What skills should a Statistician put on a resume?

O*NET rates Mathematics, Critical Thinking, Reading Comprehension, Active Listening, and Complex Problem Solving among the most important skills for this occupation. Name the ones that are genuinely yours and show where you used them. A resume that lists skills you do not have is weaker than one that lists fewer.

What software should a Statistician list?

Software recorded for this occupation includes Amazon Redshift, Angoss KnowledgeSEEKER, Apache Hadoop, Apache Pig, and Apache Spark. Applicant tracking systems match on the exact product name, so write the tool as the posting writes it rather than describing it in general terms.

What other job titles cover Statistician work?

O*NET records 35 titles for this occupation, including Database Analyst, Mathematical Statistician, Statistical Analyst, and Demographer. Searching only your own job title hides most of the openings you could apply to.

What qualifications does a Statistician need?

In O*NET's survey of people doing this job, 62% reported their level of education as "Master's Degree". That is what current postholders reported, not a requirement any single employer sets.

Will this resume pass an ATS for a Statistician role?

No tool outside an employer can tell you how that employer's system is configured, including ours. What you can control is that the resume parses cleanly, names the work in the words the posting uses, and does not claim anything you cannot back up.

Statistician resume example

A resume for a Statistician needs to show the work itself: develop or apply mathematical or statistical theory and methods to collect, organize, interpret, and summarize numerical data to provide usable information. Day to day that means work like this: analyze and interpret statistical data to identify significant differences in relationships among sources of information; evaluate the statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy. Recruiters and applicant tracking systems both read for the tasks and tools this role actually involves, so the strongest resume names them in your own experience rather than describing the job in the abstract. Below are the tasks O*NET records for this occupation, the software and tools it uses, the titles it is advertised under, and the skills worth naming if they are genuinely yours.

Also advertised as

The same job is posted under many titles. Searching only your own job title hides most of the openings you could apply to.

Database Analyst
Mathematical Statistician
Statistical Analyst
Demographer
Education Research Analyst
Psychometric Consultant
Quantitative Methodologist
Statistical Consultant
Statistical Reporting Analyst
Analytical Statistician
Applied Scientist
Applied Statistician
Biometrician
Clinical Analyst
Data Analyst
Data Analyst Specialist
Data Analytics Specialist
Data Coordinator

O*NET records 35 titles for this occupation in total.

What this work actually involves

Tasks recorded for this occupation, in O*NET's words. If your experience covers one of these, it belongs on your resume in your own words.

Analyze and interpret statistical data to identify significant differences in relationships among sources of information.
Evaluate the statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy.
Report results of statistical analyses, including information in the form of graphs, charts, and tables.
Determine whether statistical methods are appropriate, based on user needs or research questions of interest.
Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.
Develop and test experimental designs, sampling techniques, and analytical methods.
Identify relationships and trends in data, as well as any factors that could affect the results of research.
Present statistical and nonstatistical results, using charts, bullets, and graphs, in meetings or conferences to audiences such as clients, peers, and students.
Design research projects that apply valid scientific techniques, and use information obtained from baselines or historical data to structure uncompromised and efficient analyses.
Adapt statistical methods to solve specific problems in many fields, such as economics, biology, and engineering.
Evaluate sources of information to determine any limitations, in terms of reliability or usability.
Process large amounts of data for statistical modeling and graphic analysis, using computers.

19 tasks are recorded in total; these are the most central.

Example bullets for this role

Built from this occupation's own tasks. The brackets stay empty on purpose: we will not invent a number for you, and a fabricated metric is the fastest way to lose an interview you had already won.

Analyze and interpret statistical data to identify significant differences in relationships among sources of information, for [who or what it served], at [what volume].
Evaluate the statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy, for [who or what it served], at [what volume].
Report results of statistical analyses, including information in the form of graphs, charts, and tables, for [who or what it served], at [what volume].
Determine whether statistical methods are appropriate, based on user needs or research questions of interest, for [who or what it served], at [what volume].

Software used in this role

Recorded for this occupation by O*NET. An applicant tracking system matches the exact product name, so write the tool the way the posting writes it.

Amazon Redshift
Angoss KnowledgeSEEKER
Apache Hadoop
Apache Pig
Apache Spark
Aptech Systems GAUSS
Automatic Forecasting Systems Autobox
C++
Camfit Data Limited Microfit
Common business oriented language COBOL
Cytel StatXact
DataDescription DataDesk
Econometric Software LIMDEP
Extensible markup language XML

69 software entries are recorded in total.

Tools and equipment

The physical equipment this occupation is recorded as using. Worth naming when a posting asks for it by name.

Desktop computers
Laptop computers
Personal computers

Skills an ATS reads for

Worth naming only if they are genuinely yours. Keyword overlap is one input to a resume's score, not a verdict.

SPSS
Python
R
SAS
StataCorp Stata
Statistical
SQL
Tableau
Amazon Redshift
Hadoop

What this job rates as most important

O*NET rates every skill for importance to this occupation. These are the highest rated, in order.

01Mathematics
02Critical Thinking
03Reading Comprehension
04Active Listening
05Complex Problem Solving
06Speaking
07Active Learning
08Writing
09Science
10Judgment and Decision Making

Knowledge areas

The subject knowledge this occupation draws on, rated by importance.

Mathematics
Computers and Electronics
English Language

What qualifications people in this job have

From O*NET's survey of people doing this work. This is what postholders reported, not a requirement any single employer sets.

62%Master's Degree
14%Bachelor's Degree
10%Doctoral Degree

What level this role is pitched at

O*NET places this occupation in “Extensive Preparation Needed”. Most of these occupations require graduate school. For example, they may require a master's degree, and some require a Ph.D., M.D., or J.D. (law degree).

Extensive skill, knowledge, and experience are needed for these occupations. Many require more than five years of experience. For example, surgeons must complete four years of college and an additional five to seven years of specialized medical training to be able to do their job.

Common questions

What does a Statistician do?: Develop or apply mathematical or statistical theory and methods to collect, organize, interpret, and summarize numerical data to provide usable information. Day to day that includes work like analyze and interpret statistical data to identify significant differences in relationships among sources of information and Evaluate the statistical methods and procedures used to obtain data to ensure validity, applicability, efficiency, and accuracy.
What skills should a Statistician put on a resume?: O*NET rates Mathematics, Critical Thinking, Reading Comprehension, Active Listening, and Complex Problem Solving among the most important skills for this occupation. Name the ones that are genuinely yours and show where you used them. A resume that lists skills you do not have is weaker than one that lists fewer.
What software should a Statistician list?: Software recorded for this occupation includes Amazon Redshift, Angoss KnowledgeSEEKER, Apache Hadoop, Apache Pig, and Apache Spark. Applicant tracking systems match on the exact product name, so write the tool as the posting writes it rather than describing it in general terms.
What other job titles cover Statistician work?: O*NET records 35 titles for this occupation, including Database Analyst, Mathematical Statistician, Statistical Analyst, and Demographer. Searching only your own job title hides most of the openings you could apply to.
What qualifications does a Statistician need?: In O*NET's survey of people doing this job, 62% reported their level of education as "Master's Degree". That is what current postholders reported, not a requirement any single employer sets.
Will this resume pass an ATS for a Statistician role?: No tool outside an employer can tell you how that employer's system is configured, including ours. What you can control is that the resume parses cleanly, names the work in the words the posting uses, and does not claim anything you cannot back up.

Related roles

Occupations O*NET records as closest to this one, and worth looking at if this search is not moving.

What this page cannot tell you

No tool outside an employer can tell you how that employer’s ATS is configured, including ours.
This page makes no claim about pay, demand or how many people hold this job. O*NET does not publish that here and we will not estimate it.
Keyword overlap is one input to a resume’s score, not a verdict on you. A resume that names skills you do not have is worse than one that names fewer.

If this is the job you are aiming at, the guide to tailoring a resume covers how to aim one posting properly, and building and exporting a resume here is free.

Occupation data from the O*NET 29.1 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), used under CC BY 4.0. O*NET is a trademark of USDOL/ETA. SpartanResume is not endorsed by USDOL/ETA.