement gap represents a genuine competitive advantage for professionals who invest in understanding and demonstrating AI capabilities now, before the gap closes entirely.
Importance of Cultural Fit
The Other Half of What Gets You Hired
In the 2026 tech hiring environment, a resume that reads perfectly on paper is necessary but not sufficient. Research published by HR Dive in January 2026, drawing on a survey of more than 1,000 hiring decision-makers conducted by TestGorilla, found that three in five employers say soft skills (work-style behavioral traits or “cultural fit”) are now more important than ever. Meanwhile, 62% of hiring managers surveyed in a December 2025 poll reported by 8 News Now said both technical and soft skills are equally important, and an additional 24% said soft skills now matter more than technical proficiency. Only 14% of respondents still ranked hard skills as the dominant criterion.
These findings reflect a structural shift in how companies evaluate candidates, particularly in technology. Robert Half's 2026 Demand for Skilled Talent report explicitly lists the human capabilities technology leaders are prioritizing alongside technical competencies: critical thinking and problem solving, adaptability and continuous learning, creativity and innovation, communication, and emotional intelligence. Tech leaders have learned through costly experience that a brilliant engineer who cannot collaborate, communicate, or adapt is a liability, not an asset.
The Data on Behavioral Mismatch
The cost of ignoring behavioral fit in hiring is well documented and substantial. A LinkedIn Global Talent Trends report found that 89% of bad hires lack critical soft skills, regardless of their technical proficiency. Separately, the TestGorilla State of Skills-Based Hiring 2025 report found that lack of motivation is the most prevalent driver of hiring mismatches, and that employers increasingly identify learning potential and values alignment as the factors that separate a successful hire from a mis-hire. Most hiring failures, according to Hoops HR's December 2025 analysis, emerge six to eighteen months later, often because the candidate's behavioral style did not align with the team's working culture.
The financial stakes are real. A single bad hire can cost an employer 15% to 21% of that employee's annual salary, according to statistics compiled by Passive Secrets (2026). A broader survey found an average annual loss of $62.4 million per company attributable to poor communication alone. These numbers explain why 54% of organizations now report prioritizing cultural fit over technical skills in final hiring decisions, according to Second Talent's 2026 Tech Industry Hiring Statistics analysis.
What Behavioral Fit Actually Means in Tech
"Cultural fit" is a phrase that has suffered from overuse. The more precise and useful concept, as articulated by the TestGorilla State of Skills-Based Hiring 2025 report, is "culture add"—meaning alignment with an organization's core values and working norms, combined with the capacity to contribute perspectives or skills the team currently lacks. Seventy-two percent of employers and 82% of job seekers agreed that evaluating candidates holistically leads to better hiring decisions and outcomes.
For tech professionals navigating the hidden job market, this distinction matters enormously. Because hidden market opportunities are filled through relationships and referrals, the people vouching for you are staking their own reputation on your behavioral reliability. Those qualities are built and observed over time in professional relationships or assessed through vendors such as GlobalProsEdge using their Trait DNA™ Work-Style Behavioral Measurement.
The Five Behavioral Traits Tech Employers Are Screening for in 2026
- Adaptability and Continuous Learning: As AI reshapes job roles mid-cycle and tech stacks evolve faster than hiring processes, employers are prioritizing professionals who demonstrate comfort with change. Hoops HR's 2026 analysis notes that companies are now hiring into work that will look meaningfully different within one to two years. Criteria Corp describes adaptability as "nonnegotiable" as AI continues to alter everyday tasks.
- Critical Thinking and Problem Solving: A December 2025 poll of 1,000 hiring managers found critical thinking among the top behavioral priorities, specifically the ability to identify the real problem rather than its symptoms, evaluate solutions rigorously, and measure outcomes.
- Communication Across Functions: Communication topped the behavioral priority list in the December 2025 hiring manager survey cited by 8 News Now. In 2026, cross-functional collaboration is fundamental to tech work, as AI initiatives, cloud migrations, and security improvements run simultaneously and require engineers and analysts to partner effectively with business leaders, product managers, and non-technical stakeholders. A 2024 survey of IT professionals by Passive Secrets (2026) found that effective communication was the second most actively developed soft skill globally, following problem-solving.
- Emotional Intelligence and Team Cohesion: A TalentSmart survey cited across multiple 2025 and 2026 analyses found that 90% of top workplace performers possess high emotional intelligence. A Novo Executive Search survey of over 500 hiring managers ranked emotional intelligence as the top predictor of leadership success, especially during periods of organizational change. In remote and hybrid environments, which still represent 29% of tech roles per Robert Half's 2026 data, the ability to read unspoken dynamics, manage conflict, and maintain team cohesion without face-to-face interaction has become foundational, not optional.
- Professionalism, Reliability, and Accountability: The December 2025 hiring manager poll found professionalism ranked second overall in the list of most sought-after behavioral traits. Hiring managers attributed the emphasis to generational patterns they were observing at the entry level. Accountability—the willingness to own outcomes, including difficult ones—appears consistently in qualitative feedback as a distinguishing characteristic of candidates who are referred and retained versus those who churn.
Demonstrating Behavioral Traits
Certifications: The most credible way to demonstrate soft skills is through structured, third-party measurement rather than self-description. Assessment-based certifications issued by GlobalProsEdge and similar vendors provide objective validation of work-style behavioral traits using scientific evaluation frameworks. Unlike a résumé statement that claims “strong communication skills,” a measured certification signals that those traits have been evaluated against defined success determinative benchmarks. In a selective hiring environment, verified behavioral credentials become critical in reducing employer uncertainty and differentiate candidates more effectively than unverified soft-skill claims.
Outreach: When engaging in the kind of proactive outreach that characterizes hidden market access, behavioral signals are embedded at every touchpoint. A message that is clear, concise, specific, and respectful of the recipient's time demonstrates communication skills before any interview is scheduled. A follow-up that is prompt but not pressuring signals professionalism and emotional intelligence. A conversation in which you ask thoughtful questions, listen actively, and contribute insight without dominating demonstrates the collaborative and intellectually curious traits that tech leaders say they value most.
Interviews: In interviews, the most effective approach to demonstrating behavioral traits is to apply structured behavioral storytelling. Describe situations where you adapted to unexpected changes, resolved a cross-functional conflict, made a judgment call without a complete playbook, or led a team through ambiguity. These narratives give interviewers the evidence they need to evaluate cultural alignment, and they differentiate candidates in a way that a list of technical certifications cannot. HispanicPro Network's 2026 analysis of employer surveys puts it directly: Hiring managers assume many technical gaps can be trained. They are far less confident that attitude, judgment, collaboration, and communication can be trained at scale.
Career & Early Professionals
The Entry-Level Crisis and Its Implications
The hidden market dynamic is especially consequential for early-career tech professionals in 2026. According to IEEE Spectrum's analysis citing a SignalFire report from 2025, entry-level hiring at the 15 biggest tech firms fell 25% from 2023 to 2024. The National Association of Colleges and Employers (NACE) Job Outlook 2026 survey found that employers' rating of the job market for college graduates is now at its most pessimistic since 2020, though 49% of respondents still characterize the market as good or very good overall.
For new graduates, the implication is that the traditional path from diploma to job board to entry-level offer is increasingly unreliable. The NACE survey identifies industry experience and demonstrated proficiencies as among the top factors employers consider, prioritized over GPA or formal credentials alone. This is where the hidden market becomes a particular equalizer. Internship supervisors, faculty research collaborators, bootcamp instructors, and open-source project contributors can all serve as connectors to unadvertised opportunities in ways that a cold application cannot replicate.
Career Changers and the Skills-First Advantage
For professionals transitioning into tech from adjacent fields, the hidden market is paradoxically more accessible than the visible one. Public job postings for technical roles often include stringent credential requirements that filter out non-traditional candidates before a human ever reviews their application. But personal connections and recruiter relationships create opportunities to have a real conversation about transferable skills.
The General Assembly's State of Tech Talent 2025 report's finding that skills-first hiring has tripled among HR leaders is significant for career changers. Certifications in cloud platforms (AWS, Google Cloud, Azure), cybersecurity frameworks, data analytics tools, and AI fundamentals can establish credibility in the hidden market even without a computer science degree. The key is demonstrating competency through project work, open-source contributions, and professional community engagement rather than relying on a resume to do the persuading alone.
Whole Candidate Wins
The 2026 tech job market is not broken. It has reorganized itself around trust, specialization, relationships, and the full human profile of a candidate rather than volume, credentials, and visibility. The professionals who will thrive are those who understand that the most valuable opportunities are, by design, not posted where everyone can see them, and are not won by technical credentials alone.
The data is unambiguous. Referrals produce 37% of all hires from only 6% of applications. Ghost jobs consume an estimated 30% of active tech listings. AI skills have grown from a differentiator to a baseline requirement. And 89% of bad hires lack the soft skills that make technical talent sustainable, regardless of their certifications. The IT skills shortage is projected to cause $5.5 trillion in global losses by 2026, meaning professionals who are both technically capable and behaviorally aligned hold genuine leverage if they position themselves to be found rather than simply to apply.
The hidden market is not inaccessible. It is accessed through intentionality: providing work-style behavioral measurements; building visible expertise online; cultivating genuine professional relationships before you need them; partnering with specialized recruiters; engaging target companies proactively; and consistently signaling how you think, collaborate, and solve problems.
In today’s tech hiring environment, technical competence is assumed. By the final interview stage, most candidates are capable of doing the job. The deciding factor is increasingly cultural fit, or more precisely, cultural contribution. Hiring managers are asking: Will this person elevate the team? Can we trust their judgment? Do they communicate clearly under pressure? Will they operate well within our norms, pace, and expectations?
In a market defined by caution, AI-driven skill premiums, and rigorous behavioral screening, the candidates who break through are not simply the most technically proficient. They are the most aligned. They make it easy for employers to see not only what they can build, but how they will behave. That clarity and confidence in fit is what makes it easy for the right people to say yes.
About GlobalProsEdge
Research & Scientific Foundation
GlobalProsEdge.ai is built on a rigorous scientific foundation developed and continuously validated by GlobalProsLabs.ai, the research arm of the GlobalPros ecosystem. Led by PhD-level I/O psychometric psychologists, GlobalProsLabs designed and validated the TraitDNA™ work-style behavioral measurement, mapping its behavioral traits to the U.S. Department of Labor’s O*NET work-style framework to ensure job-specific relevance and predictive accuracy.
While GlobalProsLabs establishes the scientific integrity, GlobalProsEdge operationalizes this research by combining TraitDNA™ results with real-time labor-market measurements—turning validated behavioral science into practical, personalized market signals for job seekers.
Continuous Validation & Real-Time Benchmarking
TraitDNA™ results are continuously benchmarked against O*NET standards and refreshed labor-market data to remain accurate, current, and job-relevant. GlobalProsEdge extends this foundation by integrating:
- Real-time job postings representing 5% of U.S. openings
- Live compensation data by job, location, and experience level
- Task-level analysis of how AI is reshaping roles
- Six additional market signals reports derived from ongoing, real-time measurements
This approach ensures insights are not static snapshots, but living signals that reflect how hiring criteria, pay, and role expectations are changing right now.
Our Job-Seeker Mission
Our mission is simple, help you understand how you work, and translate that understanding into better career outcomes. Too often, capable professionals are overlooked not because they lack skills, but because employers can’t clearly see how they will perform, collaborate, and succeed in a role. GlobalProsEdge is designed to close that gap.
Turning Insight into Advantage
By grounding career guidance in scientifically validated measurements, real-time job data, and task-level analysis of AI’s impact on work, GlobalProsEdge helps you gain clarity, confidence, and a measurable advantage in today’s hiring market. Whether you are exploring options, actively applying, or planning your next move, your work style becomes something you can measure, explain, and use strategically.
Thank you for investing time in understanding your future.
Sources
- Robert Half, Demand for Skilled Talent Report and 2026 Technology Job Market Analysis (2026)
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- Bureau of Labor Statistics (BLS), Computer and IT Occupations Data (2025)
- IDC, Survey of North American IT Leaders on Skills Shortage Projections
- General Assembly, State of Tech Talent 2025 Report
- ERIN, Employee Referral Statistics 2025
- boterview / LinkedIn / Robert Half, Employee Referral and Recruiter Survey Data
- Apollo Technical, Employee Referral Statistics 2025
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