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.
Build, test, and deploy software solutions
+Build the customer-usage dashboard backend with the new ETL flows, add unit tests covering the high-risk…
Build, test, and deploy software solutions
+Evaluate feasibility of software projects
+Assess feasibility of the proposed realtime metrics feature by profiling current data volumes, estimating…
Evaluate feasibility of software projects
+Maintain and update existing software
+Patch the live dashboard service to fix the session-leak bug, write regression tests that reproduce the leak,…
Maintain and update existing software
+Document software development processes
+Document the dashboard development workflow: branch strategy, CI test gates, release checklist, rollback…
Document software development processes
+Program all kinds of software systems
+Implement the billing-aggregation module to accept new input schemas, apply the domain design patterns we…
Program all kinds of software systems
+Develop software design specifications
+Produce the software design specification for the next quarter: component diagrams, sequence flows for…
Develop software design specifications
+Support users in using software applications
+Help the product team and support leads get unstuck with the analytics portal: diagnose why Alice and Miguel…
Support users in using software applications
+Utilise computer-aided software engineering tools
+Create a reusable component library for our dashboards that follows the design patterns we agreed with UX:…
Utilise computer-aided software engineering tools
+Plan and install new software systems
+Plan and install the new data-platform stack for the sales dashboard: map integrations, list required…
Plan and install new software systems
+Debug and troubleshoot software errors
+Investigate and fix the intermittent API errors on the metrics dashboard: gather the last 72 hours of logs,…
Debug and troubleshoot software errors
+Design user interfaces and improve UI/UX
+Redesign the KPI panel to improve clarity and reduce cognitive load: sketch updated layouts with annotated…
Design user interfaces and improve UI/UX
+Prepare reports or correspondence concerning project specifications, activities, or status.
+Prepare this week's status note for the executive sponsor: summarise completed milestones, outstanding…
Prepare reports or correspondence concerning project specifications, activities, or status.
+Store, retrieve, and manipulate data for analysis of system capabilities and requirements.
+Extract, normalise and store the last 18 months of telemetry for capacity modelling: define the schema, load…
Store, retrieve, and manipulate data for analysis of system capabilities and requirements.
+Determine system performance standards.
+Define performance targets for the dashboard stack: set response-time and concurrency SLAs for peak business…
Determine system performance standards.
+Train users to use new or modified equipment.
+Run a hands-on session this Thursday at 10am in the analytics lab to walk ops and field engineers through the…
Train users to use new or modified equipment.
+Review code for errors and improvements
+Review the latest dashboard branch for logic errors and performance smells: check SQL for N+1 queries,…
Review code for errors and improvements
+Collaborate with team members on development projects
+Schedule a one-hour pairing session with Priya and Marcus on Tuesday to walk through the feature map, assign…
Collaborate with team members on development projects
+Ensure software security and data protection
+Audit the dashboard deployment for access control and encryption gaps: verify role mappings, ensure…
Ensure software security and data protection
+Monitor software performance post-deployment
+Set up post-deploy monitoring for the release: record baseline metrics for query latency, dashboard render…
Monitor software performance post-deployment
+Release software updates and versions
+Prepare and push the next version: tag the release, update the changelog with user-facing fixes, run the…
Release software updates and versions
+Says who?
These are the pages we read to build this. Open any of them and check us.
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