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Bayesian Phd Jobs in Virginia (NOW HIRING)

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Bayesian Phd information

What are some common challenges faced by a Bayesian PhD researcher during collaborative projects?

Bayesian PhD researchers often collaborate with interdisciplinary teams, which can present challenges such as communicating complex statistical concepts to non-specialists and integrating Bayesian methods with other analytical frameworks. Balancing the depth of theoretical work with practical problem-solving, managing computational demands, and aligning project goals with collaborators' expectations are also common hurdles. Successful collaboration typically requires strong communication skills, adaptability, and a willingness to bridge methodological gaps between disciplines.

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

To thrive as a Bayesian PhD, you need advanced knowledge of probability theory, statistical inference, and mathematics, typically supported by a doctoral degree in statistics, mathematics, or a related field. Proficiency with statistical programming languages like R, Python, and specialized Bayesian tools such as Stan or BUGS is essential. Strong critical thinking, problem-solving, and clear communication skills help in articulating complex analyses and collaborating across disciplines. These capabilities are crucial for developing rigorous models, conducting impactful research, and translating statistical insights into actionable solutions.

What is the difference between Bayesian Phd vs Data Scientist?

AspectBayesian PhdData Scientist
Required CredentialsPhD in Statistics, Mathematics, or related fieldBachelor's or Master's in Data Science, Statistics, or related field
Work EnvironmentResearch-focused, academic or specialized industry rolesBusiness-focused, tech companies, or consulting firms
Industry UsageAcademic research, advanced analytics, specialized modelingData analysis, machine learning, business insights
Common Search/ComparisonYesYes

While a Bayesian PhD specializes in advanced statistical modeling and research, a Data Scientist applies data analysis and machine learning techniques in practical business contexts. Both roles require strong analytical skills, but the Bayesian PhD typically focuses on theoretical development, whereas the Data Scientist emphasizes application and implementation.

What is a Bayesian PhD?

A Bayesian PhD typically refers to an individual who has completed a doctoral program with a focus on Bayesian statistics or Bayesian methods in their research. Bayesian statistics is a branch of statistics that uses probability distributions to represent uncertainty about unknowns, updating beliefs as new data becomes available. Students in this field learn to develop and apply Bayesian models to a wide range of problems in science, engineering, and social sciences. A PhD program with a Bayesian focus often involves advanced coursework in probability theory, statistical inference, and computational methods, as well as original research using Bayesian approaches.
What cities in Virginia are hiring for Bayesian Phd jobs? Cities in Virginia with the most Bayesian Phd job openings:
Infographic showing various Bayesian Phd job openings in Virginia as of June 2026, with employment types broken down into 59% Full Time, 22% Part Time, and 19% Contract. Highlights an 88% Physical, 3% Hybrid, and 9% Remote job distribution.
Principal Associate, Talent Assessment

Principal Associate, Talent Assessment

Capital One

Mclean, VA • On-site

Full-time

Posted 28 days ago


Capital One rating

7.8

Company rating: 7.8 out of 10

Based on 142 frontline employees who took The Breakroom Quiz

71st of 144 rated banks


Job description

Principal Associate, Talent Assessment

As a Talent Assessment team member, you'll be part of Capital One's People Analytics organization working closely with Talent Acquisition partners and other I/O Psychologists to design and deliver innovative selection strategies to support our shared business goals. With an emphasis on quantitative and qualitative analysis, you'll support the design, validation, and implementation of assessment tools and processes to help ensure Capital One secures outstanding and diverse talent across our enterprise.

Our ideal candidate will display a strong balance of analytical and problem solving skills, business consulting, and communication competencies as well as the ability to work in a dynamic team environment. You'll be on a team of employee selection subject matter experts and will design, conduct, and document analyses (e.g., adverse impact metrics; sampling plans; validation studies) supporting projects with enterprise-wide impact and specific to lines of business as well.

You'll have the opportunity to consult with Talent Acquisition and other HR partners on selection projects, process improvements, reporting and analysis tools, and other initiatives focused on improving the candidate experience and enabling best practices in the pre-employment assessment space.

As a Talent Assessment team member, your main responsibilities include, but are not limited to:

  • Developing and maintaining large data sets for analyses on various selection and assessment programs

  • Serving as an analyst for selection tool evaluation and reporting, including business impact analyses for selection solutions and programs

  • Communicating results of statistical analyses, along with their implications, to technical and non-technical audiences

  • Participating in the design, development, validation, testing, and implementation of practical, effective, defensible, and candidate-friendly products and selection tools and processes

Successful team members demonstrate competencies in these areas:

  • Analysis: Identify opportunities for improvement and use data to make strategic and tactical recommendations

  • Execution: Develop and test hypotheses, design solutions, assess operational feasibility, lead implementation efforts, and develop plans and tools for monitoring outcomes

  • Partnership: Collaborate with colleagues across Capital One including: HR, Technology, Sales, Operations, Finance and others to drive candidate experience improvements and business results.

  • Strategic & Analytic orientation: A proven track record of decision making and problem solving based on analytics. Conceptual thinking skills must be complemented by a strong quantitative orientation.

  • Business communication: Impeccable written and oral communication skills, including strong visualization skills (i.e., able to "tell the story" and highlight key insights in a clear and concise manner that is easily understood by stakeholders at all levels across the organization and with varying levels of technical savvy).

  • Results focus: Drives for results and achieves important goals applying strong organizational skills and detail orientation

Basic Qualifications:

  • Master's degree

  • At least 2 years of employee selection and assessment work experience

  • At least 2 years of data analysis experience conducting analyses, and building statistical models in R, Python, or SQL

  • At least 2 years of experience in consulting with external or internal clients across a variety of seniority levels and technical experience

Preferred Qualifications:

  • PhD in Industrial and Organizational Psychology, Organizational Behavior, or other technical or quantitative discipline, including but not limited to Cognitive Science, Neuroscience, Economics, Behavioral Economics, Mathematics, Physics, Biology, Chemistry or Statistics

  • At least 3 years professional work experience

  • At least 3 years of employee selection experience

  • Proficient in Python

  • Knowledge of a variety of employee assessments and methods

  • Knowledge of advanced statistical methodologies, including regression, longitudinal analysis, and/or Bayesian modeling

  • Proficient in using Google Suite products or similar programs

At this time, Capital One will not sponsor a new applicant for employment authorization for this position.

The minimum and maximum full-time annual salaries for this role are listed below, by location. Please note that this salary information is solely for candidates hired to perform work within one of these locations, and refers to the amount Capital One is willing to pay at the time of this posting. Salaries for part-time roles will be prorated based upon the agreed upon number of hours to be regularly worked.

McLean, VA: $131,300 - $149,800 for Principal People Scientist


New York, NY: $143,200 - $163,500 for Principal People Scientist










Candidates hired to work in other locations will be subject to the pay range associated with that location, and the actual annualized salary amount offered to any candidate at the time of hire will be reflected solely in the candidate's offer letter.

This role is also eligible to earn performance based incentive compensation, which may include cash bonus(es) and/or long term incentives (LTI). Incentives could be discretionary or non discretionary depending on the plan.

Capital One offers a comprehensive, competitive, and inclusive set of health, financial and other benefits that support your total well-being. Learn more at theCapital One Careers website. Eligibility varies based on full or part-time status, exempt or non-exempt status, and management level.

This role is expected to accept applications for a minimum of 5 business days.No agencies please. Capital One is an equal opportunity employer (EOE, including disability/vet) committed to non-discrimination in compliance with applicable federal, state, and local laws. Capital One promotes a drug-free workplace. Capital One will consider for employment qualified applicants with a criminal history in a manner consistent with the requirements of applicable laws regarding criminal background inquiries, including, to the extent applicable, Article 23-A of the New York Correction Law; San Francisco, California Police Code Article 49, Sections 4901-4920; New York City's Fair Chance Act; Philadelphia's Fair Criminal Records Screening Act; and other applicable federal, state, and local laws and regulations regarding criminal background inquiries.

If you have visited our website in search of information on employment opportunities or to apply for a position, and you require an accommodation, please contact Capital One Recruiting at 1-800-304-9102 or via email at RecruitingAccommodation@capitalone.com. All information you provide will be kept confidential and will be used only to the extent required to provide needed reasonable accommodations.

For technical support or questions about Capital One's recruiting process, please send an email to Careers@capitalone.com

Capital One does not provide, endorse nor guarantee and is not liable for third-party products, services, educational tools or other information available through this site.

Capital One Financial is made up of several different entities. Please note that any position posted in Canada is for Capital One Canada, any position posted in the United Kingdom is for Capital One Europe and any position posted in the Philippines is for Capital One Philippines Service Corp. (COPSSC).


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