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⚙️ STEM & Engineering

📉Statistics

Uncertainty made usable — design, inference and the ethics of claiming a pattern is real.

Also called: Statistical science · Applied statistics

Reviewed 2026-08-08·Media credits

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Statistics — illustrative Wikimedia lead image
Д.Ильин : vectorization · CC0
At a glance
Score intensity

Darker cells mean a higher score for this topic on that metric.

Score profile

Each bar is a 0-100 atlas score for this topic, not a timeline.

867088529044
Two axes
Academic rigorEmployabilityStatistics 86/88*Statistics
Route in
  1. 011
  2. 022
  3. 033
  4. 044
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18 min read

Last reviewed Sources & creditsMedia creditsMethodology

Quick facts

4 yearsTypical bachelor
STEM & EngineeringField
90Math intensity
88Employability*
44People-facing*
70Selectivity*

Statistics makes uncertainty usable — design, inference and the ethics of claiming a pattern is real. Software is a tool; the craft is deciding what the data can support.

Campus life is computing labs, consulting projects with other departments and seminar critique of analyses. Capstones often look like applied studies with reproducible code.

Careers span data science, biostatistics, economics-adjacent roles, government and research. Scores are relative among forty majors on this site.

The profile

867088529044
  • Academic rigor86
  • Selectivity70
  • Employability88
  • Creativity52
  • Math intensity90
  • People-facing44

Employability signal

88 / 100

Typical bachelor years: 4

Scores are relative across the forty majors on this site — not absolute rankings of universities.

Popularity & Demand →
86Academic rigor
70Selectivity
88Employability
52Creativity
90Math intensity
44People-facing

Industries this major feeds

Sectors where graduates and research from this field show up most often — plates from Wikimedia Commons.

Polling & survey

Polling & survey

Sampling under uncertainty.

Clinical trials

Clinical trials

Evidence for medicines.

Quality & Six Sigma

Quality & Six Sigma

Process variation at work.

ML evaluation

ML evaluation

Metrics that decide models.

People who shaped the field

Checkable figures whose work still frames how the discipline is taught and practised.

R. A. Fisher

R. A. Fisher

Modern statistics

1890–1962

Unknown author Unknown author · Public domain
Karl Pearson

Karl Pearson

Correlation

1857–1936

Unknown author Unknown author · Public domain
Florence Nightingale

Florence Nightingale

Statistical graphics

1820–1910

Henry Hering (1814-1893) · Public domain
John Tukey

John Tukey

EDA

1915–2000

Henry Hering (1814-1893) · Public domain

Full careers page →

Seven ways into this major

Compare with neighbours

Same-field head-to-heads built from the six score axes.

Frequently asked questions

What do you study in Statistics?
Probability — Probability trains the habits statistics depends on — not trivia for exams, but reusable technique for later studios, labs or clinics.
What does a Statistics career path look like?
Foundation years — 0–2 — Build vocabulary and habits; seek near-peer tutoring before gaps compound.
How should I prepare for Statistics?
Practise the entry craft — Problem sets, portfolios, essays or auditions that mirror first-year reality — not only entrance exams.
How long does a typical Statistics degree take?
Most bachelor pathways run about 4 years of full-time study, though professionally accredited or longer first degrees can exceed that, and some systems split into 3+2 Bologna structures.
Is Statistics mostly theoretical or practical?
Expect both. Foundations lean theoretical; later years push computing labs, consulting projects and seminar critiques. The balance depends on accreditation and department culture.
Do I need strong mathematics?
Math intensity on this site is scored 90/100 relative to other majors. That is a signal, not a gate — check the specific programme's calculus and statistics requirements.
How selective is entry?
Selectivity here is 70/100 relative to the other majors catalogued — a composite of typical grade barriers and competition, not a single exam cut-off.
What communities should I join?
Start with the departmental society, then look for national student chapters and one serious online forum where practitioners share primary sources rather than memes.

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Why labels are thematic — not a ranking of better majors.

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