Design the study, run the numbers, and say honestly how sure you are. One of the best paid math jobs that is not finance.
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Pay, the path, pros and cons and the facts on one printable page. Good for a wall or a guidance counsellor.
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What you earn and what it costs to get there.
Median
$105,650
First job
$64,000
Top tenth
$174,050
The national median is $105,650 a year, and the bottom tenth start near $64,000. Statisticians have their own line in the federal wage survey, so this is a clean match to the job title rather than a wider group. Drug companies and tech firms pay at the top, universities and state agencies near the bottom.
$75,000 to $100,000
First statistician job in industry
A bachelor's degree alone usually starts you as a data analyst or research assistant for less. The master's degree is what most employers mean when they write statistician in a job ad.
$130,000 to $174,000 and up
Senior biostatistician at a pharmaceutical company
Biostatisticians design and analyse clinical trials, and a mistake there can cost a company a drug. That responsibility is what the money is for.
Tuition, fees, exams and kit. Not rent, food or travel
The low end is two years at a community college at about $4,000 a year in-state, transferring to an in-state public university for the last two at $11,000 to $14,000 a year. That gets you into analyst work. The high end is four years of in-state public tuition plus the master's degree most statistician job titles expect, roughly $25,000 to $70,000 in total over one to two years. A doctorate is the odd one out: funded statistics students pay no tuition and receive a modest stipend to teach or do research, so the debt in this career almost always comes from the undergraduate years.
The doctorate is the odd one out: funded statistics PhD students pay no tuition and get a modest salary, so the debt usually comes from the undergraduate years.
Pharmaceutical and medical device companies
Clinical trials. The highest pay, and the strictest rules.
The federal government
The Census Bureau, the Bureau of Labor Statistics and health agencies all hire statisticians. Jobs are posted on USAJOBS (the official federal hiring site).
Universities and research hospitals
Lower pay, more freedom, often a path to teaching.
Tech and insurance companies
Experiments, forecasting and risk models, often under the title data scientist.
The exact path from high school to qualified.
A degree job. Most working statisticians have a master's degree, and the subject is taught well at public universities.
High school
Grades 11 and 12
Take the hardest math available, right through calculus, plus a statistics class if your school offers one. Learn a bit of programming.
Bachelor's degree
4 years
Statistics, mathematics, economics or a science with a heavy quantitative load. Calculus, linear algebra and probability are the core.
Get your hands on real data
Summers
A summer research position, a campus job cleaning survey data, or an internship at an agency or a company. This is what separates applicants.
Master's degree in statistics or biostatistics
1 to 2 years
One to two years. This is the usual entry ticket for the job title statistician.
Or a PhD
4 to 6 years
Four to six funded years. Needed for university research, methods development and the most senior industry roles.
Calculus
The single most important course. Statistics is built on it.
Statistics or AP (Advanced Placement) Statistics
A real head start, and it tells you early whether you like this.
Computer science
You will write code every day, usually in R or Python.
English
Half the job is explaining an uncertain answer to somebody who wanted a certain one.
There is no state license and no exam you must pass to call yourself a statistician. The American Statistical Association runs a voluntary accreditation program, and members who complete it may use the PSTAT (Professional Statistician) mark. It is a nice signal and a few consulting contracts ask for it, but almost every job is won on your degree, your code and what you can show you have analysed.
Large public universities
Nearly every state flagship has a statistics department, and in-state tuition makes them the best value in the country.
University of California, Berkeley
One of the strongest statistics departments in the world, with undergraduate majors and a master's in statistics and data science.
Schools of public health
Biostatistics master's programs sit inside public health schools and feed straight into drug companies and hospitals.
Community college first
Finish calculus there at in-state prices, then transfer into a four year statistics major.
Things you don't need, but that help.
R and Python
The two languages statisticians actually work in. Learn both, deeply.
SQL (the language used to pull data out of databases)
Almost every real job starts with getting the data out of somewhere.
Clinical trial design
The specific rules that regulators expect. This is the skill that pays the most.
Causal inference
Working out whether something caused an outcome, not just moved with it. In demand at tech companies and in policy work.
A public portfolio
Two or three honest analyses with your code visible tell an employer more than a transcript.
A second subject
Biology, economics or psychology. Statisticians who understand the field they work in are worth more.
Writing practice
Reports and plots that a non-statistician can read are the whole output of the job.
A summer at a federal agency
Government internships are posted on USAJOBS (the official federal hiring site) and often convert to full jobs.
Plenty of statisticians take jobs titled data scientist or machine learning engineer, and the pay is usually higher. The trade-off is that data science roles move fast and care more about building things that work, while statistician roles care more about whether the answer is actually correct and defensible. You can move between the two for most of a career.
Day to day, pros and cons, where you'd work.
A meeting where somebody describes a question badly and you spend twenty minutes working out what they really want to know. Then hours of code: pulling data, cleaning it, checking whether it can even answer the question. Fitting a model, then trying hard to break your own result. Writing it up with plots, and a paragraph about what the analysis cannot tell you. That last paragraph is the part people respect you for.
The good
The hard parts
Things people don't tell you.
The Census Bureau employs statisticians year round, not just every ten years. Counting a country of hundreds of millions of people means estimating who was missed, and that estimate decides how congressional seats and federal money are shared out.
Before a new medicine can be approved in the United States, its clinical trial has to be designed and analysed to a statistical standard set in advance. The analysis plan is written and locked before anyone looks at the results, so nobody can go fishing for a good one.
The federal occupation profile marks statistician as a bright outlook career, meaning new openings are very likely and the work is expected to grow rapidly over the next few years.
The link between smoking and lung cancer was established from observational data, and some of the twentieth century's best statisticians argued bitterly about whether the numbers could prove cause. Working out what data can and cannot prove is still the heart of the job.
Last checked September 2026. Pay figures are typical full-time annual amounts in United States dollars, based on Bureau of Labor Statistics wage data and published pay scales. They vary by state, employer and experience. Tuition is for in-state students at public schools unless the card says otherwise.