# Statistics

Skill · Data Science, Analytics and AI/ML

Canonical page: https://career.thegoodapps.co/skills/statistics

Statistics is the mathematical discipline concerned with collecting, analyzing, interpreting, and presenting data, encompassing methods like hypothesis testing, regression, and probability theory. It underpins fields such as data science, economics, medicine, and social science research by helping practitioners draw reliable conclusions from samples and quantify uncertainty. Professionals use statistical training to design experiments, build predictive models, and inform data-driven decisions.

## Statistics in the job market

- Open roles: 33
- Employers hiring: 25
- Last checked: September 12, 2026

## Asked for alongside Statistics

Measured from the 33 open roles that name Statistics, not from a curated list.

- [Python](https://career.thegoodapps.co/skills/python) — 22 roles (66.7%)
- [Machine Learning](https://career.thegoodapps.co/skills/machine-learning) — 13 roles (39.4%)
- [SQL](https://career.thegoodapps.co/skills/sql) — 13 roles (39.4%)
- [Amazon Web Services (AWS)](https://career.thegoodapps.co/skills/amazon-web-services-aws) — 7 roles (21.2%)
- [Data Analysis](https://career.thegoodapps.co/skills/data-analysis) — 7 roles (21.2%)
- [Project Management](https://career.thegoodapps.co/skills/project-management) — 4 roles (12.1%)
- [A/B Testing](https://career.thegoodapps.co/skills/a-b-testing) — 3 roles (9.1%)
- [Data Pipelines](https://career.thegoodapps.co/skills/data-pipelines) — 3 roles (9.1%)

## Seniority of these roles

- Entry: 1 (4%)
- Mid: 3 (11%)
- Senior: 17 (61%)
- Lead / Staff / Principal: 3 (11%)
- Management: 4 (14%)

From 28 roles whose posting states a level.

## Where Statistics roles are

- [New York, NY](https://career.thegoodapps.co/jobs/in/new-york-ny) — 6
- [Atlanta, GA](https://career.thegoodapps.co/jobs/in/atlanta-ga) — 4
- [San Francisco, CA](https://career.thegoodapps.co/jobs/in/san-francisco-ca) — 3
- [Santa Clara, CA](https://career.thegoodapps.co/jobs/in/santa-clara-ca) — 3
- [Brooklyn, NY](https://career.thegoodapps.co/jobs/in/brooklyn-ny) — 1
- [Chaska, MN](https://career.thegoodapps.co/jobs/in/chaska-mn) — 1

Among the 25 of 33 open roles we could place on a map.

## Roles that use Statistics

- [Data Scientist](https://career.thegoodapps.co/occupations/data-scientist) — 8
- [Machine Learning Engineer](https://career.thegoodapps.co/occupations/machine-learning-engineer) — 4
- [Engineering Manager](https://career.thegoodapps.co/occupations/engineering-manager) — 3
- [Business Analyst](https://career.thegoodapps.co/occupations/business-analyst) — 2
- [Analytics Engineer](https://career.thegoodapps.co/occupations/analytics-engineer) — 1
- [Data Science Manager](https://career.thegoodapps.co/occupations/data-science-manager) — 1

## Employers hiring for Statistics

- [The Home Depot](https://career.thegoodapps.co/organizations/the-home-depot) — 4 open roles
- [NVIDIA](https://career.thegoodapps.co/organizations/nvidia) — 3 open roles
- [SentiLink](https://career.thegoodapps.co/organizations/sentilink) — 3 open roles
- [Citigroup](https://career.thegoodapps.co/organizations/citigroup) — 2 open roles
- [Beckman Coulter](https://career.thegoodapps.co/organizations/beckman-coulter) — 1 open role
- [Bend Studio](https://career.thegoodapps.co/organizations/bend-studio) — 1 open role

Related skills: [Data Analysis](https://career.thegoodapps.co/skills/data-analysis), [Calculus](https://career.thegoodapps.co/skills/calculus), [Mathematical Modeling](https://career.thegoodapps.co/skills/mathematical-modeling), [R](https://career.thegoodapps.co/skills/r), [Regression Analysis](https://career.thegoodapps.co/skills/regression-analysis), [Linear Algebra](https://career.thegoodapps.co/skills/linear-algebra), [Statistical Modeling](https://career.thegoodapps.co/skills/statistical-modeling), [Algebra](https://career.thegoodapps.co/skills/algebra), [Sociology](https://career.thegoodapps.co/skills/sociology), [Econometrics](https://career.thegoodapps.co/skills/econometrics), [Math](https://career.thegoodapps.co/skills/math), [Statistical Methods](https://career.thegoodapps.co/skills/statistical-methods)

## Open roles requiring Statistics (33)

- [Process Engineer](https://career.thegoodapps.co/jobs/4898a8d1-abde-41f0-82ed-d73bd28ced31/process-engineer-at-crane-co) at [Crane Co.](https://career.thegoodapps.co/organizations/crane-co) — Marion, NC
- [Staff Manufacturing Scientist](https://career.thegoodapps.co/jobs/8bd4575d-1e39-4c46-9482-7b9717b14a0c/staff-manufacturing-scientist-at-beckman-coulter) at [Beckman Coulter](https://career.thegoodapps.co/organizations/beckman-coulter) — Full-time, Chaska, MN, $115,000 – $145,000
- [PhD Degree Required - Quantitative Analyst/Programmer, Mortgage Trading Desk (RMBS)](https://career.thegoodapps.co/jobs/0ae68a09-c629-469d-bf83-e4113f2686e4/phd-degree-required-quantitative-analyst-programmer-mortgage-trading-desk-rmbs) at [Cerberus Capital Management](https://career.thegoodapps.co/organizations/cerberus-capital-management) — Full-time, New York, NY, $140,000 – $215,000
- [Research Scientist](https://career.thegoodapps.co/jobs/6078e444-8f59-4075-889c-a1b4e95265fb/research-scientist-at-cambria) at [Cambria](https://career.thegoodapps.co/organizations/cambria) — Le Sueur, MN, $110,000 – $140,000
- [Bachelor of Science (B.Sc.) (m/f/d) New Study - Computer Science Start 2027 (STAR)](https://career.thegoodapps.co/jobs/2a7acae9-a992-49ed-8c07-5897100b718c/bachelor-of-science-b-sc-m-f-d-new-study-computer-science-start-2027-star-at-sap) at [SAP](https://career.thegoodapps.co/organizations/sap) — Internship, Walldorf, DE, 69190, €1,360 – €1,660 / month
- [Sr Applied Data Scientist - Personalization (applied ML, PyTorch, ML Ops)](https://career.thegoodapps.co/jobs/4fe14744-27d1-4bd2-8f07-855d1da029ca/sr-applied-data-scientist-personalization-applied-ml-pytorch-ml-ops-at-target) at [Target](https://career.thegoodapps.co/organizations/target) — 7000 Target Pkwy N,NCD-0375 Brooklyn Park,MN 55445, $98,000 – $176,000
- [Senior Power and Performance Engineer](https://career.thegoodapps.co/jobs/88f30f24-2b00-4878-a91c-75e3a69a47bd/senior-power-and-performance-engineer-at-nvidia) at [NVIDIA](https://career.thegoodapps.co/organizations/nvidia) — Full-time, Santa Clara, CA, $168,000 – $310,500
- [Lead Data Scientist - Pro](https://career.thegoodapps.co/jobs/bf46bc3c-e14f-4633-b127-96340bcb44e0/lead-data-scientist-pro-at-the-home-depot) at [The Home Depot](https://career.thegoodapps.co/organizations/the-home-depot) — Atlanta, GA
- [Module Development Engineering Manager](https://career.thegoodapps.co/jobs/e7b15bab-fd96-416c-ba97-7e39a277816a/module-development-engineering-manager-at-intel) at [Intel](https://career.thegoodapps.co/organizations/intel) — Full-time, Hillsboro, OR, $133,800 – $219,550
- [Prime Services & Delta One Quantitative Analyst - Director](https://career.thegoodapps.co/jobs/71986a4b-36d5-46f8-89a9-b0cf2b5916d1/prime-services-delta-one-quantitative-analyst-director-at-citigroup) at [Citigroup](https://career.thegoodapps.co/organizations/citigroup) — Full-time, New York, NY, $170,000 – $300,000

All 33 open roles: https://career.thegoodapps.co/jobs?skills=583baabf-9ea0-4e1b-81df-b4f46f9d17b4