Skill
Predictive Modeling
Data Science, Analytics and AI/ML
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
Last checked September 11, 2026
- Open roles
- 40
- Employers
- 15
- Median pay
- —
- Disclose pay
- —
on Career App right now
hiring for it
not enough disclosed
of these roles
Open roles requiring Predictive Modeling (39)
Operations Data Scientist
Diamondback Energy
Midland, TX
This role develops predictive models and analytics solutions from operational and production data to optimize asset performance and support strategic decision-making in an industrial environment. It suits data scientists with strong technical skills who can translate business problems into data-driven insights and communicate findings to diverse audiences.
Listed on Diamondback Energy’s careers site · Apply there ↗
Underwriting Consultant (Technology P&C)
CNA Financial
Atlanta, GA
CNA is hiring an underwriting professional to evaluate insurance applications, manage technology sector risk, and build relationships with brokers across the Southeast. This role suits someone with underwriting experience who combines analytical rigor with sales acumen and wants to specialize in technology-focused P&C coverage.
Listed on CNA Financial’s careers site · Apply there ↗
Sr. Manager, Business Insights & Analytics, Alzheimer's
Biogen
Full-time · Cambridge, MA · $142,000 – $190,000
Biogen seeks a senior manager to drive commercial strategy for their Alzheimer's business through data analytics and insights that inform marketing, sales, and leadership decisions. This role suits someone with strong quantitative skills, healthcare analytics experience, and the ability to translate complex data into actionable business recommendations.
Listed on Biogen’s careers site · Apply there ↗
Staff Data Scientist
Visa Inc.
Bellevue, WA · $145,300 – $232,700
Visa seeks a Staff Data Scientist to design and deploy machine learning models for dispute resolution and recovery products, working with large-scale transaction data to improve automation and decision quality. This role is for an experienced leader who can own complex problems end-to-end, mentor others, and influence product strategy across a global payments platform.
Listed on Visa Inc.’s careers site · Apply there ↗
Director, Customer Insights & Engagement- Thoracic
Bristol Myers Squibb
Full-time · Princeton, NJ · $197,800 – $239,681
This director-level role leads market research and analytics strategy for Bristol Myers Squibb's thoracic business unit, synthesizing complex data sources to drive clinical and commercial decision-making. It suits experienced pharmaceutical analytics leaders who excel at translating data into executive strategy and can champion advanced analytics adoption across cross-functional teams.
Listed on Bristol Myers Squibb’s careers site · Apply there ↗
Associate Director, Data/AI Solution Architect, US Commercial Digital Marketing
Gilead Sciences
Raleigh, NC · $168,980 – $218,680
This role designs data and AI solutions for Gilead's commercial marketing and sales operations, translating complex business needs into scalable architectures on AWS and Databricks. It suits experienced architects comfortable leading without direct authority, bridging business stakeholders and technical teams to move analytics and machine learning from concept to production.
Listed on Gilead Sciences’s careers site · Apply there ↗
S&C Global Network - AI - Life Sciences -Data Science Sr. Manager
Accenture
This is a senior management role in data science and analytics for healthcare, focusing on leading strategic consulting projects with pharmaceutical clients and building team capabilities in AI/ML and statistical modeling. The position suits experienced data professionals with consulting aspirations who want to manage teams, develop business strategy, and work across complex healthcare datasets.
Listed on Accenture’s careers site · Apply there ↗
Senior Manager, Data Science - Online
The Home Depot
Atlanta, GA
Lead a team of data scientists at scale, balancing research ambitions with business outcomes while managing cross-functional collaboration and talent development. Suited to experienced managers who combine technical credibility in modeling and analytics with the people skills to build and retain high-performing teams.
Listed on The Home Depot’s careers site · Apply there ↗
Manager, Supply Analytics
Comcast
Virtual · $87,963 – $206,163
This is a data leadership role overseeing advertising inventory analytics at Comcast, combining technical product ownership with hands-on data analysis. It suits someone comfortable moving between strategy conversations with executives and exploratory work on large datasets, who enjoys building data systems that drive business decisions.
Listed on Comcast’s careers site · Apply there ↗
Data Scientist, North Insights
Cohere
Full-time · United States, San Francisco, Canada, New York, Toronto, Montreal · $130,000 – $260,000 · Remote
This role involves building analytics infrastructure and predictive models to measure AI product impact and support enterprise customers at an AI foundation model company. It suits data scientists who can navigate ambiguous business problems, ship production models, and collaborate across technical and non-technical teams.
Listed on Cohere’s careers site · Apply there ↗
Asked for alongside Predictive Modeling
Measured from the 40 open roles that name Predictive Modeling — not from a curated list.
- SQL36 roles90.0%
- Python30 roles75.0%
- Tableau22 roles55.0%
- Google BigQuery19 roles47.5%
- Data Mining15 roles37.5%
- Computer Vision13 roles32.5%
- Machine Learning13 roles32.5%
- Statistical Analysis12 roles30.0%
Who employers are hiring
- Entry8%
- Mid18%
- Senior50%
- Lead / Staff / Principal13%
- Management11%
From 38 roles whose posting states a level.
Where Predictive Modeling roles are
Among the 26 of 40 open roles we could place on a map.
Roles that use Predictive Modeling
Employers hiring for Predictive Modeling
15 in total, most open roles first.
- The Home Depot16 roles
- Bristol Myers Squibb5 roles
- AAccenture3 roles
- AAngi2 roles
- CNA Financial2 roles
- CCohere2 roles
Related skills
Curated neighbors in the taxonomy, whether or not employers ask for them together.