What it pays
Government survey numbers — not estimates, not ads.
Half of all Chemists in the U.S. earn more than $91,240 a year — the middle 80% land between $58,460 and $160,830. About 82,770 people in the U.S. do this work. Figures are for the U.S. occupation group “Chemists”. (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).
$91,240typical pay / year
82,770people in this work
$160,830+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
Analyze chemical substances
+Run a full compositional analysis on the soil extract from Site B using the established wet chemistry…
Analyze chemical substances
+Run a full compositional analysis on the soil extract from Site B using the established wet chemistry workflow, flag concentrations above regulatory thresholds, attach raw instrument runs and chain-of-custody, and draft the methods section for the lab report by Thursday noon.
The tools that do the workMicrosoft ExcelESCOjob descriptionsO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Conduct quality control tests.
+Perform calibration verification and replicate analyses for the water matrix from AQ-12, record acceptance…
Conduct quality control tests.
+Perform calibration verification and replicate analyses for the water matrix from AQ-12, record acceptance criteria and any deviations, quarantine suspect batches, and generate a QC summary table and corrective action note for the supervisor by end of shift.
The tools that do the workMicrosoft ExcelESCOjob descriptionsO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Develop new products and compounds
+Design and prioritise three bench-scale formulations for a biodegradable dispersant, outline synthesis steps,…
Develop new products and compounds
+Design and prioritise three bench-scale formulations for a biodegradable dispersant, outline synthesis steps, hazard controls, required analytical assays, and a pilot testing schedule with resource estimates for review next Monday.
The tools that do the workMicrosoft WordMicrosoft Exceljob descriptionsO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Move1
Oversee laboratory technicians
+Schedule weekly shift assignments and competency checks for the five lab technicians, include training on the…
Oversee laboratory technicians
+Schedule weekly shift assignments and competency checks for the five lab technicians, include training on the new sample prep protocol, list who covers on-call duties, and circulate the rota plus competency checklist by Friday.
The tools that do the workMicrosoft WordMicrosoft 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 work16
Ensure compliance with safety and regulatory standards
+Confirm the lab's reagent inventory and SOPs are current, audit the fume hood logs and PPE records, run the…
Ensure compliance with safety and regulatory standards
+Confirm the lab's reagent inventory and SOPs are current, audit the fume hood logs and PPE records, run the required compliance checklist against the latest regulatory thresholds, and prepare the signed compliance summary for the safety officer by Friday.
The tools that do the workMicrosoft ExcelMicrosoft Wordjob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Study the composition of matter and its properties
+Collect representative soil and water samples from Sites A and B, run the planned assays to determine…
Study the composition of matter and its properties
+Collect representative soil and water samples from Sites A and B, run the planned assays to determine elemental and molecular composition, compare results to historical baselines, and write the methods and findings section for the lab report due Monday.
The tools that do the workMicrosoft WordMicrosoft ExcelWikipedia
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Describe properties in terms of quantities
+Measure concentrations and physical properties for the latest batch of river samples, convert instrument…
Describe properties in terms of quantities
+Measure concentrations and physical properties for the latest batch of river samples, convert instrument outputs into standardized quantities with units, populate the results table with uncertainty estimates, and flag any values outside regulatory limits for the project manager.
The tools that do the workMicrosoft ExcelWikipedia
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Create new artificial substances and useful processes
+Design and run bench trials to synthesise the polymer coating, record reaction conditions and yields, iterate…
Create new artificial substances and useful processes
+Design and run bench trials to synthesise the polymer coating, record reaction conditions and yields, iterate solvent and catalyst choices to improve stability, and prepare the lab notebook entry and preliminary process notes for scale-up review.
The tools that do the workMicrosoft WordMicrosoft ExcelWikipedia
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Specialize in subdisciplines of chemistry
+Choose a subdiscipline focus, compile the key literature and standard methods for trace metal speciation,…
Specialize in subdisciplines of chemistry
+Choose a subdiscipline focus, compile the key literature and standard methods for trace metal speciation, draft a one-page research plan with required equipment and safety mitigations, and circulate it to Dr. Lopez and the lab director by Wednesday.
The tools that do the workMicrosoft WordWikipedia
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Apply knowledge to develop new materials and processes
+Translate the new reaction sequence into a stepwise lab procedure, run small-scale validation tests to…
Apply knowledge to develop new materials and processes
+Translate the new reaction sequence into a stepwise lab procedure, run small-scale validation tests to confirm yields and hazards, record safety controls and waste handling, and produce a short procedure sheet for technicians to follow next Tuesday.
The tools that do the workMicrosoft WordMicrosoft ExcelWikipedia
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Conduct research and experiments
+Design and run the incubation and extraction experiments from the draft protocol, log reagent batches and…
Conduct research and experiments
+Design and run the incubation and extraction experiments from the draft protocol, log reagent batches and safety checks, record raw observations and instrument settings, then compile a methods section and preliminary results for the lab meeting on Thursday.
The tools that do the workMicrosoft ExcelMicrosoft Wordjob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Prepare and mix compounds in labs
+Prepare and weigh the reagent stocks, follow the SOP safety checklist for fumehood use and waste segregation,…
Prepare and mix compounds in labs
+Prepare and weigh the reagent stocks, follow the SOP safety checklist for fumehood use and waste segregation, mix the compound series at the specified concentrations, label each sample vial, and submit the batch safety and traceability log by end of shift.
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?
Collaborate with engineers and scientists
+Draft a one‑page brief for the cross‑discipline meeting that summarises objectives, experimental constraints,…
Collaborate with engineers and scientists
+Draft a one‑page brief for the cross‑discipline meeting that summarises objectives, experimental constraints, expected outputs, and specific asks for Marcus in process engineering and Dr. Lee in ecotoxicology, attach recent chromatograms and the three key protocols.
The tools that do the workMicrosoft WordMicrosoft Exceljob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Use computational modeling and simulation tools
+Set up the environmental fate model using the latest field concentrations, define boundary conditions and…
Use computational modeling and simulation tools
+Set up the environmental fate model using the latest field concentrations, define boundary conditions and reaction rates from our kinetics table, run the sensitivity analysis, then export the concentration time series and a short interpretation for the modelling group.
The tools that do the workC++job descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Identify substances for safety and pollution control
+Screen the unknowns from the stormwater sample using the mass spectra, match likely candidates against the…
Identify substances for safety and pollution control
+Screen the unknowns from the stormwater sample using the mass spectra, match likely candidates against the reference list, prioritise toxicants for targeted quantitation, and produce a safety advisory with control recommendations for site operations by 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?
Test and analyze evidence in forensic cases
+Process the seized soil and residue samples following chain‑of‑custody, run the agreed qualitative screens,…
Test and analyze evidence in forensic cases
+Process the seized soil and residue samples following chain‑of‑custody, run the agreed qualitative screens, quantify hits against calibration curves, sign the forensic report and forward full data and instrument logs to Detective Alvarez within 48 hours.
The tools that do the workMicrosoft WordMicrosoft Exceljob descriptions
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Translate the research results into industrial production processes
+Turn the lab-scale reaction notes and yield tables from my notebooks into a stepwise production recipe with…
Translate the research results into industrial production processes
+Turn the lab-scale reaction notes and yield tables from my notebooks into a stepwise production recipe with reagent grades, target concentrations, temperatures, expected throughput per hour, and the first-pass hazard controls so process engineering can cost the pilot run by Friday.
The tools that do the workMicrosoft WordMicrosoft ExcelESCO
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Test the environmental impact of the manufactured products
+Design and run the environmental testing plan for the new plasticizer: list sample points, detection limits,…
Test the environmental impact of the manufactured products
+Design and run the environmental testing plan for the new plasticizer: list sample points, detection limits, required QA/QC, sample prep steps, chain-of-custody, and produce a results summary with statistical significance and recommended mitigations to send to regulatory affairs within ten working days.
The tools that do the workMicrosoft ExcelMicrosoft WordESCO
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Translate formulae into processes
+Convert the formulation equations and lab bench logs into an operational process sheet showing batch sizes,…
Translate formulae into processes
+Convert the formulation equations and lab bench logs into an operational process sheet showing batch sizes, stoichiometry per batch, solvent recovery steps, critical control points, and a materials list with acceptable substitutes so pilot operators can run a credible trial next week.
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Apply safety procedures in laboratory
+Compile a laboratory safety procedure packet for this synthesis: required PPE, inhalation and spill controls,…
Apply safety procedures in laboratory
+Compile a laboratory safety procedure packet for this synthesis: required PPE, inhalation and spill controls, maximum allowable quantities, emergency steps, waste segregation, and the training checklist for technicians so the pilot can open on Monday with documented sign-off.
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