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.
Analysing3
Test photonic components or systems
+Run the acceptance test on the new photonic switch: record insertion loss and return loss across 1260–1625…
Test photonic components or systems
+Run the acceptance test on the new photonic switch: record insertion loss and return loss across 1260–1625 nm, capture oscilloscope traces of transient responses, attach calibrated power meter logs, and flag any channel exceeding 0.5 dB deviation for repair before Friday.
The tools that do the workLinuxESCOjob descriptionsO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Simulate and model optical systems
+Build a propagation and aberration model for the prototype imaging relay, sweep field angles and wavelengths,…
Simulate and model optical systems
+Build a propagation and aberration model for the prototype imaging relay, sweep field angles and wavelengths, export spot diagrams and MTF curves, compare against the spec sheet, and annotate which lens surfaces need tolerance relaxation for the design review on Wednesday.
The tools that do the workC++job descriptionsO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Analyze system performance or operational requirements
+Evaluate the system performance report: verify SNR and dynamic range meet the operational requirements under…
Analyze system performance or operational requirements
+Evaluate the system performance report: verify SNR and dynamic range meet the operational requirements under 0.1–1 mW illumination, re-calculate error budgets, list the top three risk contributors with mitigation steps, and circulate the findings to manufacturing and systems by Tuesday.
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?
The daily work17
Read current literature, talk with colleagues, continue education, or participate in professional organizations or conferences to keep abreast of developments in the field.
+Scan the latest optics journals and conference proceedings, pick five papers relevant to our hyperspectral…
Read current literature, talk with colleagues, continue education, or participate in professional organizations or conferences to keep abreast of developments in the field.
+Scan the latest optics journals and conference proceedings, pick five papers relevant to our hyperspectral sensor work, summarise findings and implications in a two-page memo, then schedule a 45-minute team discussion next Thursday to decide follow-ups.
The tools that do the workMicrosoft OfficeMicrosoft OutlookO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Train operators, engineers, or other personnel.
+Draft a one-day operator training lesson covering our interferometer alignment, safety checks, and first-pass…
Train operators, engineers, or other personnel.
+Draft a one-day operator training lesson covering our interferometer alignment, safety checks, and first-pass data collection, prepare hands-on exercises and a one-page competency checklist, then book the lab and invite two technicians and junior engineer Maya for Friday.
The tools that do the workMicrosoft OfficeMicrosoft OutlookO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Analyze, fabricate, or test fiber-optic links.
+Run loss and dispersion measurements on the two fiber links from lab bay B, record launch conditions and test…
Analyze, fabricate, or test fiber-optic links.
+Run loss and dispersion measurements on the two fiber links from lab bay B, record launch conditions and test data, analyse for connectors or splice faults, and file a short defect report with recommended repairs by end of day Tuesday.
The tools that do the workLinuxO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Develop laser-processed designs, such as laser-cut medical devices.
+Prototype the laser-cut stent outline on stainless and polymer samples, document laser settings, dimensional…
Develop laser-processed designs, such as laser-cut medical devices.
+Prototype the laser-cut stent outline on stainless and polymer samples, document laser settings, dimensional tolerances, and edge quality photos, then send a short findings note to regulatory and production with a recommendation for the next test matrix.
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?
Oversee or provide expertise on manufacturing, assembly, or fabrication processes.
+Review this week’s assembly yield and the three recent build failures, inspect the assembly steps and…
Oversee or provide expertise on manufacturing, assembly, or fabrication processes.
+Review this week’s assembly yield and the three recent build failures, inspect the assembly steps and tooling, write a corrective-action plan with priority fixes for the coating and alignment stations, and circulate to production lead Javier by Wednesday.
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?
Test and troubleshoot prototypes and components
+Set up the prototype bench for the new collimator, run functional checks on lenses and mounts, record…
Test and troubleshoot prototypes and components
+Set up the prototype bench for the new collimator, run functional checks on lenses and mounts, record alignment drift over two hours, troubleshoot the stray reflection causing ghosts, and attach the raw test logs and a one-page remediation plan to the ticket.
The tools that do the workMicrosoft Officejob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Collaborate with multidisciplinary teams
+Join the systems review with mechanical, firmware and test leads, document optical interface constraints,…
Collaborate with multidisciplinary teams
+Join the systems review with mechanical, firmware and test leads, document optical interface constraints, list unresolved risks and required decisions, assign owners and a firm Friday deliverable so procurement can order prototype optics next week.
The tools that do the workMicrosoft OutlookMicrosoft Exceljob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Evaluate new materials and techniques
+Run a side‑by‑side comparison of the two new lens polymers and the anti‑reflection coating, summarise optical…
Evaluate new materials and techniques
+Run a side‑by‑side comparison of the two new lens polymers and the anti‑reflection coating, summarise optical tradeoffs, manufacturability risks and supplier lead times, and recommend whether to qualify a sample batch for testing by next Wednesday.
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?
Conduct research
+Design the lab test matrix for the next four weeks: objectives, sample counts, measurement methods, and pass…
Conduct research
+Design the lab test matrix for the next four weeks: objectives, sample counts, measurement methods, and pass criteria for aberration, throughput and environmental stability, then book bench time and notify the test technician so data arrives by month end.
The tools that do the workMicrosoft OfficeMicrosoft OutlookESCO
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Conduct literature research
+Pull the last five years of journal and patent findings on freeform lenses and stray light control, extract…
Conduct literature research
+Pull the last five years of journal and patent findings on freeform lenses and stray light control, extract key methods, reported tolerances and test setups, and produce a 2‑page summary for design review on Thursday.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Approve engineering design
+Approve the updated lens assembly print: check mechanical interfaces, tolerance stack, coating spec and test…
Approve engineering design
+Approve the updated lens assembly print: check mechanical interfaces, tolerance stack, coating spec and test acceptance criteria, sign off only if no new downstream tooling is required so manufacturing can proceed with next build.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Optical manufacturing process
+Write the processing workbook for the optic shop: grinding and polishing steps, measurement checkpoints,…
Optical manufacturing process
+Write the processing workbook for the optic shop: grinding and polishing steps, measurement checkpoints, allowable rework, and inspection records, then circulate to the shop foreman and quality lead for implementation Monday morning.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Analyse test data
+Analyse last week’s lens test bench data, flag measurements outside the drawing tolerances, compute MTF and…
Analyse test data
+Analyse last week’s lens test bench data, flag measurements outside the drawing tolerances, compute MTF and spot size trends, attach the raw CSVs and a one-page summary with recommended re-tests for the optics team by Wednesday morning.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Design drawings
+Produce manufacturing-ready mechanical drawings for the new housing: full dimensioned views, tolerance…
Design drawings
+Produce manufacturing-ready mechanical drawings for the new housing: full dimensioned views, tolerance callouts, surface finish notes, and an exploded parts list so procurement can quote; deliver PDFs and DWG by Friday close of business.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Conduct quality control analysis
+Run a QC analysis on the latest wafer lot: compare measured surface figure and coating thickness to spec,…
Conduct quality control analysis
+Run a QC analysis on the latest wafer lot: compare measured surface figure and coating thickness to spec, calculate pass rates, list failed units with root-cause candidates, and produce a one-page corrective action recommendation for the factory by end of day tomorrow.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Read engineering drawings
+Read the assembly drawings for the spectrometer subassembly, confirm critical optical stack dimensions…
Read engineering drawings
+Read the assembly drawings for the spectrometer subassembly, confirm critical optical stack dimensions against the acceptance criteria, note any ambiguous tolerances or missing datum references, and email a concise exception list to Sarah in manufacturing today.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Design optical prototypes
+Design a first-pass optical prototype for the visible imaging module: specify lens prescriptions, stop…
Design optical prototypes
+Design a first-pass optical prototype for the visible imaging module: specify lens prescriptions, stop positions, mechanical clearances and alignment features, produce a schematic and BOM, and hand the package to prototyping by next 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