Occupation
Statistician
Statisticians design studies and analyses so that the conclusions drawn from data are actually supported by it. Applied roles sit across medicine, government, agriculture, and industry, and much of the value is in the planning stage rather than the final analysis. A recurring part of the job is explaining uncertainty to people who would prefer a single number.
Also known as: Applied statistician · Biostatistician · Statistical analyst
Occupation content
Part of Natural sciences and research
What the work involves
- Advise on study or survey design, sampling, and what the data can support
- Prepare analysis plans before results are seen, and follow them
- Clean, validate, and reconcile datasets from multiple sources
- Fit and check statistical models, testing assumptions rather than assuming them
- Write up methods and results so non-specialists can act on them correctly
- Document code and analyses so another analyst can reproduce the output
How people commonly enter
- A degree in statistics, mathematics, or another quantitative discipline
- Postgraduate study in statistics or biostatistics, common in medical and research settings
- Analyst roles entered from adjacent quantitative work, with statistical training added
- Government statistical service or employer graduate schemes with structured training
Typical training: Bachelor's degree
Licensing: Not typically licensed
Typical work context
Desk based · Quiet focus · Remote capable · Team based · Hybrid office
Related interests
Investigative (analytical) · Conventional (organizing)
Related aptitude preparation
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Skills to practise
Practice suites
Related learning
Family-level learning links for Natural sciences and research.
Official sources
Labour-market facts such as pay and employment projections are not reproduced here. Open an official source below for figures, with its own geography and reference period.
- O*NET OnLine — occupation search: statistician · International
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- US Bureau of Labor Statistics — Occupational Outlook Handbook: Mathematicians and statisticians · United States
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- ESCO — occupations classification browser · European Union
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Labour-market context (not part of exploration match)
This is broad family-level context for Natural sciences and research in Canada, not a figure for Statistician. It does not affect matching scores and is not an eligibility determination.
This is a broad Natural sciences and research family. Explore the official profile for the chosen occupation; entry education and training can differ within the family.
Canada Job Bank Career Planning · Canada · Current official profile; consult source for its release period
Natural sciences and research: education pathways
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Canada Job Bank Career Planning · Canada · Current official profile; consult source for its release period
Natural sciences and research: licensing
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