Growing tech career areas include AI and machine learning engineering, AI application development, data analytics and engineering, cybersecurity, cloud and DevOps, automation, product management, UX design, and tech-focused roles within health, finance, education and climate. Strong fundamentals, adaptability and the ability to work with AI are common requirements across them.
The big picture
Technology keeps reshaping every industry. Some roles shrink as tasks are automated; others grow because organisations need people to build, secure, manage and improve technology. Here are the areas with strong long-term momentum.
Career areas
AI and machine learning
Building and deploying AI systems: ML engineers, AI application developers, AI evaluators. See generative AI development.
Data
Analysts, data engineers and data scientists who turn data into decisions. See data analyst roadmap.
Cybersecurity
Protecting systems as attacks grow more sophisticated. See cybersecurity careers.
Cloud and DevOps
Running the infrastructure behind every app and AI service. See cloud careers.
Automation
Designing workflows and agents that remove repetitive work. See AI automation.
Product and design
Product managers and UX designers who decide what to build and how people experience it.
Tech within other industries
- Health tech: digital health records, telemedicine, AI diagnostics support.
- Fintech: digital payments, banking apps, fraud detection.
- EdTech: learning platforms and AI tutoring tools.
- Climate tech: energy management and environmental data.
- Agritech: data-driven farming.
Skills that cut across all of them
- Problem-solving and clear thinking.
- Communication and teamwork.
- Data literacy.
- AI literacy and tool use.
- Continuous learning.
Choosing a path
Start with what interests you. Try short projects in two or three areas before committing. A free demo with our advisors includes a conversation about interests and a recommended course. See our courses and tech careers without coding.
Frequently asked questions
Which tech career is safest from AI?
Roles involving judgement, responsibility, security and building AI systems are relatively well placed, but all roles will change.
Do all tech careers need coding?
No. Many roles in product, design, data analysis, marketing and operations need little or no coding.
Is it too late to start a tech career at 30?
No. Many people move into tech later, often bringing valuable experience from other fields.
