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.
Analysing2
Analyze chemical substances
+Prepare and run chromatographic and spectroscopic analyses on the new batch, calculate purity and impurity…
Analyze chemical substances
+Prepare and run chromatographic and spectroscopic analyses on the new batch, calculate purity and impurity profiles, flag any out-of-spec peaks with safety notes, and attach the annotated analytical report for the process chemist by Tuesday 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.
+Execute the standard QC panel on the release sample set, document instrument conditions and deviations, enter…
Conduct quality control tests.
+Execute the standard QC panel on the release sample set, document instrument conditions and deviations, enter pass/fail results and measurement uncertainty, and notify production control immediately if any parameter fails specification.
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?
Make1
Develop new products and compounds
+Design the first experimental route for three novel intermediates, draft reaction conditions and safety…
Develop new products and compounds
+Design the first experimental route for three novel intermediates, draft reaction conditions and safety controls, order required reagents, and prepare a risk-assessed trial plan for the R&D review on Friday.
The tools that do the workMicrosoft Wordjob descriptionsO*NET
Pasted it? Good. When the reply comes back, push once: ask it to sharpen the weakest part. — Did this prompt help?
Fixing1
Oversee laboratory technicians
+Update the lab rota, assign morning shifts and critical assays to Priya and Daniel, list training gaps,…
Oversee laboratory technicians
+Update the lab rota, assign morning shifts and critical assays to Priya and Daniel, list training gaps, schedule two hands-on sessions this week, and circulate the revised duties and escalation contacts to the technicians by end of day.
The tools that do the workMicrosoft ExcelMicrosoft Wordjob 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
Conduct research and experiments
+Plan and run the next round of bench experiments to test the new API synthesis pathway, draft the stepwise…
Conduct research and experiments
+Plan and run the next round of bench experiments to test the new API synthesis pathway, draft the stepwise procedures, log reagents and safety checks, collect yield and purity data, and flag any off-spec runs by Friday noon.
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?
Prepare and mix compounds in labs
+Prepare and mix the 50‑litre batch of intermediate B per the scaled procedure, weigh and record all reagents,…
Prepare and mix compounds in labs
+Prepare and mix the 50‑litre batch of intermediate B per the scaled procedure, weigh and record all reagents, run in‑process pH and temperature checks every 15 minutes, quench and label samples for QC, and note any deviations in the lab log.
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?
Collaborate with engineers and scientists
+Set up a two‑hour meeting with process engineering, analytical chemists, and production lead to review the…
Collaborate with engineers and scientists
+Set up a two‑hour meeting with process engineering, analytical chemists, and production lead to review the pilot run results, circulate the run summary and raw chromatograms beforehand, agree on three action items to resolve the yield loss, and record assigned owners and deadlines.
The tools that do the workMicrosoft PowerPointMicrosoft 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
+Run computational simulations of the crystallisation step using the latest kinetics input, compare predicted…
Use computational modeling and simulation tools
+Run computational simulations of the crystallisation step using the latest kinetics input, compare predicted particle size distributions with last month’s lab data, iterate solubility parameters until model matches within 10 percent, and save the final simulation report.
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 suspected discharge samples to identify hazardous organic and inorganic species, run targeted…
Identify substances for safety and pollution control
+Screen the suspected discharge samples to identify hazardous organic and inorganic species, run targeted assays for chlorinated solvents and heavy metals, log concentrations against regulatory limits, and produce a short incident report with mitigation recommendations.
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 sample evidence from the case, perform qualitative and quantitative chemical analyses to…
Test and analyze evidence in forensic cases
+Process the seized sample evidence from the case, perform qualitative and quantitative chemical analyses to identify composition and impurities, document chain of custody steps, generate the analytical report for the forensic lead, and prepare samples for potential court presentation.
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?
Ensure compliance with safety and regulatory standards
+Update the batch safety dossier for the active pharmaceutical ingredient, confirm hazard classifications,…
Ensure compliance with safety and regulatory standards
+Update the batch safety dossier for the active pharmaceutical ingredient, confirm hazard classifications, list current control measures and monitoring limits, attach the latest MSDS and stability study, then route to EHS and Regulatory for sign-off by Friday.
The tools that do the workSAPjob 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
+Run targeted compositional analysis on the new extract, record solvent residuals, impurity profile and assay…
Study the composition of matter and its properties
+Run targeted compositional analysis on the new extract, record solvent residuals, impurity profile and assay results, compare to the reference standard, and prepare a methods summary and raw-data package for the analytical lead.
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?
Describe properties in terms of quantities
+Quantify the physical and chemical properties of the sample set, calculate melting point ranges, density, pH,…
Describe properties in terms of quantities
+Quantify the physical and chemical properties of the sample set, calculate melting point ranges, density, pH, and potency per gram, tabulate uncertainty and detection limits, then circulate the results to QC and production.
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 document a laboratory plan to synthesise two candidate analogues, include stepwise procedures,…
Create new artificial substances and useful processes
+Design and document a laboratory plan to synthesise two candidate analogues, include stepwise procedures, reagent lists, target yields and in-process checks, then schedule pilot runs with the lab manager next week.
The tools that do the workMicrosoft WordMicrosoft VisioWikipedia
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
+Prepare a literature-backed brief defining the subdiscipline focus, outline analytical techniques, required…
Specialize in subdisciplines of chemistry
+Prepare a literature-backed brief defining the subdiscipline focus, outline analytical techniques, required certifications, and training gaps for the team, then propose two project leads to head the specialization.
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
+Draft a development plan to translate the lab formulation into a scalable manufacturing process, list control…
Apply knowledge to develop new materials and processes
+Draft a development plan to translate the lab formulation into a scalable manufacturing process, list control points, target throughput, required equipment changes and validation experiments, then send to process engineering.
The tools that do the workSAPMicrosoft ExcelWikipedia
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
+Convert the lab-scale assay and yields from my notebook into a stepwise production protocol for 50 kg…
Translate the research results into industrial production processes
+Convert the lab-scale assay and yields from my notebook into a stepwise production protocol for 50 kg batches, include reagent grades, solvent volumes per batch, critical temperatures and hold times, control points for potency and impurity limits, and a hazard note for the quench step so the pilot plant can run a scale-up trial next Tuesday.
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?
Test the environmental impact of the manufactured products
+Design the environmental test plan for the finished API lot: list sampling points, analytical methods for…
Test the environmental impact of the manufactured products
+Design the environmental test plan for the finished API lot: list sampling points, analytical methods for degradation products, expected acceptance criteria, matrices for soil and water runoff tests, and a three-month monitoring schedule so EH&S can approve the release study before shipment on the 15th.
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?
Translate formulae into processes
+Turn the research formula into a validated manufacturing recipe: list step sequence, stoichiometry for 100…
Translate formulae into processes
+Turn the research formula into a validated manufacturing recipe: list step sequence, stoichiometry for 100 kg, solvent and catalyst charges, expected conversion and residue limits, in-process sampling points and analytical checks so the production team can run a validation batch next month.
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
+Write the lab safety checklist and mandatory controls for the route: specify required PPE, maximum allowed…
Apply safety procedures in laboratory
+Write the lab safety checklist and mandatory controls for the route: specify required PPE, maximum allowed reagent quantities per fume hood, ventilation checks, permitted solvents, emergency quench procedure, and required training signatures so the department can reopen the bench the following Monday.
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