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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
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
Embedded software developers write the code that runs inside physical products, from appliances and vehicles to medical and industrial equipment. Memory, power, and timing are tight, and testing usually means working with real hardware on a bench.
Bachelor's degreeInformation 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
IT support technicians are the first point of contact when someone's technology stops working. They diagnose hardware, software, account, and connectivity problems, fix what they can, and hand on what they cannot with enough detail for the next team.
Certificate or college diplomaInformation technology, data and cybersecurity
Machine learning engineers take models out of notebooks and into production systems. The role sits between data science and software engineering: building training and serving pipelines, watching for drift once a model is live, and handling the failure modes that only appear at scale.
Bachelor's degreeInformation technology, data and cybersecurity