The Market Is Hiring. The Question Is Whether You're Ready.
There has been so much different signals and opinions lately. We've decided to compile some facts into a research based on several sources: BLS, CoderPad, Course Report, ZipRecruiter/WSJ, DORA, Second Talent, 365 Data Science, UX Design Institute, onehour.digital, research.com, metana.io
Stop Reading the Wrong Headline
"AI is taking tech jobs". Yeah, we've all seen those posts.
Surprisingly, here is what the data says: U.S. technical hiring activity is up 90% compared to mid-2023. Software developer roles are projected to grow 15% from 2024 to 2034.
The narrative and the numbers are pointing in opposite directions.
So what is actually happening, and what does it mean if you're considering web development, UX/UI design, game development, or AI engineering?
Why AI Is Creating More Jobs, Not Fewer
In 2024 and 2025 companies poured AI-generated code into their codebases. It was faster. It was cheaper. And then it started breaking things.
- Up to 30% of AI-generated code contains security vulnerabilities — SQL injection, authentication bypass, XSS. (Research, 2025 — DEV Community)
- Code churn doubled — AI code gets rewritten or deleted within two weeks at twice the rate of human-written code.
- Incidents per pull request increased 23.5% even as teams shipped more code, faster. (DORA 2024–2025)
- Forrester predicts 75% of tech leaders will face severe tech debt by 2026 from AI-generated code that nobody fully understood. (Infobip)
Google's Sundar Pichai said it plainly in early 2025: even with 25% of Google's code now AI-generated, "We plan to hire more engineers next year because the opportunity space of what we can do is expanding."
AWS hired 11,000 interns in 2026. IBM announced plans to triple entry-level hiring to fill the pipeline gap. (jobsbyculture.com)
The companies with the most AI resources are hiring more people, not fewer.
The Rebound Is Real
IT and computer science job postings rose 14.2% year-over-year in April 2026 — the first sustained tech rebound since the 2023 layoff wave. Software engineering openings hit approximately 67,000 in Q1 2026, the highest level since early 2023. (gitgood.dev)
Technical hiring assessments are up 48% globally compared to mid-2023. (CoderPad State of Tech Hiring 2026 — source)
The tech sector added 900,000+ jobs in 2025. The BLS projects 129,200 annual software developer openings through 2034 — a 15% growth rate, more than double the average for all occupations. (BLS Occupational Outlook Handbook)
The Pipeline Problem Nobody Is Talking About
The industry stopped hiring juniors in 2023–2024.
Companies that made that bet are now discovering they have no pipeline of mid-level engineers. The experience curve has a gap in it — and in 12–24 months, that gap becomes acute.
The industry saw this after 2008. Hiring freezes during the recession created a drought of 3–5 year experienced engineers by 2012. Companies that had kept hiring during the freeze had a massive competitive advantage when the market turned.
"Ten years from now, who will be the senior developers reviewing AI code if nobody got hired as a junior in 2025?"
— DEV Community, November 2025
The window is open right now. People who start training in mid-2026 will hit the market when that experience gap is most severe — and most valuable.
What AI Actually Changed
AI is replacing specific tasks. It is not replacing the role.
What AI handles:
Writing boilerplate. Basic CSS layouts. Converting designs into known patterns. Autocompleting syntax.
What AI cannot do — and what companies are paying for:
Architectural judgment. Security review. Client communication. Debugging complex systems. Building something that doesn't exist yet.
"AI is replacing specific tasks within web development — not the web developer's role as a whole."
— Infinite Option, May 2026"The developers who thrived in 2024 by 'knowing the frameworks' are now struggling. The ones who understood why systems work the way they do are thriving."
— Index.dev, December 2025
AI skills now appear in 42% of all software job descriptions, up from just 8% in 2022. The market is not looking for people who can prompt an AI. It is looking for people who can use AI as a multiplier — because they understand the domain cold.
AI Skills in Software Job Descriptions
2022 ██ 8%
2023 ████ 14%
2024 ████████ 24%
2025 ████████████ 33%
2026 ████████████████ 42%
Source: jobsbyculture.com
Web & Mobile Development
Who's Hiring
Every industry is a technology company now.
FinTech & Banking: Mobile banking apps, payment systems, fraud detection interfaces.
Health Tech: Telehealth platforms, patient portals, health monitoring apps — one of the fastest-growing sectors for mobile developers.
E-Commerce: Conversion-optimised storefronts, progressive web apps, mobile checkout flows.
EdTech: Interactive learning platforms, adaptive mobile apps.
Enterprise SaaS: Internal tools, dashboards, cloud platforms — steady, well-paying, less volatile than startup hiring.
The Numbers
| Career Level | Web Developer | Mobile Developer |
|---|---|---|
| Entry-level (0–2 yrs) | $52,000 – $70,000 | $55,000 – $85,000 |
| Mid-career (3–7 yrs) | $75,000 – $100,000 | $85,000 – $110,000 |
| Senior (7+ yrs) | $110,000 – $160,000+ | $120,000 – $150,000+ |
Sources: BLS (median web developer $78,000); Research.com 2026
Bootcamp graduates specifically:
- Average first job salary: $70,698 — a 56% increase over pre-bootcamp earnings. (Course Report 2025)
- Graduates without a bachelor's degree average $61,836 at first job.
- 79% of bootcamp alumni employed full-time within 180 days of graduation.
- Median time to first job: 5.5 months vs 8–15 months for self-taught developers.
- Full-stack developers earn 18% higher starting salaries than specialists. (Stack Overflow Survey 2026)
Salary Progression: Web Developer Career Path
Entry Level (Year 0–2) █████████████████ $52K–$70K
Mid-Career (Year 3–7) ██████████████████████ $75K–$100K
Senior (Year 7+) ██████████████████████████████ $110K–$160K+
The Skills Employers Are Paying For
| Skill | Why It Matters in 2026 |
|---|---|
| React / React Native | Cross-platform web & mobile; dominates job listings |
| Node.js / APIs | Every app talks to a backend; this is how |
| TypeScript | Now a baseline expectation in most SWE roles |
| AI tool fluency | AI skills in 42% of all SWE job descriptions |
| Security basics | 30% of AI code has vulnerabilities; someone has to catch them |
| Cloud deployment | Cloud infra postings up 22% YoY |
| Portfolio projects | Employers hire on demonstrated capability, not credentials |
BLS projects web developer employment to grow 7% from 2024 to 2034, with software developers broadly at 15% — well above the average for all occupations. About 129,200 new openings are projected annually. (BLS)
How do we help: Full-time Web/Mobile Development Bootcamp
UX/UI Design
The Misconception
AI can generate wireframes. It can suggest layouts. It can run through design variants faster than any human.
What it cannot do is understand why a user closes a tab.
User research, behavioral analysis, information architecture, data-driven design decisions — these require human judgment, empathy, and the ability to translate ambiguous real-world needs into interfaces that work. That skill set is in demand, and AI is not replacing it. It's making it more powerful.
The Numbers
- Median UX/UI designer salary: $98,090 — (BLS, Web and Digital Interface Designers 2024)
- Average UX salary: $103,862 per year, rising to $119,000+ at senior level. (Glassdoor 2026)
- Experienced UX professionals can earn upwards of $142,250. (veriipro.com)
- 70% of organisations with hiring responsibility plan to recruit at least one UX professional in 2026. (onehour.digital)
- 61% of creative and marketing managers plan to hire contract UX professionals in 2026. (Robert Half)
Salary Range by Level
Entry-level UX Designer ███████████████ $55,000 – $80,000
Mid-level UX Designer ████████████████████ $85,000 – $115,000
Senior UX Designer ██████████████████████████ $119,000 – $142,000+
Sources: Glassdoor, BLS, veriipro.com
What's Changing
Companies are shifting from large generalist design teams to smaller, more specialised ones with stronger strategic and technical capabilities. Designers who combine UX fundamentals with AI literacy, product thinking, and research depth are the ones standing out.
That is not a threat to UX designers. It is a higher bar — and a bigger opportunity for people who know what they're doing.
BLS projects employment of web developers and digital designers to grow 7% from 2024 to 2034, with approximately 14,500 openings per year. (BLS)
How do we help: Full-time UX/UI Design Bootcamp
Game Development
The Real Picture
The gaming industry shed roughly 45,000 jobs between 2022 and mid-2025 — and that story dominated the headlines.
What the headlines skipped: the global gaming market is projected to surpass $550 billion in revenue in 2026. The U.S. market alone — currently worth $57.9 billion — is expected to reach $90.8 billion by 2029. (research.com)
The layoffs came from consolidation at the top — Epic, EA, major studios restructuring after pandemic-era over-hiring. What it created, in practice, is one of the strongest talent markets for qualified junior developers in years: experienced people in the job market, studios that still need to ship games, and searches closing in 4–14 weeks. (KORE1)
The Numbers
| Role | Salary Range |
|---|---|
| Entry-level Unity Developer | $55,000 – $85,000 |
| Mid-level Game Developer | $81,500 – $124,000 |
| Senior Unity Developer | $124,000 – $179,500 |
Sources: ZipRecruiter, Glassdoor, Salary.com
Average Unity Game Developer salary: $94,785–$108,471 per year.
Salary Range by Level
Entry-level (0–2 yrs) ████████████████ $55K–$85K
Mid-level (3–7 yrs) █████████████████████ $81K–$124K
Senior (7+ yrs) ██████████████████████████ $124K–$179K+
Where the Growth Is
Mobile gaming, AR/VR, and independent studios are all growing. Job outlook for game development roles is projected to grow 8–9% annually through 2029–2030. (BLS via Zippia)
And the portfolio matters more than the degree. Studios hire on demonstrated ability to build and ship games — not credentials. Which is the entire premise of a bootcamp education.
How do we help: Full-time Game Development Bootcamp
Deep Learning & AI Engineering
The Fastest-Growing Sector in Tech
AI/ML job postings increased 89% in the first half of 2025 alone. The U.S. faces a critical talent deficit where demand outstrips supply by a 3.2:1 ratio. (Second Talent)
AI specialist roles are projected to grow 40% through 2030. Mid-level machine learning engineer salaries increased 9% year-over-year — one of the largest single-year jumps in tech. (Signify Technology)
The skills commanding the highest premiums: LLM fine-tuning, deep learning, NLP, MLOps, computer vision.
Specialists in generative AI and LLM fine-tuning earn 40–60% above baseline ML salaries. (Second Talent)
The Numbers
| Role | Salary Range |
|---|---|
| Entry-level ML/AI Engineer | $105,000 – $145,000 |
| Mid-level ML Engineer | $149,000 – $192,000 |
| Senior ML Engineer | $160,000 – $226,000+ |
| Senior at FAANG / frontier labs | $350,000+ total comp |
Sources: Motion Recruitment, Second Talent, Signify Technology
Salary Range by Level
Entry-level ███████████████████ $105K–$145K
Mid-level ████████████████████████ $149K–$192K
Senior █████████████████████████████ $160K–$226K+
The Distinction That Matters
There is a difference between using AI and understanding AI.
Calling an API is not AI engineering. Fine-tuning a model, evaluating its outputs, understanding the math underneath, knowing when a transformer is misbehaving and why — that is what the market is hiring for, and it pays accordingly.
The 3.2:1 demand-to-supply gap exists precisely because most people can use AI tools. Very few people can build and evaluate the systems beneath them.
How do we help: Deep Learning and AI Engineering Bootcamp
The Case for Starting Now
Every automation wave in tech — compilers, open source, cloud, low-code — followed the same pattern. Tools that automate existing tasks expand the scope of what can be built, which creates demand for more people who can build it.
AI is the biggest wave yet.
The IDC estimates the global IT skills shortage will cost $5.5 trillion if unaddressed. That shortage is leverage for trained people entering the market. (IDC)
The Financial Case for a Bootcamp
| Metric | Figure | Source |
|---|---|---|
| Average bootcamp grad first salary | $70,698 | Course Report 2025 |
| Average salary increase post-bootcamp | +56% (~$25,000/year) | Course Report 2025 |
| Bootcamp grads employed full-time | 79% within 180 days | Course Report 2025 |
| Median time to first job | 5.5 months | metana.io |
| Typical ROI breakeven | under 12 months | metana.io |
Invest 8–13 weeks. Gain $25,000+ per year. Break even in under 12 months.
That math has not changed. The job market is now more favourable than it has been in three years.
The Numbers in Full
| Data Point | Figure | Source |
|---|---|---|
| U.S. tech hiring vs. mid-2023 | +90% | CoderPad 2026 |
| IT job postings YoY growth (Apr 2026) | +14.2% | ZipRecruiter/WSJ |
| Software engineering openings Q1 2026 | 67,000 — highest since 2023 | gitgood.dev |
| Tech jobs added in 2025 | 900,000+ | Second Talent |
| BLS: software developer growth 2024–2034 | +15% | BLS |
| BLS: annual software developer openings | 129,200/year | BLS |
| BLS: UX/digital designer growth 2024–2034 | +7% | BLS |
| AI/ML job postings growth (H1 2025) | +89% | Second Talent |
| AI specialist role growth through 2030 | +40% | 365 Data Science |
| AI demand vs. supply ratio (ML/AI) | 3.2:1 | Second Talent |
| AI skills in software job descriptions | 42% (was 8% in 2022) | jobsbyculture.com |
| Global gaming market 2026 | $550B+ | research.com |
| U.S. game market projected 2029 | $90.8B | research.com |
| Avg bootcamp grad first salary | $70,698 | Course Report 2025 |
| Avg salary increase post-bootcamp | +56% | Course Report 2025 |
| Bootcamp grads employed full-time (180 days) | 79% | Course Report 2025 |
| ROI breakeven | under 12 months | metana.io |
| AI code with security vulnerabilities | 30% | Research 2025 |
| Global IT skills shortage cost | $5.5 trillion | IDC |
Sources & Further Reading
CoderPad State of Tech Hiring 2026
https://coderpad.io/blog/hiring-developers/new-research-the-2026-state-of-tech-hiring-what-ai-means-for-developers-and-hiring-teams/
BLS: Software Developers Outlook
https://www.bls.gov/ooh/computer-and-information-technology/software-developers.htm
BLS: Web Developers & Digital Designers
https://www.bls.gov/ooh/computer-and-information-technology/web-developers.htm
ZipRecruiter/WSJ via Metaintro Apr 2026
https://www.metaintro.com/blog/tech-jobs-rebound-2026-it-cs-postings-up-entry-level-shrinks
gitgood.dev — 2026 Tech Job Market
https://gitgood.dev/blog/2026-tech-job-market-hiring-rebound-ai-roles
jobsbyculture.com — Tech Hiring Rebound 2026
https://jobsbyculture.com/blog/tech-hiring-rebound-summer-2026
Course Report — Bootcamp Salaries
https://www.coursereport.com/blog/web-developer-salaries-after-coding-bootcamps
metana.io — Coding Bootcamp ROI 2026
https://metana.io/blog/roi-of-coding-bootcamps-2026/
Second Talent — AI Engineering Skills & Salaries
https://www.secondtalent.com/resources/most-in-demand-ai-engineering-skills-and-salary-ranges/
Signify Technology — ML Salary Benchmarks 2025–2026
https://www.signifytechnology.com/news/machine-learning-engineer-salary-benchmarks-us-market-2025-2026/
365 Data Science — ML Engineer Job Outlook
https://365datascience.com/career-advice/career-guides/machine-learning-engineer-job-outlook-2025/
UX Design Institute — UX Job Market 2026
https://www.uxdesigninstitute.com/blog/the-ux-job-market-in-2026-2/
onehour.digital — UX Designer Career Statistics 2026
https://onehour.digital/blog/ux-designer-career-statistics
Robert Half — UX Designer Salary 2026
https://www.roberthalf.com/us/en/insights/career-development/hot-job-ux-designer
ZipRecruiter — Unity Game Developer Salary
https://www.ziprecruiter.com/Salaries/Unity-Game-Developer-Salary
research.com — Game Development Career Outlook
https://research.com/advice/what-careers-can-you-pursue-with-a-game-development-degree-salary-potential-job-outlook-next-steps
KORE1 — Hiring Unity Developers 2026
https://www.kore1.com/hire-unity-developers-2026/
Infinite Option — AI & Web Developers 2026
https://infiniteoption.com/blog/will-ai-replace-web-developers-the-real-impact-of-ai-on-web-development-concerns
Index.dev — AI & Developer Jobs
https://www.index.dev/blog/will-ai-replace-software-developer-jobs
DEV Community — AI Users vs. The Unemployed
https://dev.to/elvissautet/2026-ai-users-vs-the-unemployed-3jk4
Infobip — AI Hiring Predictions 2026
https://www.infobip.com/developers/blog/ai-hiring-and-the-future-of-coding-what-the-top-2026-predictions-mean-for-developers
Research compiled May 26, 2026 — Barcelona Code School
barcelonacodeschool.com
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