# Statistical Modeling

Skill · Data Science, Analytics and AI/ML

Canonical page: https://career.thegoodapps.co/skills/statistical-modeling

Statistical modeling involves constructing mathematical representations of relationships between variables, such as linear regression, logistic regression, or time series models, to explain data patterns or make predictions. It is used by data scientists, economists, and researchers to test theories, forecast outcomes, and quantify the strength and uncertainty of relationships in data. Effective statistical modeling requires careful attention to model assumptions, validation, and interpretation.

## Statistical Modeling in the job market

- Open roles: 55
- Employers hiring: 32
- Median stated pay: $224,000 (middle half $195,000 – $247,000), from 37 of 55 open roles — the 67% that publish a range, annualized to USD. Only some employers state pay, and the ones that do skew to California and New York, where the law requires it.
- Last checked: September 12, 2026

## Asked for alongside Statistical Modeling

Measured from the 55 open roles that name Statistical Modeling, not from a curated list.

- [Python](https://career.thegoodapps.co/skills/python) — 51 roles (92.7%)
- [SQL](https://career.thegoodapps.co/skills/sql) — 42 roles (76.4%)
- [Machine Learning](https://career.thegoodapps.co/skills/machine-learning) — 34 roles (61.8%)
- [R](https://career.thegoodapps.co/skills/r) — 18 roles (32.7%)
- [A/B Testing](https://career.thegoodapps.co/skills/a-b-testing) — 14 roles (25.5%)
- [Tableau](https://career.thegoodapps.co/skills/tableau) — 13 roles (23.6%)
- [Amazon Web Services (AWS)](https://career.thegoodapps.co/skills/amazon-web-services-aws) — 8 roles (14.5%)
- [Deep Learning](https://career.thegoodapps.co/skills/deep-learning) — 8 roles (14.5%)

## Seniority of these roles

- Mid: 6 (12%)
- Senior: 25 (48%)
- Lead / Staff / Principal: 14 (27%)
- Management: 5 (10%)
- Executive: 2 (4%)

From 52 roles whose posting states a level.

## Where Statistical Modeling roles are

- [Atlanta, GA](https://career.thegoodapps.co/jobs/in/atlanta-ga) — 10
- [New York, NY](https://career.thegoodapps.co/jobs/in/new-york-ny) — 6
- [San Francisco, CA](https://career.thegoodapps.co/jobs/in/san-francisco-ca) — 4
- [Lansing, MI](https://career.thegoodapps.co/jobs/in/lansing-mi) — 3
- [Cambridge, MA](https://career.thegoodapps.co/jobs/in/cambridge-ma) — 2
- [Mountain View, CA](https://career.thegoodapps.co/jobs/in/mountain-view-ca) — 2

Among the 38 of 55 open roles we could place on a map.

## Roles that use Statistical Modeling

- [Data Scientist](https://career.thegoodapps.co/occupations/data-scientist) — 31
- [Machine Learning Engineer](https://career.thegoodapps.co/occupations/machine-learning-engineer) — 5
- [Data Analyst](https://career.thegoodapps.co/occupations/data-analyst) — 2
- [Director of Data](https://career.thegoodapps.co/occupations/director-of-data) — 2
- [Biostatistician](https://career.thegoodapps.co/occupations/biostatistician) — 1
- [Business Analyst](https://career.thegoodapps.co/occupations/business-analyst) — 1

## Employers hiring for Statistical Modeling

- [The Home Depot](https://career.thegoodapps.co/organizations/the-home-depot) — 7 open roles
- [Intuit](https://career.thegoodapps.co/organizations/intuit) — 4 open roles
- [Accenture](https://career.thegoodapps.co/organizations/accenture) — 3 open roles
- [Auto-Owners Insurance](https://career.thegoodapps.co/organizations/auto-owners-insurance) — 3 open roles
- [Biogen](https://career.thegoodapps.co/organizations/biogen) — 3 open roles
- [SentiLink](https://career.thegoodapps.co/organizations/sentilink) — 3 open roles

Related skills: [Python](https://career.thegoodapps.co/skills/python), [Regression Analysis](https://career.thegoodapps.co/skills/regression-analysis), [R](https://career.thegoodapps.co/skills/r), [Statistical Analysis](https://career.thegoodapps.co/skills/statistical-analysis), [Predictive Analytics](https://career.thegoodapps.co/skills/predictive-analytics), [Statistics](https://career.thegoodapps.co/skills/statistics), [Predictive Modeling](https://career.thegoodapps.co/skills/predictive-modeling), [Logistic Regression](https://career.thegoodapps.co/skills/logistic-regression), [Forecasting Model](https://career.thegoodapps.co/skills/forecasting-model), [RStudio](https://career.thegoodapps.co/skills/rstudio), [Monte Carlo Simulation](https://career.thegoodapps.co/skills/monte-carlo-simulation), [Time Series Analysis](https://career.thegoodapps.co/skills/time-series-analysis)

## Open roles requiring Statistical Modeling (55)

- [Customer Success Data Scientist](https://career.thegoodapps.co/jobs/ead184c4-dddb-4e11-99e4-12e179523ddf/customer-success-data-scientist-at-citrix-systems) at [Citrix Systems](https://career.thegoodapps.co/organizations/citrix-systems) — Full-time, $146,011 – $219,017
- [Lead of Digital Marketing Measurement and Data Science](https://career.thegoodapps.co/jobs/503cbd96-f111-4195-8a9a-fd8dacf1c40e/lead-of-digital-marketing-measurement-and-data-science-at-biogen) at [Biogen](https://career.thegoodapps.co/organizations/biogen) — Full-time, Cambridge, MA, $139,000 – $186,000
- [Senior Staff Data Scientist](https://career.thegoodapps.co/jobs/f37865d1-a329-4425-b4c2-1b01b1684b47/senior-staff-data-scientist-at-blue-apron) at [Blue Apron](https://career.thegoodapps.co/organizations/blue-apron) — Full-time, $216,000 – $249,500
- [Predictive Modeler](https://career.thegoodapps.co/jobs/3fca493b-6d22-476d-a397-c52e280aaf3e/predictive-modeler-at-auto-owners-insurance) at [Auto-Owners Insurance](https://career.thegoodapps.co/organizations/auto-owners-insurance) — Lansing, MI
- [AI Model Validation Lead, GenAI](https://career.thegoodapps.co/jobs/a593c958-3c96-4c6a-8835-0eaef57cdfe5/ai-model-validation-lead-genai-at-american-international-group) at [American International Group](https://career.thegoodapps.co/organizations/american-international-group) — Atlanta, GA, $210,000 – $280,000
- [VP/Head of Research, Merger Arbitrage](https://career.thegoodapps.co/jobs/c5f8061b-0ba3-4dae-a735-052c99fddf79/vp-head-of-research-merger-arbitrage-at-alliancebernstein) at [AllianceBernstein](https://career.thegoodapps.co/organizations/alliancebernstein) — Full-time, New York, NY, $200,000 – $250,000
- [Senior Manager, Development to Launch Analytics](https://career.thegoodapps.co/jobs/630a2b14-c3a8-437d-92e5-defa53ce07d2/senior-manager-development-to-launch-analytics-at-bristol-myers-squibb) at [Bristol Myers Squibb](https://career.thegoodapps.co/organizations/bristol-myers-squibb) — Full-time, $133,710 – $178,221
- [Associate Director, Commercial Analytics - Liver Portfolio](https://career.thegoodapps.co/jobs/edb2030f-e7c3-4396-861f-8e263b99cd7a/associate-director-commercial-analytics-liver-portfolio-at-gilead-sciences) at [Gilead Sciences](https://career.thegoodapps.co/organizations/gilead-sciences) — Full-time, United States - California - Foster City, $195,670 – $253,220
- [Principal D&T Data Scientist](https://career.thegoodapps.co/jobs/95b2bed1-9b40-45ef-b90f-48f723194750/principal-d-t-data-scientist-at-general-mills) at [General Mills](https://career.thegoodapps.co/organizations/general-mills) — Full-time, Minneapolis, MN, $149,500 – $249,300
- [S&C Global Network - AI - Life Sciences -Data Science Sr. Manager](https://career.thegoodapps.co/jobs/3dc42b69-6a96-4ace-bd49-d6e81802f47d/s-c-global-network-ai-life-sciences-data-science-sr-manager-at-accenture) at [Accenture](https://career.thegoodapps.co/organizations/accenture)

All 55 open roles: https://career.thegoodapps.co/jobs?skills=fb8dfbab-b058-4710-bfe6-f0acb2fbcb85