Experimentation Scientist

Experimentation Scientist completes 26 task examples that represent typical assignments and expected outcomes. The entries show how to prioritize, what to document and common pitfalls. Each one shows where we found it, and comes with an AI prompt you can copy and use straight away.

26evidenced tasks
26ready prompts
11tools of the trade
19-1029.04O*NET-SOC code
55,850hold this job (US, BLS 2025)
$98,920median pay/yr (US)
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What it pays

Government survey numbers — not estimates, not ads.

Half of all Biological Scientists, All Other in the U.S. earn more than $98,920 a year — the middle 80% land between $60,430 and $168,010. About 55,850 people in the U.S. do this work. Figures are for the U.S. occupation group “Biological Scientists, 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).
$98,920typical pay / year
55,850people in this work
$168,010+top 10% earn
₹4.6 lakha year in India (family avg)
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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.

Analysing4

Perform tests and experiments

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Run the planned assay series on the bacterial cultures today, record reagent lot numbers and instrument…
Run the planned assay series on the bacterial cultures today, record reagent lot numbers and instrument settings, run blanks and controls, flag any anomalies, and save the verified raw data and brief method notes to the shared experiment folder by 17:00.
The tools that do the workLinuxESCOjob descriptionsWikipedia

Observe organism behaviors and habitats

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Spend the morning at Pond 4 observing frog activity across the shoreline transect, note microhabitats, start…
Spend the morning at Pond 4 observing frog activity across the shoreline transect, note microhabitats, start timed focal follows for three individuals, photograph behaviors with scale, and upload annotated field notes and GPS-tagged photos before I leave site at 15:30.
The tools that do the workESRI ArcGISjob descriptionsO*NET

Collect samples and measurements

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Collect ten soil cores along the east transect at 5 m intervals, label tubes with sample ID and depth,…
Collect ten soil cores along the east transect at 5 m intervals, label tubes with sample ID and depth, measure temperature and moisture at each point, spin aliquots for DNA and metabolite extraction, and log all sample metadata into the central project spreadsheet before leaving the field.
The tools that do the workMicrosoft Exceljob descriptionsO*NET

Conduct research in biology

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Design the next set of experiments testing enzyme activity under three pH conditions, write the stepwise…
Design the next set of experiments testing enzyme activity under three pH conditions, write the stepwise protocol with controls and expected outcomes, order needed reagents by Thursday, and schedule bench time next week so assays start Monday morning.
The tools that do the workOracle Javajob descriptionsWikipedia
Keeping the record1

Prepare research reports and presentations

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Draft the research update summarising last quarter's growth curves and assay reproducibility, include two…
Draft the research update summarising last quarter's growth curves and assay reproducibility, include two figures of mean ± SD, a one-page methods appendix, and prepare a ten-slide summary for Tuesday's lab meeting so we can approve it before circulation to collaborators.
The tools that do the workMicrosoft PowerPointMicrosoft Wordjob descriptionsO*NET
The daily work21

Measure salinity, acidity, light, oxygen content, and other physical conditions of water to determine their relationship to aquatic life.

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Collect water at the four monitoring points on the north pier today, measure salinity, pH, light intensity,…
Collect water at the four monitoring points on the north pier today, measure salinity, pH, light intensity, dissolved oxygen and temperature on site, log instrument IDs and calibration checks, then summarize correlations with observed invertebrate abundance.
The tools that do the workLinuxO*NET

Develop pest management and control measures, and conduct risk assessments related to pest exclusion, using scientific methods.

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Design and run exclusion trials this week using three trap types around the storage shed, record pest counts,…
Design and run exclusion trials this week using three trap types around the storage shed, record pest counts, environmental conditions and non-target captures, then write a quantified risk assessment with recommended control actions for the facilities manager.
The tools that do the workMicrosoft WordMicrosoft ExcelO*NET

Analyze research data

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Compile the last six months of lab and field measurements, clean and code the variables, run exploratory…
Compile the last six months of lab and field measurements, clean and code the variables, run exploratory stats and regression models to test hypotheses, and produce a one-page results table with key effect sizes and p-values.
The tools that do the workIBM SPSS Statisticsjob descriptions

Maintain detailed records of observations

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Enter today's observation notes into the central project log, transcribe measured values and specimen IDs,…
Enter today's observation notes into the central project log, transcribe measured values and specimen IDs, attach photo filenames, flag any anomalous readings for follow-up, and produce a weekly summarized observation sheet for the PI.
The tools that do the workMicrosoft Accessjob descriptions

Tag and track animal movements

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Affix GPS-enabled tags to the five adult trout, record tag IDs, capture location and condition, program the…
Affix GPS-enabled tags to the five adult trout, record tag IDs, capture location and condition, program the receivers for hourly fixes, and upload the movement records to the team database for home-range analysis.
The tools that do the workESRI ArcGISjob descriptions

Investigate environmental impacts of species

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Survey the riparian zone for the invasive shrub next Monday, quantify cover and associated native species…
Survey the riparian zone for the invasive shrub next Monday, quantify cover and associated native species responses, compare to baseline transects, then write an impact summary with mitigation priorities for the conservation director.
The tools that do the workMicrosoft Exceljob descriptions

Program and use computers to store, process, and analyze data.

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Ingest the latest assay output files, standardise column names and units, run the quality filters we use for…
Ingest the latest assay output files, standardise column names and units, run the quality filters we use for plate reads, calculate means and standard errors by treatment group, then save the cleaned dataset and analysis script with version note March 18.
The tools that do the workMicrosoft ExcelPerlO*NET

Supervise biological technicians and technologists and other scientists.

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Schedule the weekly bench review, compile last month’s assay failure log and training records for Priya and…
Schedule the weekly bench review, compile last month’s assay failure log and training records for Priya and Mateo, draft the talking points on protocol deviations and staffing gaps, and send the agenda to the team with a request for updates by Tuesday.
The tools that do the workMicrosoft OfficeO*NET

Write grant proposals to obtain funding for biological research.

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Draft a 3‑page research summary focused on our preliminary CRISPR off‑target data, list specific aims, budget…
Draft a 3‑page research summary focused on our preliminary CRISPR off‑target data, list specific aims, budget for reagents and personnel for twelve months, attach preliminary figures and a Gantt showing milestones, and prepare it for internal review before Friday.
The tools that do the workMicrosoft WordMicrosoft ExcelO*NET

Prepare requests for proposals or statements of work.

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Assemble a clear statement of work describing assay deliverables, acceptance criteria, timelines and…
Assemble a clear statement of work describing assay deliverables, acceptance criteria, timelines and reporting cadence for the protein stability screen, include required lab certifications and liability clauses, and circulate it to procurement and the legal lead for comments by Wednesday.
The tools that do the workMicrosoft WordO*NET

Represent employer in a technical capacity at conferences.

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Prepare a 12‑minute talk summarising methods, key results, and biological implications of the mitochondrial…
Prepare a 12‑minute talk summarising methods, key results, and biological implications of the mitochondrial stress project, build three slides: background, results with one clear figure, and next steps, and send the slide PDF to Clara for her conference registration packet.
The tools that do the workMicrosoft PowerPointO*NET

Prepare plans for management of renewable resources.

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Draft a draft management plan that maps harvesting and restoration actions to ecological indicators, define…
Draft a draft management plan that maps harvesting and restoration actions to ecological indicators, define monitoring frequency, responsible staff and a 5‑year budget, then circulate to the conservation manager and the regional ecologist for signoff.
The tools that do the workMicrosoft ExcelMicrosoft WordO*NET

Use laboratory equipment to develop or improve chemical-based products

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Run the new synthesis protocol on bench 3 using the high-shear reactor to make 2 liters of the surfactant…
Run the new synthesis protocol on bench 3 using the high-shear reactor to make 2 liters of the surfactant blend at 5% active, record reaction time, temperature and pH every five minutes, and flag any off-spec batches to R&D by end of day Friday.
The tools that do the workLinuxESCO

Compile reports

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Write the monthly formulation report summarising three trial runs, include yield, stability observations, QC…
Write the monthly formulation report summarising three trial runs, include yield, stability observations, QC assay results and deviation notes, attach chromatograms and raw measurement tables, and send the draft to Priya in formulation and Mark in QA by Tuesday morning.
The tools that do the workMicrosoft WordMicrosoft ExcelESCO

Maintain laboratory stock

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Audit reagent and consumable levels on the prep bench, order missing solvents and standards to bring ethanol,…
Audit reagent and consumable levels on the prep bench, order missing solvents and standards to bring ethanol, buffer salts and HPLC columns back to two weeks' stock, update the inventory sheet and notify procurement by Wednesday noon.
The tools that do the workMicrosoft ExcelESCO

Operate scientific equipment

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Run the cell counter, calibrate the pipette set, and log temperature and run IDs while processing sample…
Run the cell counter, calibrate the pipette set, and log temperature and run IDs while processing sample batch 47 on the incubator; flag any readings outside protocol and stop the run if contamination appears.
The tools that do the workLinuxjob descriptions

Study life on Earth, including cells and organisms

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Collect tissue biopsies from patient cohort A, prepare slides, perform the staining series, record microscope…
Collect tissue biopsies from patient cohort A, prepare slides, perform the staining series, record microscope fields and cell counts, and write the raw observations into the experiment notebook for tomorrow's analysis meeting.
The tools that do the workMicrosoft WordWikipedia

Specialize in a particular branch of biology

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Design and run the enzyme activity assay focused on metabolic pathway X, vary substrate concentration across…
Design and run the enzyme activity assay focused on metabolic pathway X, vary substrate concentration across five conditions, record kinetics, and save the results with reagent lot numbers for traceability.
The tools that do the workMicrosoft ExcelWikipedia

Advance knowledge about the natural world

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Set up the field sampling schedule, collect soil and leaf specimens, run the standard extractions in the lab,…
Set up the field sampling schedule, collect soil and leaf specimens, run the standard extractions in the lab, and compile the measurement dataset with metadata so we can test the hypothesis at Friday's group seminar.
The tools that do the workESRI ArcGISWikipedia

Develop applications such as in biotechnology

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Prototype the bacterial expression construct, transform the expression strain, verify insert by colony PCR,…
Prototype the bacterial expression construct, transform the expression strain, verify insert by colony PCR, and document growth curves and yield so the process can be handed to process development next week.
The tools that do the workC++Wikipedia

Work in various sectors like academia, nonprofits, industry, or government

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Coordinate the grant-funded project across university labs and the NGO partner: collect deliverables from…
Coordinate the grant-funded project across university labs and the NGO partner: collect deliverables from each site, harmonise protocols into a master SOP, and prepare the quarter report with the finance codes before Monday.
The tools that do the workMicrosoft OfficeWikipedia

Says who?

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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

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