If you have one evening a week to invest in your own skills, spend it on the three things employers keep saying they are short of: data and AI work, networks and security, and the cloud platform underneath both. That is not a hunch. The World Economic Forum’s Future of Jobs Report 2025 ranks AI and big data, networks and cybersecurity, and technological literacy as the three fastest-growing skills to 2030, and the surveys that followed in 2025 and 2026 have not changed the picture. What has changed is how you get hired: the certificate matters less than the thing you can show you built.

What the hiring research actually says
Start with the numbers, because the advice industry around IT careers runs on vibes. The WEF’s Future of Jobs Report 2025, published in January 2025 from a survey of employers covering millions of workers, projects a net gain of 78 million jobs globally by 2030 and names AI and big data, networks and cybersecurity, and technological literacy as the top three fastest-growing skills. In the same report, 86% of employers expect AI and information-processing technologies to transform their business by 2030.
That tells you where the demand is pointing. It does not tell you how crowded the entry level is, which is why the second number matters. Eurostat reported that ICT specialists made up 5.0% of total EU employment in 2025, ranging from 2.5% in Greece to the highest share in Sweden. One in twenty jobs is a healthy market, not a gold rush. You still have to be good.
The four tracks worth your time
Four tracks carry most of the paid work in small and mid-sized businesses. They overlap, and nobody expects you to hold all four, but they reward different temperaments. Read the last column honestly before you pick.
| Track | Published demand signal | Where you start | Where people stall |
|---|---|---|---|
| Data and AI | 19.95% of EU enterprises used AI technologies in 2025, up 6.47 percentage points on 2024 (Eurostat) | SQL, Python, one cloud data service, and a habit of checking outputs against a known answer | Building models nobody asked for instead of fixing the reporting the business already relies on |
| Networks and security | 59% of security teams reported critical or significant skills gaps in 2025, up from 44% in 2024 (ISC2) | Identity, logging, patching discipline, then one detection or response tool end to end | Collecting certifications without ever running an incident from alert to write-up |
| Cloud and platform | 84.67% of large and 49.3% of small EU enterprises bought cloud services in 2025 (Eurostat) | One provider, networking, IAM, infrastructure as code, and a real cost report | Learning three providers shallowly, so every interview question lands half-answered |
| Software and web delivery | 84% of developers use or plan to use AI tools, but only 33% trust their accuracy (Stack Overflow, 2025) | One language well, version control, tests, CI, and shipping something small to real users | Treating AI output as finished work and skipping the review that catches the subtle bugs |
AI and data: useful, but not the way the hype reads
AI is on every growth list, which makes it the most crowded and the most misunderstood track. The useful detail sits in Stack Overflow’s 2025 Developer Survey: 84% of respondents use or plan to use AI tools, up from 76% the year before, and 51% of professional developers reach for them daily. In the same survey, 46% said they actively distrust the accuracy of the output while only 33% trust it, and just 3% said they trust it highly.
Read those two findings together and the job becomes clear. Nobody is paying you to type prompts. They are paying you to know which answers are wrong, to build the test that catches it, and to explain the risk to someone who signs the invoice. That is judgement, and it is still learned the slow way.
There is a second reason to learn the data half of this track rather than the chat half. Eurostat’s December 2025 extraction found the most common AI technology in EU enterprises was text mining at 11.75% of enterprises, ahead of image, video and audio generation at 9.55%. The dull work — classifying documents, pulling structure out of free text, summarising a queue — is what companies actually buy.

Security: the gap is skills, not headcount
Security is the track where the phrasing of the shortage has changed, and it changes what you should learn. The 2025 ISC2 Cybersecurity Workforce Study, which polled more than 16,000 practitioners, found 59% reporting critical or significant skills gaps, up from 44% a year earlier. At the same time 33% said their organisation lacked the resources to staff the team adequately and 29% said they could not afford people with the skills they needed.
Reading the 2025 ISC2 Workforce StudyTeams are no longer short of bodies so much as short of a specific capability on a specific Tuesday. That is a gap you can train into.
Practically, that means depth in one area beats a tour of all of them. Pick identity, or detection engineering, or cloud security posture, and learn it until you can run the whole loop: find the weakness, fix it, prove the fix, write it up. If you want the wider map of how people move from general IT into security, we covered the route in From IT to Information Security: Navigating the Cybersecurity Landscape.
Keep the threat picture in view too. IBM’s 2026 Cost of a Data Breach Report put the global average breach cost at USD 4.99 million, and found that one in four malicious breaches were AI-enabled, costing roughly USD 6 million on average. Defenders who understand how those attacks are assembled are the ones who get the budget.
Cloud and platform work: still the steady earner
Cloud is the least glamorous of the four and the most consistently employable, because it is where everything else runs. Eurostat’s January 2026 figures show 84.67% of large EU enterprises bought cloud services in 2025, with medium-sized firms at 66.78% and small ones at 49.3% — the small-business share having climbed 7.48 percentage points since 2023. Among enterprises buying cloud, 85.15% used it for email.
That last statistic is the tell. Most cloud work is not exotic architecture; it is identity, mail, backup, networking and cost. Learn one provider properly, learn to read a bill, and learn to write the infrastructure down as code so the next person can reproduce it. If you want a sense of the range of problems cloud actually solves, Real-World Cloud Computing Use Cases You Should Know walks through several of them.
- Stand up one small service on one provider, with infrastructure as code and a budget alert.
- Break it on purpose, restore it from backup, and time how long the restore took.
- Write a one-page note: what it costs per month, what the failure modes are, what you would do differently.
- That note is the interview. Most candidates arrive without one.
What to learn first, and in what order
Order matters more than the list. Fundamentals first, because they do not expire: networking, how identity works, a scripting language, version control, and enough Linux to be dangerous. Those have survived every platform shift of the last twenty years and they will survive this one.
- Months 1-3 — fundamentals. Networking, DNS, identity, one scripting language, Git. Nothing here is fashionable and all of it is assumed.
- Months 4-6 — pick one track. Go deep enough to finish something that runs unattended for a week without you babysitting it.
- Months 7-9 — operate it. Add monitoring, a backup, and a written runbook. Operating your own work teaches more than building twice as much of it.
- Months 10-12 — evidence. A short write-up, a repository someone can read, and one certification if the job adverts in your market keep asking for it.
On the human skills, the WEF’s 2025 report is blunt: analytical thinking stays the most sought-after skill among surveyed employers, with resilience, flexibility and agility close behind. That is not a consolation prize for people who dislike maths. It is the difference between an engineer who closes tickets and one who gets asked what the company should do next.

One more thing about pay, since it is the question behind the question. The US Bureau of Labor Statistics reported a median annual wage of USD 109,470 for computer and information technology occupations in May 2025, against USD 50,980 across all occupations. The premium is real and it is durable. It also narrows sharply if you stay at the generalist help-desk end of the market, which is the strongest practical argument for picking a track and going deep.

If you would rather buy the skill than build it
There is a version of this article for business owners, and it is shorter. You do not have to build every skill in-house. Eurostat found that in 2023 only 39.52% of EU enterprises had their ICT functions performed by their own employees, and 57.5% of those that tried to recruit ICT specialists had trouble filling the vacancy. Buying the capability is the normal case, not the fallback. We set out the trade-offs in In-House IT vs an IT Partner: How to Decide.
Eudora works this way deliberately. We are a remote technology partner: planning, builds, security work and ongoing support are delivered online, for clients in whichever time zone they happen to sit in. You can see the full range on our services page. If you specifically want on-site work in Sri Lanka, that is the other half of the business and it lives at eudora.lk.
Frequently asked questions
Do I still need certifications in 2026?
They help you get past filters in markets where recruiters screen on them, and they give structure to self-study. They do not substitute for evidence. Check ten real job adverts in your city, count which certifications appear more than twice, and buy that one. Ignore the rest until a specific employer asks.
Is it too late to start in AI?
No, but the entry point has moved. The crowded end is prompt-level work. The useful end is data plumbing, evaluation and governance: getting clean inputs, measuring whether the output is right, and documenting the risk. Eurostat’s 2025 figures show text mining as the most-used AI technology in EU enterprises, which is exactly that kind of work.
Which track pays best?
Published medians vary too much by country and seniority for a single answer to be honest, and the sector premium reported by the US Bureau of Labor Statistics for May 2025 applies across all four tracks rather than favouring one. Within the sector, depth and demonstrable operational experience move pay further than the choice of track does.
How do I keep up without burning out?
Pick a cadence you can hold for a year rather than a sprint you abandon in March. Two focused hours a week on one thing beats ten hours a week on five things, and it survives a busy month at work. Depth compounds; sampling does not.
Can a small business realistically hire these skills?
Sometimes, and more often it should rent them. With 57.5% of EU enterprises reporting hard-to-fill ICT vacancies in Eurostat’s 2023 data, waiting for the perfect hire can cost more than a partner would. A sensible pattern is one capable generalist in-house plus a remote partner for the specialist work.
Would rather buy the skill than spend a year building it? Tell us what you are trying to ship and we will tell you honestly whether you need a partner, a hire, or neither. Get in touch with Eudora Technology to talk about your project.



