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Construction planners build and maintain the programme that says what happens in what order and how long it takes, then track actual progress against it. They model logic links, resources, and float, and analyse the effect of delays and changes. The work supports both delivery decisions and contractual claims about who caused a slip.
Varies by employer or jurisdictionArchitecture, construction and infrastructure
Technical writers turn complex products and procedures into documentation people can actually follow: user guides, API references, help centres, and standard operating procedures. The job depends on interviewing experts, testing the steps yourself, and structuring information so it can be found.
Bachelor's degreeArts, design, media and communications
Business analysts sit between the people who need something changed and the people who will build or deliver it. They elicit what a process or system has to do, write it down precisely enough to be built and tested, and keep the definition honest as constraints emerge. Much of the job is asking uncomfortable clarifying questions early so the wrong thing does not get built.
Bachelor's degreeBusiness, consulting and entrepreneurship
Operations analysts study how work flows through an organisation and quantify where it stalls. They pull data from operational systems, model capacity and demand, and propose changes to scheduling, routing, or process design. The output is usually a measured recommendation rather than an opinion.
Bachelor's degreeBusiness, consulting and entrepreneurship
Market research analysts design studies to find out what customers think, want, or do, and turn the results into evidence an organisation can act on. The work covers survey and interview design, sampling, statistical analysis, and reporting. Being clear about what the data does not support is as much a part of the job as reporting what it does.
Bachelor's degreeBusiness, consulting and entrepreneurship
Systems engineers hold the whole of a complex product together: requirements, interfaces, architecture, and the evidence that the finished system does what it was meant to do. The role is coordination-heavy and depends on being able to reason across mechanical, electrical, and software boundaries.
Controls engineers design and program the systems that make machinery and plant run automatically, including PLCs, drives, instrumentation, and operator interfaces. Commissioning is a core part of the job, and it often happens during shutdowns or outside normal hours.
Robotics engineers design, program, and integrate robotic cells and autonomous equipment, combining mechanical design, sensing, control, and software. The work is genuinely cross-disciplinary and involves a lot of iteration on real hardware before a cell behaves reliably.
Actuaries model uncertain future events such as claims, mortality, or longevity, and translate them into prices, reserves, and capital requirements. Qualification usually runs through a long series of professional examinations taken while working, and much of the job is defending assumptions rather than running models.
Bachelor's degreeFinance, accounting and insurance
Risk analysts identify what could go wrong for a portfolio or business line, measure how exposed it is, and make sure the people accountable actually see that picture. The role is analytical but also political: the findings are frequently unwelcome to the teams generating the exposure.
Bachelor's degreeFinance, accounting and insurance
Software developers design, write, and maintain the programs that run on computers, phones, and servers. Much of the work is reading existing code, breaking a requirement into small changes, and checking that a change behaves correctly before it reaches users.
Bachelor's degreeInformation technology, data and cybersecurity
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
Back-end developers build the services, APIs, and data access layers that sit behind an application. The work centres on correctness under load: making sure requests are handled reliably, data stays consistent, and failures degrade in a controlled way.
Bachelor's degreeInformation technology, data and cybersecurity
Full-stack developers work across both the interface and the services behind it, following a feature from the screen through to the database. The breadth is the point: it suits smaller teams where one person needs to carry a change end to end.
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
Game developers write the code that makes a game run, covering gameplay rules, graphics, physics, input, and audio. The work is highly collaborative, sitting between designers who decide how the game should feel and artists who supply what it looks like.
Bachelor's degreeInformation 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
DevOps engineers build the machinery that gets code from a developer's machine into production safely. They automate builds, deployments, and infrastructure, and they are usually the people other teams come to when a release or environment misbehaves.
Varies by employer or jurisdictionInformation technology, data and cybersecurity
Cloud engineers design, build, and run systems hosted on cloud platforms. The job mixes networking, security, and automation: provisioning resources in code, controlling who can access what, and keeping an eye on how the environment is configured over time.
Varies by employer or jurisdictionInformation technology, data and cybersecurity
Systems administrators keep an organisation's servers, operating systems, and core services running. The work is a mix of planned maintenance and unplanned problem solving, and it often includes the accounts, backups, and permissions everyone else depends on.
Certificate or college diplomaInformation technology, data and cybersecurity
Network administrators design, configure, and maintain the networks that connect an organisation's devices, sites, and services. When connectivity fails, they are the people who work out whether the problem is a cable, a configuration, or a provider.
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
