Biotechnologist

Biotechnologist handles the described job steps and this page stores 21 real tasks for learning. Each entry explains typical timing, collaborators, and common trade-offs. Each one shows where we found it, and comes with an AI prompt you can copy and use straight away.

21evidenced tasks
21ready prompts
1tools of the trade
19-1029.00O*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.

Keeping the record1

Collect DNA samples

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Compile a chain‑of‑custody plan for collecting buccal swabs from the cohort at Clinic 3, list exact…
Compile a chain‑of‑custody plan for collecting buccal swabs from the cohort at Clinic 3, list exact collection kits and storage conditions, log sample metadata into the central sequence database, and schedule courier pickups for Friday morning.
The tools that do the workbioinformatics databasesESCOjob descriptions
Analysing1

Gather and analyse biological data

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Assemble the raw read files and sample metadata for the recent mouse study, run QC filters to flag…
Assemble the raw read files and sample metadata for the recent mouse study, run QC filters to flag low‑coverage samples, generate summary tables of read depth and variant counts, and produce a slide with key charts for Wednesday's data review.
The tools that do the workbioinformatics databasesESCOjob descriptions
Convincing1

Develop and test hypotheses

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Design three testable hypotheses linking gene X expression to metabolite Y, specify the datasets and…
Design three testable hypotheses linking gene X expression to metabolite Y, specify the datasets and statistical tests needed, draft the analysis scripts to pull the relevant records from the central repository, and set milestones for lab validation starting next month.
The tools that do the workbioinformatics databasesESCOjob descriptions
Move1

Collaborate with other scientists

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Prepare a joint agenda and shared dataset extract for the cross‑lab meeting, invite Dr. Chen and Dr. Morales,…
Prepare a joint agenda and shared dataset extract for the cross‑lab meeting, invite Dr. Chen and Dr. Morales, assign data cleaning tasks, and upload the harmonised table so everyone can run the same downstream analyses before Friday's call.
The tools that do the workbioinformatics databasesESCOjob descriptions
The daily work17

Write reports and scholarly papers

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Draft the methods, results and discussion sections of the journal manuscript on CRISPR knockdown in…
Draft the methods, results and discussion sections of the journal manuscript on CRISPR knockdown in hepatocytes, insert the analyzed gene expression tables and figures, run statistics checks, and assemble a submission-ready manuscript with author list and cover letter for Dr. Morales by next Wednesday.
The tools that do the workbioinformatics databasesjob descriptions

Perform field research in natural habitats

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Write a field research report describing the three-week sampling campaign in Sardinia, include GPS-tagged…
Write a field research report describing the three-week sampling campaign in Sardinia, include GPS-tagged specimen lists, environmental metadata, preliminary sequence hits, and an equipment failure note for the PI and the permitting authority by Monday.
The tools that do the workbioinformatics databasesjob descriptions

Track and monitor animal behavior

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Compile the last six months of telemetry and camera-trap observations for the fox study, score behavioral…
Compile the last six months of telemetry and camera-trap observations for the fox study, score behavioral events, produce an ethogram, run occupancy and activity analyses, and send the summarized report with plots to the conservation team on Friday.
The tools that do the workbioinformatics databasesjob descriptions

Dissect carcasses and specimens

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Prepare the pathology report from yesterday's dissections: list specimen IDs, gross findings, tissue blocks…
Prepare the pathology report from yesterday's dissections: list specimen IDs, gross findings, tissue blocks taken, downstream assays required, and upload the high-resolution photos and preliminary notes for the pathology lead before leaving the lab today.
The tools that do the workbioinformatics databasesjob descriptions

Assess soil, water, and environmental samples

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Analyze the soil and water sample results from the watershed survey, flag contaminant concentrations above…
Analyze the soil and water sample results from the watershed survey, flag contaminant concentrations above thresholds, attach QC logs and calibration curves, and send the interpreted results and sampling map to the environmental regulator by close of business Friday.
The tools that do the workbioinformatics databasesjob descriptions

Design and carry out breeding studies

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Draft the breeding study protocol for the next four-month colony experiment: state mating pairs, genotype…
Draft the breeding study protocol for the next four-month colony experiment: state mating pairs, genotype screening schedule, phenotyping assays, statistical power calculations, and submit the protocol to the animal ethics committee by next Tuesday.
The tools that do the workbioinformatics databasesjob descriptions

Study disease progression in tissues

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Compare gene expression and histology time-series from lung biopsy samples to map stages of the disease, flag…
Compare gene expression and histology time-series from lung biopsy samples to map stages of the disease, flag inconsistent samples, compute progression scores per patient, and produce a clear table and figure set for the lab meeting on Thursday.
The tools that do the workbioinformatics databasesjob descriptions

Research effects of drugs and chemicals

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Assemble dose-response datasets and assay readouts for the candidate compounds, normalise across runs, run…
Assemble dose-response datasets and assay readouts for the candidate compounds, normalise across runs, run differential effect analyses with controls, flag cytotoxic profiles, and deliver a ranked effects table and brief for the chemist by Wednesday morning.
The tools that do the workbioinformatics databasesjob descriptions

Develop new crop varieties

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Integrate genotype, phenotype and field trial performance data across breeding lines, identify loci…
Integrate genotype, phenotype and field trial performance data across breeding lines, identify loci associated with drought tolerance, produce marker lists and selection recommendations, and export the candidate seeds list for next season by end of month.
The tools that do the workbioinformatics databasesjob descriptions

Monitor pollution and radioactivity levels

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Collect sensor logs and sample assay results for air and soil around the plant, trend radioactivity and…
Collect sensor logs and sample assay results for air and soil around the plant, trend radioactivity and contaminant measures over the last quarter, flag exceedances, and prepare an incident brief and recommended monitoring plan for Friday.
The tools that do the workbioinformatics databasesjob descriptions

Present findings at conferences

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Draft a conference presentation that summarises methods, key datasets and three headline results from the…
Draft a conference presentation that summarises methods, key datasets and three headline results from the project, prepare figure-ready plots and a two-page summary for reviewers, and email the slide deck to collaborators for comments by Monday.
The tools that do the workbioinformatics databasesjob descriptions

Evaluate environmental impact on organisms

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Compile species abundance, physiological stress markers and local pollutant data, run statistical comparisons…
Compile species abundance, physiological stress markers and local pollutant data, run statistical comparisons across impacted and control sites, produce an impact assessment with confidence levels, and hand the report to the environmental team lead next Tuesday.
The tools that do the workbioinformatics databasesjob descriptions

Report on their findings

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Write a concise report summarising experimental results from the transcriptomics run: state the hypothesis,…
Write a concise report summarising experimental results from the transcriptomics run: state the hypothesis, list methods and key QC metrics, show differential expression hits with fold change and p value thresholds, note caveats and next steps for Friday meeting.
The tools that do the workbioinformatics databasesESCO

Discover data patterns

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Scan the merged datasets to surface recurring gene expression clusters and correlate them with sample…
Scan the merged datasets to surface recurring gene expression clusters and correlate them with sample metadata, highlight three nonobvious patterns with supporting plots and statistical strength, and flag which deserve experimental validation.
The tools that do the workbioinformatics databasesESCO

Perform data analysis

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Run the analysis pipeline to compute normalized counts, perform differential testing between treated and…
Run the analysis pipeline to compute normalized counts, perform differential testing between treated and control groups, produce volcano and PCA plots, attach the code and parameters used, and summarise top hits with effect sizes for lab notes.
The tools that do the workbioinformatics databasesESCOsee the evidence ↗

Use databases

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Query the central dataset for samples by project and date, verify metadata completeness, export cleaned…
Query the central dataset for samples by project and date, verify metadata completeness, export cleaned tables with standardized identifiers and lineage, and record the exact queries and user who approved the export.
The tools that do the workbioinformatics databasesESCOsee the evidence ↗

Bioinformatics databases

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Add the latest sequencing run metadata, sample QC flags, and analysis notes to the bioinformatics databases,…
Add the latest sequencing run metadata, sample QC flags, and analysis notes to the bioinformatics databases, tagging project HumanGut_2026, noting contamination in sample HGT_12, and notify Emma by end of day if entries are incomplete.
The tools that do the workbioinformatics databasesO*NET

Says who?

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The logs, files & records this job keeps

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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.

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