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Front-end developers build the part of a product people actually see and click. They turn designs into working interfaces, make them behave sensibly on different screens and devices, and keep them usable for people relying on assistive technology.
Varies by employer or jurisdictionInformation technology, data and cybersecurity
Mobile application developers build apps for phones and tablets. Alongside writing code they deal with the constraints of the platform: limited battery and memory, patchy connectivity, permission prompts, and app store review before anything ships.
Varies by employer or jurisdictionInformation technology, data and cybersecurity
Web developers build and maintain websites and web applications, from marketing sites to logged-in tools. The role often mixes coding with content management systems, hosting, and the practical work of keeping a live site healthy.
Certificate or college diplomaInformation technology, data and cybersecurity
Software quality assurance analysts check that software does what it is supposed to do before it reaches users. They design test cases from requirements, run them against new builds, and write up defects clearly enough for a developer to reproduce and fix.
Certificate or college diplomaInformation technology, data and cybersecurity
Test automation engineers write code whose job is to test other code. They build and maintain automated test suites and the pipelines that run them, so that a broken change is caught by a machine rather than by a user.
Varies by employer or jurisdictionInformation technology, data and cybersecurity
Network technicians install, test, and repair the physical and logical parts of a network. Compared with an administrator the work is more hands-on and site-based: running and terminating cable, swapping hardware, and confirming links behave as expected.
Certificate or college diplomaInformation technology, data and cybersecurity
Database administrators look after the systems where an organisation's data lives. They handle installation, access control, backup and recovery, and performance, and they are accountable when a query slows the business down or a restore is needed.
Bachelor's degreeInformation technology, data and cybersecurity
Data analysts turn raw records into answers people can act on. A large share of the job is unglamorous: finding the right data, cleaning it, checking it against what stakeholders actually meant, and then presenting the result honestly, including its limits.
Bachelor's degreeInformation technology, data and cybersecurity
Data engineers build the plumbing that moves data from where it is created to where it is analysed. They write pipelines, model warehouse tables, and put checks in place so that analysts and models are working from data that is complete and on time.
Bachelor's degreeInformation technology, data and cybersecurity
Business intelligence analysts build the reporting layer an organisation runs on. They agree what each metric means, model the underlying data, and produce dashboards that managers can read without needing an analyst in the room.
Bachelor's degreeInformation technology, data and cybersecurity
Cybersecurity analysts protect an organisation's systems and data from attack and misuse. The work combines monitoring and investigation with prevention: assessing risks, hardening configurations, and helping other teams build with security in mind.
Bachelor's degreeInformation technology, data and cybersecurity
Security operations centre analysts watch an organisation's systems for signs of attack and act on what they find. The role is alert-driven and procedure-heavy, and because monitoring rarely stops at the end of the working day it often runs on shifts.
Certificate or college diplomaInformation technology, data and cybersecurity