Skills for Statisticians
The skills, knowledge, and tools that matter most for statisticians, ranked by O*NET importance — so you know what to lead with on your resume.
What to lead with
Refit analysis ·O*NET rates Mathematics, Reading Comprehension, Critical Thinking as the highest-importance skills here — so a resume aimed at this role should lead with evidence of those, not a generic skills list. On the tools side, O*NET flags IBM SPSS Statistics, Microsoft Excel, Microsoft Office software, Python as in-demand technologies for this role.
Top skills (ranked by importance)
O*NET importance score in parentheses (1–5).
- 1.Mathematics4.88
- 2.Reading Comprehension4
- 3.Critical Thinking4
- 4.Active Listening3.88
- 5.Speaking3.88
- 6.Writing3.75
- 7.Active Learning3.75
- 8.Science3.5
- 9.Learning Strategies3.12
- 10.Monitoring3
Show these skills on your resume for Statisticians
Honest tailoring
See how your resume lines up with Statisticians
Refit re-angles your real experience toward this role using the skills above — and never invents skills you don't have. A no-fabrication gate checks every change before you see it.
Free. No account needed to see your first re-fit.
Knowledge areas
- Mathematics
- Computers and Electronics
- English Language
- Education and Training
- Administration and Management
- Customer and Personal Service
- Biology
- Administrative
Core work activities
- Analyzing Data or Information
- Working with Computers
- Processing Information
- Interpreting the Meaning of Information for Others
- Making Decisions and Solving Problems
- Getting Information
- Communicating with Supervisors, Peers, or Subordinates
- Updating and Using Relevant Knowledge
- Documenting/Recording Information
- Thinking Creatively
In-demand tools & technology
- IBM SPSS Statistics
- Microsoft Excel
- Microsoft Office software
- Python
- R
- SAS
- SAS JMP
- StataCorp Stata
- Statistical software
- Structured query language SQL
- Tableau
- Amazon Redshift
- Amazon Web Services AWS software
- Apache Hadoop
- Apache Spark
- C++