Skill
Statistical Modeling
Data Science, Analytics and AI/ML
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
Last checked September 12, 2026
- Open roles
- 55
- Employers
- 32
- Median pay
- $224,000
- Disclose pay
- 67%
on Career App right now
hiring for it
from 37 roles
of these roles
Open roles requiring Statistical Modeling (55)
Customer Success Data Scientist
Citrix Systems
Full-time · $146,011 – $219,017
This role pairs customer success management with technical data science expertise, supporting enterprise clients in manufacturing, energy, and life sciences as they adopt analytics platforms. It suits experienced data scientists who enjoy consulting with clients, building analytical solutions, and thrive in collaborative, customer-focused environments.
Listed on Citrix Systems’s careers site · Apply there ↗
Lead of Digital Marketing Measurement and Data Science
Biogen
Full-time · Cambridge, MA · $139,000 – $186,000
This role leads digital marketing measurement and data science for a biotech company's neuropsychiatry business, using analytics and machine learning to optimize patient and healthcare provider engagement across channels. It suits someone with 5+ years in advanced analytics who can build attribution models, conduct media mix analysis, and communicate technical findings to business stakeholders.
Listed on Biogen’s careers site · Apply there ↗
Senior Staff Data Scientist
Blue Apron
Full-time · $216,000 – $249,500
A strategic leadership role for an experienced data scientist to shape Grubhub's ML and analytics direction, mentor the team, and drive causal inference and experimentation frameworks across the marketplace. This suits someone with 8+ years in industry who has shipped production ML systems and can balance business impact against technical rigor in complex, noisy environments.
Listed on Blue Apron’s careers site · Apply there ↗
Predictive Modeler
Auto-Owners Insurance
Lansing, MI
Auto-Owners Insurance seeks a predictive modeler to develop statistical and machine learning models addressing business and regulatory needs, working with large datasets and presenting findings to stakeholders. The role suits quantitative professionals interested in applying analytics to insurance problems with hybrid flexibility.
Listed on Auto-Owners Insurance’s careers site · Apply there ↗
AI Model Validation Lead, GenAI
American International Group
Atlanta, GA · $210,000 – $280,000
Lead the validation and governance of AI models across an insurance organization, ensuring accuracy, compliance, and ethical standards. This role suits experienced machine learning professionals with deep statistical expertise and regulatory knowledge who can work independently to assess model risk and drive continuous improvement.
Listed on American International Group’s careers site · Apply there ↗
VP/Head of Research, Merger Arbitrage
AllianceBernstein
Full-time · New York, NY · $200,000 – $250,000
Lead quantitative research and signal development for a systematic merger arbitrage strategy, working alongside an experienced portfolio manager to build and refine models that predict deal outcomes and optimize portfolio positioning. This role suits someone with strong quantitative chops and a genuine interest in event-driven investing who wants to bridge research, data engineering, and investment decision-making at a major asset manager.
Listed on AllianceBernstein’s careers site · Apply there ↗
Senior Manager, Development to Launch Analytics
Bristol Myers Squibb
Full-time · $133,710 – $178,221
This role leads a data science and analytics team within Bristol Myers Squibb's Product Development and Supply organization, driving strategic decisions through machine learning and statistical modeling across drug development and manufacturing. It suits experienced data scientists and engineers who want to apply advanced analytics to life sciences while managing technical teams and enterprise-scale problems.
Listed on Bristol Myers Squibb’s careers site · Apply there ↗
Associate Director, Commercial Analytics - Liver Portfolio
Gilead Sciences
Full-time · United States - California - Foster City · $195,670 – $253,220
This role leads commercial analytics for Gilead's liver disease portfolio, generating insights and driving strategy across multiple brands through data analysis, forecasting, and cross-functional collaboration. It suits someone with strong analytical and modeling expertise who can synthesize complex information for executive stakeholders and drive innovation in pharmaceutical analytics.
Listed on Gilead Sciences’s careers site · Apply there ↗
Principal D&T Data Scientist
General Mills
Full-time · Minneapolis, MN · $149,500 – $249,300
A senior technical leader who designs and deploys enterprise AI solutions across supply chain and related domains, translating complex business problems into production-grade systems and mentoring the broader data science organization. This role suits experienced data scientists with deep expertise in machine learning, optimization, and advanced AI techniques, who thrive in strategic partnership with business and engineering teams.
Listed on General Mills’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 ↗
Asked for alongside Statistical Modeling
Measured from the 55 open roles that name Statistical Modeling — not from a curated list.
- Python51 roles92.7%
- SQL42 roles76.4%
- Machine Learning34 roles61.8%
- R18 roles32.7%
- A/B Testing14 roles25.5%
- Tableau13 roles23.6%
- Amazon Web Services (AWS)8 roles14.5%
- Deep Learning8 roles14.5%
What employers state they pay
Median
$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.
Who employers are hiring
- Mid12%
- Senior48%
- Lead / Staff / Principal27%
- Management10%
- Executive4%
From 52 roles whose posting states a level.
Where Statistical Modeling roles are
Among the 38 of 55 open roles we could place on a map.
Roles that use Statistical Modeling
Employers hiring for Statistical Modeling
32 in total, most open roles first.
- The Home Depot7 roles
- Intuit4 roles
- AAccenture3 roles
- AIAuto-Owners Insurance3 roles
- Biogen3 roles
- SSentiLink3 roles
Related skills
Curated neighbors in the taxonomy, whether or not employers ask for them together.