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Bayesian Modeling Jobs in Ashburn, VA (NOW HIRING)

Senior Data Scientist

Springfield, VA ยท On-site

$117 - $195/hr

Bayesian Modeling * Data Processing * Demand forecasting * Data Management * Data Quality * Descriptive Analytics * D3.js * Atlassian Confluence * Atlassian Jira * 3D processing * 3D Mesh * BRep ...

... e.g., bayesian pooling, hierarchical modeling) * Demonstrated communication skills and experience presenting complex findings to both technical and non-technical stakeholders * Demonstrated ...

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Bayesian Modeling information

See Ashburn, VA salary details

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How much do bayesian modeling jobs pay per hour?

As of Aug 23, 2026, the average hourly pay for bayesian modeling in Ashburn, VA is $60.04, according to ZipRecruiter salary data. Most workers in this role earn between $53.85 and $69.81 per hour, depending on experience, location, and employer.

What is Bayesian modeling?

Bayesian modeling is a statistical approach that uses Bayes' Theorem to update the probability of a hypothesis as more data becomes available. It incorporates prior beliefs or knowledge, combines them with observed data, and produces a posterior probability distribution to guide inference and decision-making. This approach is widely used in various fields such as machine learning, data science, and scientific research for tasks like parameter estimation, prediction, and model selection.

How does a Bayesian modeling specialist typically collaborate with cross-functional teams in a workplace setting?

Bayesian Modeling specialists often work closely with data scientists, software engineers, and domain experts to integrate probabilistic models into larger analytical or production systems. They are involved in translating complex statistical concepts into actionable insights and recommendations tailored to business needs. Effective communication is key, as they must present findings to both technical and non-technical stakeholders, ensuring that model assumptions and results are clearly understood. Collaboration may also include contributing to code reviews, sharing best practices for model validation, and mentoring colleagues on Bayesian methodologies.

What are the key skills and qualifications needed to thrive as a Bayesian modeler, and why are they important?

To thrive as a Bayesian Modeler, you need a solid background in statistics, probability theory, and mathematical modeling, often supported by an advanced degree in statistics, mathematics, or a related field. Proficiency with programming languages such as R, Python, or Stan, and experience with statistical software and Bayesian inference tools are essential. Strong analytical thinking, attention to detail, and effective communication skills help in interpreting results and collaborating with multidisciplinary teams. These skills ensure accurate model development, reliable data-driven insights, and clear communication of complex findings to stakeholders.

What is the difference between Bayesian Modeling vs Data Scientist?

AspectBayesian ModelingData Scientist
Required CredentialsStatistics, Mathematics, Data AnalysisStatistics, Computer Science, Data Analysis
Work EnvironmentResearch-focused, statistical modelingCross-functional, data analysis, visualization
Industry UsageResearch, academia, specialized analyticsBusiness, tech, finance, healthcare
Common Search/ComparisonYesYes

Bayesian Modeling and Data Scientists often overlap in skills like statistics and data analysis. Bayesian Modeling specializes in probabilistic models and statistical inference, while Data Scientists have broader roles including data cleaning, visualization, and machine learning. Both roles are essential in data-driven industries, but Bayesian Modeling is more focused on advanced statistical techniques.

Senior Data Scientist

Aitopics

Springfield, VA โ€ข On-site

$117 - $195/hr

Other

Medical, Dental, Vision, Life, Retirement, PTO

Posted 18 days ago


Job description

Job Overview

USD 117K-195K (estimate) Seniorโ€‘level Full Time

Location: Georgetown University: Main Campus: Walsh School โ€ฆ

Responsibilities
  • Assess metadata format and structure changes
  • Create data health alerts
  • Define database tables and schemas
  • Implement APIโ€‘based data movement
  • Integrate data into existing operations pipeline
  • Leverage APIs to query systems and migrate data
  • Preprocess and standardize data for labeling and model testing
Benefits
  • 401k matching
  • 401k program
  • 401k retirement plan
  • 401k match
  • Adoption assistance
  • Backup childcare
  • Discounts on hotels, cars and cruises
  • Employee assistance program
  • Flexible spending accounts
  • Health, dental, vision benefits
  • Health care coverage
  • Dental insurance
  • EAP (Employee Assistance Program)
  • Onโ€‘site EV charging
  • Free employee testing
  • Free onโ€‘site lunches
  • Unlimited PTO
  • Medical, dental, and vision insurance
  • Medical/Dental/Vision coverage
  • Parental leave
  • Paid time off
  • Retirement plan
  • Sick leave
  • Life insurance
  • Lifeโ€‘Time Membership
  • Caregiver leave
  • Family bonding leave
  • Mental health support
  • Financial coaching
  • Equity awards
  • Equity compensation
  • Bonus plan
  • Company holidays
  • Catered lunch
  • Remote work
  • Hybrid work mode
  • Professional development opportunities
Skills & Technologies
  • Communication
  • Data Science
  • Data analytics
  • Power BI
  • Problem Solving
  • Causal Inference
  • Dashboarding
  • Data Modeling
  • ETL
  • Experimentation
  • Dashboards
  • Data Infrastructure
  • Data Visualization
  • Python
  • R
  • API Development
  • Backend Development
  • Deep learning
  • Language Models
  • Amazon Redshift
  • Amazon S3
  • Amplitude
  • Apache Spark
  • AWS
  • Airflow
  • Batch
  • ChatGPT
  • Clarity
  • Computer Vision
  • Audio Processing
  • CI/CD
  • Bioinformatics
  • Data Engineering
  • Algorithm Development
  • Documentation
  • Cloud Computing
  • Data Mining
  • Database Design
  • Explainable AI
  • Machine Learning
  • Bayesian Modeling
  • Data Processing
  • Demand forecasting
  • Data Management
  • Data Quality
  • Descriptive Analytics
  • D3.js
  • Atlassian Confluence
  • Atlassian Jira
  • 3D processing
  • 3D Mesh
  • BRep Processing
  • Anomaly Detection
  • Data Governance
  • Data Pipelines
  • Data Quality Control

Equal opportunity employer

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