What it pays
Government survey numbers — not estimates, not ads.
The work, task by task
These are the real jobs-to-be-done, not a wish list. Each task shows where we found it, and the prompt underneath is written for that exact task.
Identify errors in software products
+Run a focused defect hunt on the latest vehicle accessories module, list reproducible errors with steps,…
Identify errors in software products
+Develop and execute test plans and test cases
+Create and execute a test plan for the textile inventory API that maps inputs to expected outputs, includes…
Develop and execute test plans and test cases
+Participate in design and code reviews
+Join the design review for the new procurement UI, prepare a short checklist of edge cases, security…
Participate in design and code reviews
+Design or develop automated testing tools.
+Design and build a reusable automated test harness for regression of the checkout flow that runs nightly,…
Design or develop automated testing tools.
+Perform software testing to detect errors in a product
+Perform a full sweep of the release candidate to find functional and data-quality defects in the accessories…
Perform software testing to detect errors in a product
+Maintain and update testing documentation
+Update the QA testing handbook for vehicle textile modules: add the new data-quality checklist, revise…
Maintain and update testing documentation
+Automate test cases and testing processes
+Automate the regression and integration test cases for the vehicle quality checks: convert handwritten test…
Automate test cases and testing processes
+Textile technologies
+Design and document textile technology test suites: capture fibre and finish acceptance criteria, create…
Textile technologies
+Ensure compliance with quality standards and procedures
+Review the quality manual and last six audit reports, verify each procedure matches current vehicle and…
Ensure compliance with quality standards and procedures
+Monitor bug resolution efforts and track successes
+Pull the bug tracker for the last sprint, tally resolved versus reopened defects by owner, highlight fixes…
Monitor bug resolution efforts and track successes
+Update automated test scripts for currency
+Run the full automated test suite, identify scripts failing due to recent UI and data-schema changes, update…
Update automated test scripts for currency
+Coordinate user or third-party testing
+Draft a test plan for the external user acceptance window, list tasks for third-party testers, schedule…
Coordinate user or third-party testing
+Modify existing software to correct errors or improve performance
+Reproduce the performance issue on the staging build, profile the slow module to capture logs and timings,…
Modify existing software to correct errors or improve performance
+Recommend purchase of equipment for system environment control
+Survey the lab environment, list temperature, humidity and air-change shortfalls affecting textile sample…
Recommend purchase of equipment for system environment control
+Conduct historical analyses of test results.
+Analyze the last six months of regression and smoke test results, compare failure patterns by component and…
Conduct historical analyses of test results.
+Store, retrieve, and manipulate data for analysis of system capabilities and requirements.
+Ingest the current test result CSVs and requirements matrix into the test datastore, normalise field names,…
Store, retrieve, and manipulate data for analysis of system capabilities and requirements.
+Test system modifications before implementation
+Create and run a sandbox test cycle for the proposed code changes against the nightly build, record pass/fail…
Test system modifications before implementation
+Perform initial debugging by reviewing logs, configuration files, or code
+Collect the latest application logs, configuration snapshots, and recent failing test traces, correlate…
Perform initial debugging by reviewing logs, configuration files, or code
+Visit beta testing sites to evaluate software performance
+Travel to the two pilot factory floors, run the standard performance checklist on the beta app under real…
Visit beta testing sites to evaluate software performance
+Fix processes that resulted in errors
+Trace the workflow steps that produced the recent batch of errors, update the failing test cases and…
Fix processes that resulted in errors
+Says who?
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Activities this job lives in
The human activities behind the tasks — each with its honest AI ceiling.
The logs, files & records this job keeps
Shared with other careers — the same record means something different in each.
Related careers
Same family of work — each with its own tasks and prompts.
The rest of the map
Same library, five ways in.
Built on public evidence: O*NET®, ESCO, Wikipedia, U.S. Bureau of Labor Statistics, ILOSTAT. All sources & licenses