What it pays
Government survey numbers — not estimates, not ads.
Half of all Engineers, All Other in the U.S. earn more than $122,930 a year — the middle 80% land between $66,810 and $189,950. About 154,070 people in the U.S. do this work. Figures are for the U.S. occupation group “Engineers, 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).
$122,930typical pay / year
154,070people in this work
$189,950+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.
Fixing1
Fix faults in robots
+Diagnose the wrist joint fault that caused the line stoppage on Bay 3, reproduce the error on the test bench,…
Fix faults in robots
+Diagnose the wrist joint fault that caused the line stoppage on Bay 3, reproduce the error on the test bench, replace the failed encoder and adjust the control gains so the repeatability returns to 0.5 mm, then log the corrective steps in the defect tracker.
The tools that do the workGitAtlassian JIRAjob descriptionsO*NETWikipedia
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Analysing3
Perform design calculations
+Calculate the required motor torque, gearbox ratio and safety factor for the new pick-and-place arm to lift 8…
Perform design calculations
+Calculate the required motor torque, gearbox ratio and safety factor for the new pick-and-place arm to lift 8 kg at 1.2 m/s peak velocity, show free-body diagrams, margin calculations and a short feasibility note for review tomorrow morning.
The tools that do the workMicrosoft Exceljob descriptionsO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Analyze data from sensors and cameras
+Process the last week's IMU and depth-camera logs from Line 2, extract motion trajectories, compute sensor…
Analyze data from sensors and cameras
+Process the last week's IMU and depth-camera logs from Line 2, extract motion trajectories, compute sensor fusion residuals, flag outliers over three standard deviations and prepare a one-page summary of root-cause hypotheses for Monday's engineering huddle.
The tools that do the workLinuxGitjob descriptionsO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Design and develop intelligent systems
+Outline the neural and rule-based architecture for the vision-guided sorting system that must classify ten…
Design and develop intelligent systems
+Outline the neural and rule-based architecture for the vision-guided sorting system that must classify ten product types at 95 percent accuracy, specify training data needs, compute inference latency budget and a phased validation plan for the pilot.
The tools that do the workC++GitESCOWikipedia
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Convincing1
Design automated systems using software
+Produce a concept layout and kinematic sketches for an enclosed palletising cell that handles 600 pallets per…
Design automated systems using software
+Produce a concept layout and kinematic sketches for an enclosed palletising cell that handles 600 pallets per shift, include reach studies, envelope clearances and a sequence diagram showing pallet flow for Friday's safety review.
The tools that do the workAutodesk AutoCADDassault Systemes SolidWorksjob 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 work15
Design and evaluate prototypes
+Design and evaluate a functional prototype of the conveyor-picking module for the new assembly cell, produce…
Design and evaluate prototypes
+Design and evaluate a functional prototype of the conveyor-picking module for the new assembly cell, produce test procedures, run the first three performance trials, log failures with measured data, and recommend go/no-go changes by next Wednesday.
The tools that do the workDassault Systemes SolidWorksjob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Identify automation opportunities
+Walk the production line at Plant 7 this week, map out manual handoffs and cycle times, identify three…
Identify automation opportunities
+Walk the production line at Plant 7 this week, map out manual handoffs and cycle times, identify three repeatable tasks for automation with estimated ROI and safety risks, and deliver a ranked recommendation to Laura in operations on Friday.
The tools that do the workMicrosoft Exceljob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Create robots for offshore wind farms
+Define and deliver design concepts for a corrosion-resistant inspection robot for monopiles, produce…
Create robots for offshore wind farms
+Define and deliver design concepts for a corrosion-resistant inspection robot for monopiles, produce structural load estimates, list required sensors and access interfaces, and hand the concept to procurement with a cost envelope by the end of next month.
The tools that do the workAutodesk AutoCADDassault Systemes SolidWorksjob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Report on risks and project progress
+Prepare the fortnightly risk and progress report for the automation project: update schedule slippage,…
Report on risks and project progress
+Prepare the fortnightly risk and progress report for the automation project: update schedule slippage, document three highest technical risks with mitigations, summarise test results from the prototype lab, and circulate to Simon in PMO and the steering group on Monday morning.
The tools that do the workAtlassian JIRAMicrosoft Exceljob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Create kinematic models to control robot movements
+Create detailed kinematic models for the six-axis welding arm, include joint limits, payload-deflected…
Create kinematic models to control robot movements
+Create detailed kinematic models for the six-axis welding arm, include joint limits, payload-deflected trajectories, and control setpoints, validate with a 1 mm positional-accuracy simulation, and deliver the model files to the controls team by Thursday.
The tools that do the workC++Wikipedia
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Create blueprints or design documents for parts, assemblies or finished products
+Produce full manufacturing drawings and assembly documentation for the robot wrist: dimensioned part…
Create blueprints or design documents for parts, assemblies or finished products
+Produce full manufacturing drawings and assembly documentation for the robot wrist: dimensioned part drawings, tolerance stack-ups, bill of materials, and a step-by-step assembly procedure ready for the machine shop review on Tuesday.
The tools that do the workDassault Systemes SolidWorksESCO
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Design end-of-arm tooling.
+Design an end-of-arm tool for the pick-and-place cell that grips the stamped steel bracket without marking…
Design end-of-arm tooling.
+Design an end-of-arm tool for the pick-and-place cell that grips the stamped steel bracket without marking it, meets IP54, keeps payload under 2.5 kg, and produce a full drawing set with BOM and mounting interface to the robot wrist by Thursday for review.
The tools that do the workDassault Systemes SolidWorksO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Supervise technologists, technicians, or other engineers.
+Run the weekly technician sync: confirm Kyle and Maria finished the calibration checklist, reassign the servo…
Supervise technologists, technicians, or other engineers.
+Run the weekly technician sync: confirm Kyle and Maria finished the calibration checklist, reassign the servo wiring follow-up to Justin, capture safety deviation items, and circulate minutes with action owners before Friday close of business.
The tools that do the workAtlassian JIRAO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Investigate mechanical failures or unexpected maintenance problems.
+Investigate yesterday's gripper wrist failure on Line 3: gather the failure parts, capture serials and torque…
Investigate mechanical failures or unexpected maintenance problems.
+Investigate yesterday's gripper wrist failure on Line 3: gather the failure parts, capture serials and torque readings, inspect the CAD fit at the interface, run a torque-to-failure test, and draft a causal report for plant maintenance by Monday.
The tools that do the workAutodesk AutoCADO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Make system device lists or event timing charts.
+Produce a system device list and an event timing chart for the new assembly cell showing sensor inputs,…
Make system device lists or event timing charts.
+Produce a system device list and an event timing chart for the new assembly cell showing sensor inputs, actuator outputs, PLC cycle times, and exact timestamps for handoff events so controls can start implementation on Tuesday.
The tools that do the workMicrosoft ExcelO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Develop algorithms
+Develop the vision-guided pick algorithm that rejects misaligned parts, records confidence scores, adapts…
Develop algorithms
+Develop the vision-guided pick algorithm that rejects misaligned parts, records confidence scores, adapts approach angles within 15 degrees, and provide annotated pseudocode plus performance targets for simulation next sprint.
The tools that do the workC++Gitjob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Build control systems
+Build a closed-loop motion control module that runs on the controller, samples encoder feedback at 1 kHz,…
Build control systems
+Build a closed-loop motion control module that runs on the controller, samples encoder feedback at 1 kHz, implements PID with feedforward, supports safe torque limits and logs faults for postmortem before handoff to integration next Wednesday.
The tools that do the workLinuxC#job descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Oversee and manage projects
+Run the project review for the conveyor robot retrofit, update the scope and risk log, reassign overdue tasks…
Oversee and manage projects
+Run the project review for the conveyor robot retrofit, update the scope and risk log, reassign overdue tasks to Mark in electrical and Sara in controls, and produce a one-page status for Friday's steering meeting showing cost, schedule, and safety hold points.
The tools that do the workAtlassian JIRAESCO
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Design automation components
+Detail the new pick-and-place end effector: list actuators, sensor types, mounting interfaces, and materials;…
Design automation components
+Detail the new pick-and-place end effector: list actuators, sensor types, mounting interfaces, and materials; produce a BOM and a requirements checklist that meets plant safety standards so procurement can quote by next Wednesday.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Design drawings
+Create production-ready assembly drawings for the new robot cell, dimensioned for manufacturing, with…
Design drawings
+Create production-ready assembly drawings for the new robot cell, dimensioned for manufacturing, with tolerance callouts, welded-joint symbols, and a safety zone diagram, then export a PDF pack for the shop and maintenance by Tuesday.
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