# Predictive Modeling

Skill · Data Science, Analytics and AI/ML

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

Predictive modeling is the process of using statistical techniques and machine learning algorithms to build mathematical models that forecast future outcomes based on historical data. It is used across industries for tasks like sales forecasting, risk assessment, equipment failure prediction, and customer behavior analysis. Data scientists and statisticians develop, train, and validate these models using tools such as regression, decision trees, and neural networks.

## Predictive Modeling in the job market

- Open roles: 38
- Employers hiring: 14
- Last checked: September 12, 2026

## Asked for alongside Predictive Modeling

Measured from the 38 open roles that name Predictive Modeling, not from a curated list.

- [SQL](https://career.thegoodapps.co/skills/sql) — 35 roles (92.1%)
- [Python](https://career.thegoodapps.co/skills/python) — 30 roles (78.9%)
- [Tableau](https://career.thegoodapps.co/skills/tableau) — 21 roles (55.3%)
- [Google BigQuery](https://career.thegoodapps.co/skills/google-bigquery) — 19 roles (50.0%)
- [Data Mining](https://career.thegoodapps.co/skills/data-mining) — 15 roles (39.5%)
- [Computer Vision](https://career.thegoodapps.co/skills/computer-vision) — 13 roles (34.2%)
- [Machine Learning](https://career.thegoodapps.co/skills/machine-learning) — 13 roles (34.2%)
- [Statistical Analysis](https://career.thegoodapps.co/skills/statistical-analysis) — 11 roles (28.9%)

## Seniority of these roles

- Entry: 3 (8%)
- Mid: 5 (14%)
- Senior: 19 (53%)
- Lead / Staff / Principal: 5 (14%)
- Management: 4 (11%)

From 36 roles whose posting states a level.

## Where Predictive Modeling roles are

- [Atlanta, GA](https://career.thegoodapps.co/jobs/in/atlanta-ga) — 16
- [Mountain View, CA](https://career.thegoodapps.co/jobs/in/mountain-view-ca) — 2
- [Princeton, NJ](https://career.thegoodapps.co/jobs/in/princeton-nj) — 2
- [Bellevue, WA](https://career.thegoodapps.co/jobs/in/bellevue-wa) — 1
- [Cambridge, MA](https://career.thegoodapps.co/jobs/in/cambridge-ma) — 1
- [Midland, TX](https://career.thegoodapps.co/jobs/in/midland-tx) — 1

Among the 25 of 38 open roles we could place on a map.

## Roles that use Predictive Modeling

- [Data Scientist](https://career.thegoodapps.co/occupations/data-scientist) — 20
- [Data Analyst](https://career.thegoodapps.co/occupations/data-analyst) — 3
- [Business Analyst](https://career.thegoodapps.co/occupations/business-analyst) — 2
- [Product Manager](https://career.thegoodapps.co/occupations/product-manager) — 2
- [Biostatistician](https://career.thegoodapps.co/occupations/biostatistician) — 1
- [Data Engineer](https://career.thegoodapps.co/occupations/data-engineer) — 1

## Employers hiring for Predictive Modeling

- [The Home Depot](https://career.thegoodapps.co/organizations/the-home-depot) — 16 open roles
- [Bristol Myers Squibb](https://career.thegoodapps.co/organizations/bristol-myers-squibb) — 5 open roles
- [Accenture](https://career.thegoodapps.co/organizations/accenture) — 3 open roles
- [Angi](https://career.thegoodapps.co/organizations/angi) — 2 open roles
- [Cohere](https://career.thegoodapps.co/organizations/cohere) — 2 open roles
- [Intuit](https://career.thegoodapps.co/organizations/intuit) — 2 open roles

Related skills: [Machine Learning](https://career.thegoodapps.co/skills/machine-learning), [Statistical Analysis](https://career.thegoodapps.co/skills/statistical-analysis), [Regression Analysis](https://career.thegoodapps.co/skills/regression-analysis), [Data Mining](https://career.thegoodapps.co/skills/data-mining), [Statistical Modeling](https://career.thegoodapps.co/skills/statistical-modeling), [Decision Trees](https://career.thegoodapps.co/skills/decision-trees), [Logistic Regression](https://career.thegoodapps.co/skills/logistic-regression), [Advanced Analytics](https://career.thegoodapps.co/skills/advanced-analytics), [Ensemble Methods](https://career.thegoodapps.co/skills/ensemble-methods), [Fraud Analytics](https://career.thegoodapps.co/skills/fraud-analytics), [Classification And Regression Tree (CART)](https://career.thegoodapps.co/skills/classification-and-regression-tree-cart), [Neural Networks](https://career.thegoodapps.co/skills/neural-networks)

## Open roles requiring Predictive Modeling (38)

- [Operations Data Scientist](https://career.thegoodapps.co/jobs/22845139-67e1-460e-96f2-feb3f8993333/operations-data-scientist-at-diamondback-energy) at [Diamondback Energy](https://career.thegoodapps.co/organizations/diamondback-energy) — Midland, TX
- [Underwriting Consultant (Life Sciences)](https://career.thegoodapps.co/jobs/58cf7a51-6905-405c-a0ca-54886827a917/underwriting-consultant-life-sciences-at-cna-financial) at [CNA Financial](https://career.thegoodapps.co/organizations/cna-financial) — $145,500 – $182,000
- [Sr. Manager, Business Insights & Analytics, Alzheimer's](https://career.thegoodapps.co/jobs/36bc5b4e-96e0-424d-864f-da9b30e3a998/sr-manager-business-insights-analytics-alzheimer-s-at-biogen) at [Biogen](https://career.thegoodapps.co/organizations/biogen) — Full-time, Cambridge, MA, $142,000 – $190,000
- [Staff Data Scientist](https://career.thegoodapps.co/jobs/76ef4f31-2494-4ed9-90e6-b3bc6a26f48d/staff-data-scientist-at-visa-inc) at [Visa Inc.](https://career.thegoodapps.co/organizations/visa-inc) — Bellevue, WA, $145,300 – $232,700
- [Director, Customer Insights & Engagement- Thoracic](https://career.thegoodapps.co/jobs/1e14cbb5-33cb-4912-a057-f798560bd041/director-customer-insights-engagement-thoracic-at-bristol-myers-squibb) at [Bristol Myers Squibb](https://career.thegoodapps.co/organizations/bristol-myers-squibb) — Full-time, Princeton, NJ, $197,800 – $239,681
- [Associate Director, Data/AI Solution Architect, US Commercial Digital Marketing](https://career.thegoodapps.co/jobs/d46a6c02-3731-4271-abc6-b05766c1b7f4/associate-director-data-ai-solution-architect-us-commercial-digital-marketing) at [Gilead Sciences](https://career.thegoodapps.co/organizations/gilead-sciences) — Raleigh, NC, $168,980 – $218,680
- [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)
- [Senior Manager, Data Science - Online](https://career.thegoodapps.co/jobs/4f0832e1-b9fa-41d6-9f48-58167a5d7216/senior-manager-data-science-online-at-the-home-depot) at [The Home Depot](https://career.thegoodapps.co/organizations/the-home-depot) — Atlanta, GA
- [Manager, Supply Analytics](https://career.thegoodapps.co/jobs/026bf9f1-c380-473a-9e9d-94a0199d499d/manager-supply-analytics-at-comcast) at [Comcast](https://career.thegoodapps.co/organizations/comcast) — Virtual, $87,963 – $206,163
- [Data Scientist, North Insights](https://career.thegoodapps.co/jobs/835ee680-9182-460f-a9f0-d897a3ab6d39/data-scientist-north-insights-at-cohere) at [Cohere](https://career.thegoodapps.co/organizations/cohere) — Full-time, United States, San Francisco, Canada, New York, Toronto, Montreal · Remote, $130,000 – $260,000

All 38 open roles: https://career.thegoodapps.co/jobs?skills=459e4061-2f48-4f49-bfb1-d6fb0eea8441