What it pays
Government survey numbers — not estimates, not ads.
Half of all Computer Occupations, All Other in the U.S. earn more than $116,580 a year — the middle 80% land between $55,940 and $188,470. About 435,370 people in the U.S. do this work. Figures are for the U.S. occupation group “Computer Occupations, All Other”. (U.S. Bureau of Labor Statistics survey, published 2025.) In India, Professionals earn about ₹38,298 a month on average — around ₹4.6 lakh a year (government PLFS survey via ILOSTAT, occupation-family figure).
$116,580typical pay / year
435,370people in this work
$188,470+top 10% earn
₹4.6 lakha year in India (family avg)
Think you get this job?Six quick questions on how it really works — with a hint and the reason behind every answer.
Test yourself →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.
Analysing6
Understand specific system requirements
+Map the new billing service requirements to the existing platform: list required APIs, data stores,…
Understand specific system requirements
+Map the new billing service requirements to the existing platform: list required APIs, data stores, scalability targets, and nonfunctional constraints, then highlight three integration risks and mitigation options for Monday morning.
The tools that do the workAmazon Web Services AWSjob descriptionsO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Troubleshoot system issues
+Diagnose the intermittent timeout affecting the payments API: gather recent logs, reproduce the failure…
Troubleshoot system issues
+Diagnose the intermittent timeout affecting the payments API: gather recent logs, reproduce the failure pattern in a staging cluster, list probable root causes with evidence, and propose two fixes for review by the on-call lead today.
The tools that do the workAmazon Elastic Compute Cloud EC2Apache Airflowjob descriptionsO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Implement system architecture designs
+Produce the system architecture diagrams and a deployment checklist that map the new payment service to our…
Implement system architecture designs
+Produce the system architecture diagrams and a deployment checklist that map the new payment service to our cloud regions, include API contracts, data flow for user authentication, and a hardware sizing estimate so the platform team can provision by next Wednesday.
The tools that do the workAmazon Web Services AWS CloudFormationESCOjob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Maintain system security and integrity
+Audit the network segments and IAM roles for the customer portal, produce a prioritized list of security…
Maintain system security and integrity
+Audit the network segments and IAM roles for the customer portal, produce a prioritized list of security fixes with impact estimates and remediation owners, and schedule an emergency patch window with the ops team for Friday morning.
The tools that do the workAnsiblejob descriptionsO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Develop application-specific software.
+Design the application components for the mobile claims workflow, specify required services, database schema…
Develop application-specific software.
+Design the application components for the mobile claims workflow, specify required services, database schema changes, and API endpoints, and draft acceptance criteria so the dev team can start a two-week sprint on Monday.
The tools that do the workAJAXjob descriptionsO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Develop solutions to system problems
+Investigate the intermittent order processing failures, propose three remedial architectures with tradeoffs,…
Develop solutions to system problems
+Investigate the intermittent order processing failures, propose three remedial architectures with tradeoffs, simulate expected throughput for each, and recommend the one to implement in the next maintenance window.
The tools that do the workApache Airflowjob descriptionsO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
The daily work14
Evaluate new technologies for system integration
+Evaluate Confluent, Kong, and HashiCorp for integrating our CRM, billing, and inventory systems this quarter;…
Evaluate new technologies for system integration
+Evaluate Confluent, Kong, and HashiCorp for integrating our CRM, billing, and inventory systems this quarter; map required adapters, estimate implementation effort in person-days, and recommend one with risks, costs, and a migration outline for the CTO by next Wednesday.
The tools that do the workAnsiblejob descriptionsO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Verify stability, interoperability, portability, security, or scalability of system architecture.
+Run an interoperability and scalability review of the payment processing architecture against the order…
Verify stability, interoperability, portability, security, or scalability of system architecture.
+Run an interoperability and scalability review of the payment processing architecture against the order service and analytics pipeline, list incompatibilities, required configuration changes, and security gaps, and propose mitigation steps for operations to implement before peak sales week.
The tools that do the workAmazon Web Services AWSAmazon Elastic Compute Cloud EC2O*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Direct the analysis, development, and operation of complete computer systems.
+Lead the end-to-end delivery of the new customer data platform: define component responsibilities, produce a…
Direct the analysis, development, and operation of complete computer systems.
+Lead the end-to-end delivery of the new customer data platform: define component responsibilities, produce a phased development plan with acceptance criteria, assign owners for API, storage, and ingestion, and set the go-live readiness checkpoints for the program manager.
The tools that do the workApache AirflowO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Design and conduct hardware or software tests.
+Design and run the functional and performance test plan for the new microservice stack, produce test scripts…
Design and conduct hardware or software tests.
+Design and run the functional and performance test plan for the new microservice stack, produce test scripts for API, latency, and throughput, capture failures with logs and reproduce steps, and hand the results and fixes to the dev team by Friday.
The tools that do the workApache AirflowO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Configure servers to meet functional specifications.
+Configure the three application servers to meet the spec: set JVM memory, connection pool sizes, TLS certs,…
Configure servers to meet functional specifications.
+Configure the three application servers to meet the spec: set JVM memory, connection pool sizes, TLS certs, and load balancer targets; validate against the functional checklist and record the final configuration for the ops runbook.
The tools that do the workAmazon Elastic Compute Cloud EC2O*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Perform security analyses of developed or packaged software components.
+Perform a security analysis of the authentication and data access components in the customer portal,…
Perform security analyses of developed or packaged software components.
+Perform a security analysis of the authentication and data access components in the customer portal, enumerate vulnerabilities, rank by exploitability and impact, and provide remediation steps and a patch schedule to secure the release branch.
The tools that do the workApache CassandraO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Develop or approve project plans, schedules, or budgets.
+Produce a project plan, schedule and budget for the payment gateway modernisation for Acme Retail, include…
Develop or approve project plans, schedules, or budgets.
+Produce a project plan, schedule and budget for the payment gateway modernisation for Acme Retail, include milestones, resource burn rates, risk register and three budget scenarios, then send to Maria in PMO and Tom in finance for approval by next Thursday.
The tools that do the workAmazon Web Services AWSO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Communicate project information through presentations, technical reports, or white papers.
+Draft a 12-slide technical briefing and a four-page executive summary on the proposed event-driven order…
Communicate project information through presentations, technical reports, or white papers.
+Draft a 12-slide technical briefing and a four-page executive summary on the proposed event-driven order processing design, include sequence diagrams, performance targets and migration impacts, then circulate to Priya in product, James in operations, and the CTO by Friday morning.
The tools that do the workAdobe AcrobatO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Address system administration issues
+Investigate the intermittent disk I/O alerts on the billing cluster, capture current metrics, list…
Address system administration issues
+Investigate the intermittent disk I/O alerts on the billing cluster, capture current metrics, list configuration drift versus baseline, propose three remediation steps with rollback plans, and assign actions to Ravi and Claire with a 48-hour SLA.
The tools that do the workAnsiblejob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Resolve network concerns
+Diagnose the latency spikes between datacentre A and B affecting API calls, run traceroutes and flow…
Resolve network concerns
+Diagnose the latency spikes between datacentre A and B affecting API calls, run traceroutes and flow captures, map traffic through the routers, recommend firewall or routing changes, and brief Network Ops and the app owners by end of day tomorrow.
The tools that do the workApache Airflowjob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Test system solutions for functionality
+Run the acceptance test plan for the new authentication service: execute the functional, load and failover…
Test system solutions for functionality
+Run the acceptance test plan for the new authentication service: execute the functional, load and failover tests against the staging cluster, capture results, flag any defects with reproduction steps, and approve release to production if all critical tests pass by Wednesday.
The tools that do the workAmazon Elastic Compute Cloud EC2job descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Align software with system architectures
+Review the application stack and confirm the CRM integration conforms to the target reference architecture,…
Align software with system architectures
+Review the application stack and confirm the CRM integration conforms to the target reference architecture, produce a gap list with priority, map required configuration changes and estimate effort for engineering to implement over the next quarter.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Business process modelling
+Map the current order-to-cash flow end-to-end, showing actors, decision points, systems touched, data…
Business process modelling
+Map the current order-to-cash flow end-to-end, showing actors, decision points, systems touched, data exchanged and SLA targets, highlight failure modes and security controls, and produce a BPMN diagram and one-page executive summary for Monday 10:00 AM review.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Assess ICT knowledge
+Run a ninety-minute capability assessment with the application, infrastructure and operations leads, score…
Assess ICT knowledge
+Run a ninety-minute capability assessment with the application, infrastructure and operations leads, score their skills against required ICT competencies, capture evidence and gaps, and deliver a ranked training and hiring plan with costed recommendations by Friday COB.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Says who?
These are the pages we read to build this. Open any of them and check us.
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 LLOS Work Atlas is the world's largest evidenced task library — a map of human work, with a ready prompt behind every task. 1,774 careers · every task named by the sources that witnessed it — O*NET, ESCO, real job descriptions, Wikipedia — and the deepest tasks by several at once. And it is honest about limits: where AI cannot help, the map says so.
The rest of the map
Same library, five ways in.
Copyright © LLOS.ai · 2026 — original pedagogy, voice, and design — all rights reserved.
Built on public evidence: O*NET®, ESCO, Wikipedia, U.S. Bureau of Labor Statistics, ILOSTAT. All sources & licenses
Built on public evidence: O*NET®, ESCO, Wikipedia, U.S. Bureau of Labor Statistics, ILOSTAT. All sources & licenses