Test software performance
Most of the output can be produced by software today.
Work that already happens inside a computer is the easiest to hand over, because the agent and the worker are operating in the same place. The constraint is permissions rather than capability: the agent needs its own scoped access, not a borrowed password.
| How automatable | Mostly automatable |
|---|---|
| Kind of work | Work done in software |
| Jobs that do it | 14 occupations |
| Tool categories that apply | Tools and auth, Builders |
| O*NET activity | Inspecting Equipment, Structures, or Materials (4.A.1.b.2) |
What this looks like on the job
Not our paraphrase. These are real task statements recorded against this activity, spread across the 14 occupations that perform it.
- Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.
- Test computer software or hardware, using standard diagnostic testing equipment and procedures.
- Enter commands and observe system functioning to verify correct operations and detect errors.
- Test software systems or applications for software enhancements or new products.
- Design, configure, and test computer hardware, networking software and operating system software.
- Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.
- Conduct software compatibility tests with programs, hardware, operating systems, or network environments.
- Evaluate code to ensure that it is valid, is properly structured, meets industry standards, and is compatible with browsers, devices, or operating systems.
- Develop, validate, and document test routines and schedules to ensure that test cases mimic external interfaces and address all browser and device types.
- Oversee gameplay testing to ensure intended gaming experience and game adherence to original vision.
- Test new software packages for use in Web operations or other applications.
- Document, design, code, or test Geographic Information Systems (GIS) models, internet mapping solutions, or other applications.
- Design and conduct hardware or software tests.
- Evaluate and recommend upgrades or improvements to existing computerized healthcare systems.
- Conduct trial runs of programs and software applications to be sure they will produce the desired information and that the instructions are correct.
- Identify program deviance from standards, and suggest modifications to ensure compliance.
- Perform Web site tests according to planned schedules, or after any Web site or product revision.
- Conduct regular design reviews throughout the game development process.
What we would actually use
One recommendation rather than a shortlist, because a shortlist is just your problem handed back. This is what we would buy for work done in software, and what it costs.
Work already inside a computer needs scoped access, not a new product, so start with the assistant you are already paying for. n8n is free if you host it yourself and is the cheapest way to leave something running unattended.
Chosen for the cheapest thing that does the job, not the best funded. Nothing on this site is sponsored, and the full landscape is there when you want to disagree with us.
The rest of the category
Context, not alternatives to weigh up. We name the layer rather than promise a named product does your specific task.
Matched from the kind of work, not from vendor marketing. Check any of them can reach the system your records actually live in — that connection, not the model, is where these projects stall.
How people actually do it
Step-by-step workflows that name this activity, with the prompts to paste and what to keep for yourself.
Others for work done in software
Who does this work
14 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.
- Computer Network Support Specialists
- Computer Programmers
- Computer Systems Analysts
- Computer Systems Engineers/Architects
- Computer User Support Specialists
- Data Warehousing Specialists
- Geographic Information Systems Technologists and Technicians
- Health Information Technologists and Medical Registrars
- Network and Computer Systems Administrators
- Software Quality Assurance Analysts and Testers
- Video Game Designers
- Web Administrators
- Web and Digital Interface Designers
- Web Developers
Work that goes with it
O*NET groups these under “Test performance of computer or information systems”. In practice they tend to be done by the same person, in the same sitting.
| Activity | Jobs |
|---|---|
| Test computer system operations to ensure proper functioning | 12 |
| Test computer hardware performance | 7 |
Method. The activity, its taxonomy placement and the occupations that perform it come straight from the public-domain O*NET 30.3 database. The automatability band is ours: we map each of O*NET’s 41 generalized work activities to how much of its output current software can produce, assuming a person still reviews and owns the result. It is a coarse three-way judgment on purpose. A precise-looking percentage here would be invented.