What it pays
Government survey numbers — not estimates, not ads.
Half of all Computer Programmers in the U.S. earn more than $100,390 a year — the middle 80% land between $57,710 and $160,460. About 92,230 people in the U.S. do this work. Figures are for the U.S. occupation group “Computer Programmers”. (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).
$100,390typical pay / year
92,230people in this work
$160,460+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.
Analysing3
Lead a team of programmers
+Run the weekly technical leadership review, assign Jira tickets to Priya, Marco, and Elena with clear…
Lead a team of programmers
+Run the weekly technical leadership review, assign Jira tickets to Priya, Marco, and Elena with clear acceptance criteria, confirm sprint capacity, and circulate the decisions and updated task board to the analytics stakeholders by Friday noon.
The tools that do the workAnsiblejob descriptionsO*NETWikipedia
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Design software solutions
+Draft the architecture for the new ETL feature, map dataflows, estimate compute and storage needs, produce a…
Design software solutions
+Draft the architecture for the new ETL feature, map dataflows, estimate compute and storage needs, produce a one-page design with sequence diagrams and risk notes, then circulate to Priya and the data engineering team for signoff Monday.
The tools that do the workApache CassandraESCOjob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Develop Web sites.
+Deliver the prototype analytics website: define page layouts and data endpoints, wire up the user flows,…
Develop Web sites.
+Deliver the prototype analytics website: define page layouts and data endpoints, wire up the user flows, verify the dashboards render against sample data, and publish the site to the staging URL for stakeholder review by Thursday.
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?
Fixing1
Fix bugs in software
+Triage the open bug queue, reproduce each failing case with the failing dataset, patch the three…
Fix bugs in software
+Triage the open bug queue, reproduce each failing case with the failing dataset, patch the three highest-severity defects, add unit tests, and push the fixes to the staging branch for QA verification before close of business tomorrow.
The tools that do the workApache Hadoopjob descriptionsWikipedia
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Keeping the record1
Review code changes
+Run a focused code review session for the pull requests from Marco and Aisha, verify algorithm correctness,…
Review code changes
+Run a focused code review session for the pull requests from Marco and Aisha, verify algorithm correctness, check boundary cases and performance implications, leave line-level comments and approve the safe changes so they merge by end of day.
The tools that do the workAmazon Redshiftjob descriptionsWikipedia
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Learning1
Mentor junior programmers
+Schedule two paired-programming sessions this week with junior hires Sam and Noor, prepare three focused…
Mentor junior programmers
+Schedule two paired-programming sessions this week with junior hires Sam and Noor, prepare three focused exercises on debugging and vectorized operations, review their solutions, and give written feedback with concrete next steps.
The tools that do the workAmazon Elastic Compute Cloud EC2job 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 work16
Assign, coordinate, and review work and activities of programming personnel.
+Assign tasks and deadlines for the analytics team this sprint: give Maria the data cleaning job with a…
Assign, coordinate, and review work and activities of programming personnel.
+Assign tasks and deadlines for the analytics team this sprint: give Maria the data cleaning job with a Wednesday delivery, Ajay the validation tests due Friday, and Tyler the code review; confirm dependencies and update the team tracker before noon Monday.
The tools that do the workAnsibleO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.
+Fix the failing deliverable: update the data merge step to handle nulls, rerun the full test suite, document…
Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.
+Fix the failing deliverable: update the data merge step to handle nulls, rerun the full test suite, document the change and results, and push the corrected routine with a note to QA to recheck by end of day Thursday.
The tools that do the workApache HadoopO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Write or contribute to instructions or manuals to guide end users.
+Draft a user guide for the analytics routines: explain input formats, step-by-step run instructions, common…
Write or contribute to instructions or manuals to guide end users.
+Draft a user guide for the analytics routines: explain input formats, step-by-step run instructions, common error messages with troubleshooting steps, and include example commands and expected outputs for newcomers.
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?
Investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions.
+Check network and workstation responsiveness for the scheduled batch run: test the compute node, the data…
Investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions.
+Check network and workstation responsiveness for the scheduled batch run: test the compute node, the data node, and the client workstation, record which component fails to respond, and note timestamps and any error strings for the operations ticket.
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?
Write code and scripts
+Write the routine to transform raw telemetry into analysis-ready tables: include input validation,…
Write code and scripts
+Write the routine to transform raw telemetry into analysis-ready tables: include input validation, memory-efficient steps, and comments for each major block, then add unit tests that prove correctness on edge cases.
The tools that do the workApache Cassandrajob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Debug and troubleshoot issues
+Trace the intermittent failure reported by QA: reproduce the error locally, add logging around the suspect…
Debug and troubleshoot issues
+Trace the intermittent failure reported by QA: reproduce the error locally, add logging around the suspect function, isolate the offending data row, and propose the fix with time estimate and rollback plan for review by Friday.
The tools that do the workAmazon Redshiftjob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Build and improve e-commerce platforms
+Design and prototype the e-commerce data models, write the SAS routines to ingest transaction feeds, optimise…
Build and improve e-commerce platforms
+Design and prototype the e-commerce data models, write the SAS routines to ingest transaction feeds, optimise the joins so nightly batch finishes within two hours, and add logging so I can trace a failed order end-to-end.
The tools that do the workAmazon RedshiftAmazon DynamoDBjob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Test software
+Run the regression and load tests on the checkout and pricing routines, record failures and timings,…
Test software
+Run the regression and load tests on the checkout and pricing routines, record failures and timings, reproduce any intermittent errors with the same seed data, and produce a one‑page defect list for engineers to fix before the release.
The tools that do the workAmazon Elastic Compute Cloud EC2Wikipedia
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Communicate with customers, managers, and engineers
+Summarise the recent error trends, explain the impact on conversion and revenue in plain numbers, propose two…
Communicate with customers, managers, and engineers
+Summarise the recent error trends, explain the impact on conversion and revenue in plain numbers, propose two mitigation options with estimated work and risk, then send that update to Priya in sales, Martin the engineering manager, and the support lead.
The tools that do the workAmazon Web Services AWSWikipedia
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Diagram and design the construction of circuit boards
+Draft the board‑level circuit layout for the payment terminal: include signal flow, power rails, component…
Diagram and design the construction of circuit boards
+Draft the board‑level circuit layout for the payment terminal: include signal flow, power rails, component placements, and thermal notes, then export the fabrication drawings and a short build checklist for the assembly shop.
The tools that do the workApache HadoopESCO
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Maintain and update programs
+Update the SAS programs that calculate monthly trial balances: refactor the data step for patient_charge…
Maintain and update programs
+Update the SAS programs that calculate monthly trial balances: refactor the data step for patient_charge dataset, add unit tests for the new PROC SQL joins, run the nightly batch and deliver the log and fixed code to Maria by Tuesday noon.
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?
Create prototypes and proof of concept
+Build a quick SAS prototype that reads the prototype PCB test dataset, calculate signal-to-noise metrics,…
Create prototypes and proof of concept
+Build a quick SAS prototype that reads the prototype PCB test dataset, calculate signal-to-noise metrics, produce summary tables and a demo report, then hand the code and results to Raj for feasibility review on Friday afternoon.
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?
Follow industry standards and project plans
+Bring the SAS project into compliance with the project plan: compare current programs to the coding standards…
Follow industry standards and project plans
+Bring the SAS project into compliance with the project plan: compare current programs to the coding standards checklist, update headers and versioning, document deviations in the change log, and circulate the revised plan to Lena and the PM by Thursday close of business.
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?
Stay updated with new technologies
+Survey new analytic packages and languages that could replace parts of our SAS stack, draft a two-page impact…
Stay updated with new technologies
+Survey new analytic packages and languages that could replace parts of our SAS stack, draft a two-page impact note comparing runtime, licensing and PCB test integration, then email the note and recommendations to Diego and the engineering lead next 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?
Implement cybersecurity measures
+Add security controls to the SAS workflows: encrypt the patient_charge intermediate datasets, enforce…
Implement cybersecurity measures
+Add security controls to the SAS workflows: encrypt the patient_charge intermediate datasets, enforce role-based access in the job scheduler, run a penetration test on the data transfer and report findings to Priya and the security officer by Monday.
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?
Integrate third-party APIs
+Integrate the vendor API by writing a SAS connector to pull the live testbench readings, map the fields to…
Integrate third-party APIs
+Integrate the vendor API by writing a SAS connector to pull the live testbench readings, map the fields to our schema, schedule hourly pulls with retry logic, and hand the connector and mapping document to Omar for integration testing on Friday.
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?
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 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