Documentary Researcher

Documentary Researcher carries out routine checks, treatments, and communications through 20 compiled tasks that map the role. Use these to see the work rhythm, common problems, and straightforward solutions. Each one shows where we found it, and comes with an AI prompt you can copy and use straight away.

20evidenced tasks
20ready prompts
8tools of the trade
19-1042.00O*NET-SOC code
172,340hold this job (US, BLS 2025)
$103,410median pay/yr (US)
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What it pays

Government survey numbers — not estimates, not ads.

Half of all Medical Scientists, Except Epidemiologists in the U.S. earn more than $103,410 a year — the middle 80% land between $64,800 and $177,780. About 172,340 people in the U.S. do this work. Figures are for the U.S. occupation group “Medical Scientists, Except Epidemiologists”. (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).
$103,410typical pay / year
172,340people in this work
$177,780+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.

Learning3

Conduct research on human diseases

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Compile incidence and exposure data from clinical reports and public health bulletins, run descriptive…
Compile incidence and exposure data from clinical reports and public health bulletins, run descriptive summaries and chi-square comparisons across cohorts, draft a two-page methods-and-findings brief for Dr. Mehta and the epidemiology team by Friday.
The tools that do the workIBM SPSS StatisticsMicrosoft Exceljob descriptionsO*NET

Engage in clinical investigation activities

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Assemble case report forms, extract key variables for the protocol, tabulate adverse event frequencies,…
Assemble case report forms, extract key variables for the protocol, tabulate adverse event frequencies, prepare a one-page data quality note for the clinical lead and the trial coordinator before the monitoring visit next Wednesday.
The tools that do the workIBM SPSS StatisticsMicrosoft Exceljob descriptionsO*NET

Propose risk preventive measures to health policy organisms

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Review recent surveillance datasets and literature, identify top three modifiable risks, draft a concise…
Review recent surveillance datasets and literature, identify top three modifiable risks, draft a concise policy memo recommending preventive actions with estimated impact and data sources, and send it to the public health policy office and Dr. Santos by Monday noon.
The tools that do the workMicrosoft WordIBM SPSS StatisticsESCOO*NET
The daily work17

Follow strict safety procedures when handling toxic materials to avoid contamination.

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Follow the lab's safety checklist while handling the toxic samples: don nitrile gloves, double up with…
Follow the lab's safety checklist while handling the toxic samples: don nitrile gloves, double up with heavy-duty outer gloves, wear a respirator and splash goggles, place samples in secondary sealed containers, log chain of custody, and decontaminate the bench and tools before leaving.
The tools that do the workLinuxO*NET

Evaluate effects of drugs, gases, pesticides, parasites, and microorganisms at various levels.

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Design and run comparative exposure assessments to measure effects of listed agents at cellular, organ, and…
Design and run comparative exposure assessments to measure effects of listed agents at cellular, organ, and population levels, record dose–response observations, control confounders, and produce a summary of statistical trends and recommended safety limits.
The tools that do the workIBM SPSS StatisticsO*NET

Prepare and analyze organ, tissue, and cell samples to identify toxicity, bacteria, or microorganisms or to study cell structure.

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Prepare tissue and cell slides using sterile technique, run appropriate stains and cultures to detect…
Prepare tissue and cell slides using sterile technique, run appropriate stains and cultures to detect bacteria or toxins, capture microscopy images, and produce a brief lab report that links findings to possible toxic agents and recommended follow-up tests.
The tools that do the workMicrosoft ExcelO*NET

Write applications for research grants.

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Draft a competitive research grant application that states objectives, describes study design and biosafety…
Draft a competitive research grant application that states objectives, describes study design and biosafety measures, budgets personnel and equipment, cites preliminary data, and includes a timeline and measurable outcomes for review by Dr. Alvarez next Monday.
The tools that do the workMicrosoft WordMicrosoft ExcelO*NET

Standardize drug dosages, methods of immunization, and procedures for manufacture of drugs and medicinal compounds.

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Develop standardized dosing protocols and immunization procedures: specify concentrations, administration…
Develop standardized dosing protocols and immunization procedures: specify concentrations, administration routes, timing, sterility checks, adverse event criteria, and manufacturing QA steps so technicians can reproduce batches consistently and regulators can audit records.
The tools that do the workMicrosoft WordO*NET

Use equipment such as atomic absorption spectrometers, electron microscopes, flow cytometers, or chromatography systems.

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Operate and document runs on analytical equipment: list sample IDs, set instrument parameters, record…
Operate and document runs on analytical equipment: list sample IDs, set instrument parameters, record calibration and control results, capture output files and QC metrics, and file a concise methods-and-results note for the archive.
The tools that do the workPythonMicrosoft ExcelO*NET

Develop new ideas or techniques

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Pitch three documentary research methods that could reveal hidden disease-prevention gaps in urban clinics,…
Pitch three documentary research methods that could reveal hidden disease-prevention gaps in urban clinics, describe why each would work with available biometric records, estimate time and resource needs, and recommend which to pilot first.
The tools that do the workPythonjob descriptions

Identify problems and determine solutions

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List the top five operational problems blocking vaccination outreach at our partner clinics, show evidence…
List the top five operational problems blocking vaccination outreach at our partner clinics, show evidence from biometric attendance and lab log trends, propose two practical fixes for each problem with implementation steps and realistic timelines.
The tools that do the workMicrosoft Exceljob descriptions

Analyze system functions and predict future impacts

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Model how expanding a mobile screening unit will change infection detection rates over three years, outline…
Model how expanding a mobile screening unit will change infection detection rates over three years, outline assumptions from biometric and clinic-flow data, run sensitivity on staff levels and patient uptake, and forecast likely public-health impact.
The tools that do the workIBM SPSS Statisticsjob descriptions

Write reports for colleagues or clients

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Draft a concise report for the prevention team summarising our latest field study: objectives, biometric…
Draft a concise report for the prevention team summarising our latest field study: objectives, biometric sampling methods, key statistical findings, confidence limits, practical recommendations, and two appendices they can use in grant reports.
The tools that do the workMicrosoft Wordjob descriptions

Review and interpret research data

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Review the raw biometric and lab data from the last quarter, identify anomalies, compute prevalence and…
Review the raw biometric and lab data from the last quarter, identify anomalies, compute prevalence and incidence with confidence intervals, flag results needing follow-up, and write a one-page interpretation for the surveillance lead.
The tools that do the workSASjob descriptions

Design experiments or studies

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Design a pragmatic cohort study to test a new preventive protocol: state inclusion criteria using biometric…
Design a pragmatic cohort study to test a new preventive protocol: state inclusion criteria using biometric markers, sample size and power calculation, data collection workflow, and ethical safeguards so the field team can start approvals.
The tools that do the workMicrosoft ExcelPythonjob descriptions

Centre their research on origin and causes for illness eruption in humans

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Centre the research on the origin and causes of this human illness outbreak by compiling case histories,…
Centre the research on the origin and causes of this human illness outbreak by compiling case histories, exposure timelines, environmental samples and laboratory findings, then produce a written synthesis tying likely sources to observed symptoms and transmission pathways.
The tools that do the workPythonIBM SPSS StatisticsESCO

Determine the way in which diseases are spread out

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Determine how the disease is spreading by mapping onset dates, contact chains and mobility patterns,…
Determine how the disease is spreading by mapping onset dates, contact chains and mobility patterns, calculate secondary attack rates by setting, and produce a short report identifying the dominant transmission routes and key high-risk contexts.
The tools that do the workESRI ArcGISMicrosoft ExcelESCO

Preventive medicine

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Design and document a preventive medicine plan that prioritises vaccination strategy, targeted public…
Design and document a preventive medicine plan that prioritises vaccination strategy, targeted public guidance, and environmental controls, include required resources, measurable indicators, and a two-month timeline for implementation and evaluation.
The tools that do the workMicrosoft WordMicrosoft ExcelESCOsee the evidence ↗

Take disease prevention measures

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Implement disease prevention measures by listing immediate non-pharmaceutical interventions, a phased…
Implement disease prevention measures by listing immediate non-pharmaceutical interventions, a phased roll-out for community engagement, surveillance triggers for escalation, and responsibilities for public health teams and clinics.
The tools that do the workMicrosoft OfficeESCOsee the evidence ↗

Apply scientific methods

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Apply scientific methods to the investigation by defining testable hypotheses, specifying sample sizes and…
Apply scientific methods to the investigation by defining testable hypotheses, specifying sample sizes and control groups, choosing statistical tests, and creating a reproducible protocol for data collection and analysis.
The tools that do the workIBM SPSS StatisticsPythonESCOsee the evidence ↗

Says who?

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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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Built on public evidence: O*NET®, ESCO, Wikipedia, U.S. Bureau of Labor Statistics, ILOSTAT. All sources & licenses