What it pays
Government survey numbers — not estimates, not ads.
Half of all Statisticians in the U.S. earn more than $105,650 a year — the middle 80% land between $64,000 and $174,050. About 29,030 people in the U.S. do this work. Figures are for the U.S. occupation group “Statisticians”. (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).
$105,650typical pay / year
29,030people in this work
$174,050+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.
Analysing4
Analyze clinical data
+Clean and validate the week 12 locked clinical dataset, run prespecified efficacy and safety analyses with…
Analyze clinical data
+Clean and validate the week 12 locked clinical dataset, run prespecified efficacy and safety analyses with adjusted covariates, flag any protocol deviations or missingness patterns, and produce the analysis-ready tables and datasets for review by Friday noon.
The tools that do the workIBM SPSS Statisticsjob descriptionsO*NETWikipedia
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Interpret clinical trial data
+Review the interim efficacy outputs and safety listings, assess treatment effect sizes and confidence…
Interpret clinical trial data
+Review the interim efficacy outputs and safety listings, assess treatment effect sizes and confidence intervals against the DSMB stopping rules, write a succinct interpretation focused on clinical relevance and limitations, and circulate to the clinical lead and DSMB secretary by Wednesday.
The tools that do the workMicrosoft Exceljob descriptionsO*NETWikipedia
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Design experiments to collect biological data
+Define the experiment plan for the biomarker assay: specify sample size assumptions, randomisation strata,…
Design experiments to collect biological data
+Define the experiment plan for the biomarker assay: specify sample size assumptions, randomisation strata, primary endpoints, measurement schedule and QC rules, and deliver a one-page protocol appendix for the lab team before the assay run next Monday.
The tools that do the workMicrosoft ExcelO*NETWikipedia
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Design studies
+Draft the study design summary including objectives, endpoints, inclusion criteria, randomisation scheme,…
Design studies
+Draft the study design summary including objectives, endpoints, inclusion criteria, randomisation scheme, blinding approach and planned analyses, then prepare a two-page brief for the steering committee meeting on Thursday.
The tools that do the workMicrosoft Officejob descriptionsO*NET
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Keeping the record2
Write statistical reports
+Draft the statistical methods and results sections for the study report: describe population definitions,…
Write statistical reports
+Draft the statistical methods and results sections for the study report: describe population definitions, model specifications, sensitivity analyses, and then populate results with formatted tables and figures ready for inclusion in the CSR by next Tuesday.
The tools that do the workMicrosoft OfficeMicrosoft Exceljob descriptionsO*NET
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Write analysis reports
+Produce the full analysis report for the primary and secondary endpoints: assemble datasets, run the final…
Write analysis reports
+Produce the full analysis report for the primary and secondary endpoints: assemble datasets, run the final models, create labelled tables and annotated listings, write findings with limitations, and deliver a review copy to the clinical lead by end of day Friday.
The tools that do the workIBM SPSS StatisticsMicrosoft Officejob descriptionsO*NET
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The daily work14
Collect experimental and observational data
+Gather the latest experimental assay files from the lab server, the clinic's electronic case report forms,…
Collect experimental and observational data
+Gather the latest experimental assay files from the lab server, the clinic's electronic case report forms, and the epidemiology spreadsheets, reconcile subject IDs and timestamps, flag missing fields, and produce one cleaned dataset for analysis by Friday noon.
The tools that do the workMicrosoft ExcelGitO*NETWikipedia
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Assign work to biostatistical assistants or programmers.
+Divide the upcoming analysis into tasks: data cleaning, variable derivation, model fitting, and table/figure…
Assign work to biostatistical assistants or programmers.
+Divide the upcoming analysis into tasks: data cleaning, variable derivation, model fitting, and table/figure production; assign each task to a named assistant or programmer with due dates, deliverables and sample code snippets, and circulate the assignment by Monday.
The tools that do the workMicrosoft OfficeGitO*NETWikipedia
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Interpret analysis results
+Review the latest model outputs, list the primary effect estimates, confidence intervals and p values, note…
Interpret analysis results
+Review the latest model outputs, list the primary effect estimates, confidence intervals and p values, note any model convergence warnings or influential observations, and write a one-page interpretation focused on clinical relevance and limitations for the PI by Wednesday.
The tools that do the workIBM SPSS Statisticsjob descriptionsWikipedia
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Provide biostatistical consultation to clients or colleagues.
+Prepare a consult note for Dr. Morales that summarizes the appropriate statistical approach for her cohort…
Provide biostatistical consultation to clients or colleagues.
+Prepare a consult note for Dr. Morales that summarizes the appropriate statistical approach for her cohort study, outlines required sample size, potential confounders and recommended analysis steps, and schedule a one-hour follow-up to resolve protocol questions.
The tools that do the workMicrosoft OfficeO*NET
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Prepare articles for publication or presentation at professional conferences.
+Assemble the manuscript analysis package: cleaned datasets, analysis scripts, description of methods and main…
Prepare articles for publication or presentation at professional conferences.
+Assemble the manuscript analysis package: cleaned datasets, analysis scripts, description of methods and main tables/figures, then draft the results and methods sections targeted to the conference format and send the package to coauthors for feedback by next Tuesday.
The tools that do the workMicrosoft OfficeGitO*NET
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Write research proposals or grant applications for submission to external bodies.
+Draft the statistics section of the grant: define primary and secondary endpoints, sample size justification…
Write research proposals or grant applications for submission to external bodies.
+Draft the statistics section of the grant: define primary and secondary endpoints, sample size justification with power calculations, planned models and sensitivity analyses, timelines and personnel effort, then attach to the proposal and send to the PI for sign-off three days before the deadline.
The tools that do the workMicrosoft OfficeMicrosoft ExcelO*NET
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Collaborate with cross-functional teams
+Join the weekly protocol meeting with clinical, data management and regulatory leads, review the proposed…
Collaborate with cross-functional teams
+Join the weekly protocol meeting with clinical, data management and regulatory leads, review the proposed endpoints and analysis timelines, flag statistical dependencies and resource gaps, then produce a one-page risks-and-actions memo by Wednesday.
The tools that do the workMicrosoft PowerPointMicrosoft Officejob descriptions
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Develop calculation programs
+Convert the SAP table of derived variables into reproducible code modules, implement unit tests for each…
Develop calculation programs
+Convert the SAP table of derived variables into reproducible code modules, implement unit tests for each calculation, run them against the sample dataset, and commit the tested modules with clear change notes before the code freeze on Friday.
The tools that do the workGitIBM SPSS Statisticsjob descriptions
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Decide data to collect
+Review the protocol draft with the clinical team, propose the minimum set of variables needed to estimate…
Decide data to collect
+Review the protocol draft with the clinical team, propose the minimum set of variables needed to estimate primary and key secondary endpoints, list each variable’s collection frequency and justification, and submit the data collection recommendation to the protocol lead by Tuesday.
The tools that do the workMicrosoft Exceljob descriptions
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Answer scientific questions
+Take the hypothesis from the investigator, map it to estimands and statistical tests, outline the analysis…
Answer scientific questions
+Take the hypothesis from the investigator, map it to estimands and statistical tests, outline the analysis approach with assumptions and sensitivity checks, and circulate the analysis plan to the team for technical review within three working days.
The tools that do the workIBM SPSS StatisticsMicrosoft Officejob descriptions
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Disseminate research findings
+Prepare the manuscript results section and key tables with correct p-values, confidence intervals and…
Disseminate research findings
+Prepare the manuscript results section and key tables with correct p-values, confidence intervals and denominators, write clear figure captions, and send the complete package to the lead author and medical writer for review by Friday noon.
The tools that do the workIBM SPSS StatisticsMicrosoft Wordjob descriptions
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Ensure statistical integrity of trials
+Audit the analysis datasets and code for the main trial, verify derivations match the SAP, run…
Ensure statistical integrity of trials
+Audit the analysis datasets and code for the main trial, verify derivations match the SAP, run reproducibility checks for primary endpoints, document discrepancies with impact assessment, and deliver the audit report to the QA lead within five days.
The tools that do the workGitMicrosoft Exceljob descriptions
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Explain statistical findings in biological research
+Write a one-page plain-English summary of the study results for the lab director and the funding agency:…
Explain statistical findings in biological research
+Write a one-page plain-English summary of the study results for the lab director and the funding agency: state the primary outcome, the estimated effect size with 95% confidence interval, the p-values for key comparisons, the clinical or biological significance, limitations from sample size and missing data, and two concrete next-steps for follow-up analysis or validation within two weeks.
The tools that do the workIBM SPSS StatisticsWikipedia
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Design study protocols
+Draft the draft protocol section for sample size, endpoints, randomisation, inclusion and exclusion criteria,…
Design study protocols
+Draft the draft protocol section for sample size, endpoints, randomisation, inclusion and exclusion criteria, primary and secondary analysis plans, and interim analysis rules so the PI and ethics committee can review — include justification for effect size and contingency for 10% dropout.
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Built on public evidence: O*NET®, ESCO, Wikipedia, U.S. Bureau of Labor Statistics, ILOSTAT. All sources & licenses