1

Factor Analysis Jobs in Virginia (NOW HIRING)

Knowledge of psychometric theory and assessment validation methodologies such as Item Response Theory and Factor Analysis * Knowledge of data strategy and data governance * Ability to advise clients ...

Data Scientist

Chantilly, VA · On-site +1

$99K - $225K/yr

Knowledge of psychometric theory and assessment validation methodologies such as Item Response Theory and Factor Analysis * Knowledge of data strategy and data governance * Ability to advise clients ...

Knowledge of psychometric theory and assessment validation methodologies such as Item Response Theory and Factor Analysis * Knowledge of data strategy and data governance * Ability to advise clients ...

... and factor analysis. * Strong reasoning abilities to define problems, collect data, establish facts, and draw valid conclusions. Must be able to interpret an extensive variety of technical ...

Data Scientist

Alexandria, VA · On-site

$99K - $225K/yr

Knowledge of psychometric theory and assessment validation methodologies such as Item Response Theory and Factor Analysis * Knowledge of data strategy and data governance * Ability to advise clients ...

Data Scientist

Alexandria, VA · On-site

$99K - $225K/yr

Knowledge of psychometric theory and assessment validation methodologies such as Item Response Theory and Factor Analysis * Knowledge of data strategy and data governance * Ability to advise clients ...

Business Analyst

Alexandria, VA · On-site +1

$120K - $139K/yr

This role requires extensive business analysis expertise with specific experience in Department of ... Current NACI or ability to obtain Bring the WOW Factor: In addition to our core requirements that ...

Financial Analyst

Manassas, VA · On-site

$75K - $100K/yr

Perform variance analysis and review justification for control accounts that have exceeded cost or ... factor. If you have reached our website in search of an employment opportunity or to apply for a ...

Showing results 41-60

Factor Analysis information

What is factor analysis?

Factor analysis is a statistical technique used to identify underlying patterns or factors within a set of observed variables. It helps researchers reduce data complexity by grouping related variables together, making it easier to interpret large datasets. This method is commonly used in psychology, social sciences, and market research to uncover latent constructs or dimensions that explain correlations among observed measures. Factor analysis can guide the creation of questionnaires, scales, or help in data reduction for further analysis.

What are some common challenges faced by professionals conducting factor analysis, and how can they be addressed?

Professionals performing factor analysis often encounter challenges such as determining the appropriate number of factors to retain and ensuring the quality of data (e.g., sample size and variable selection). Another common issue is interpreting complex factor loadings, which can make it difficult to assign meaningful labels to identified factors. These challenges can be addressed by following best practices such as conducting parallel analysis, using scree plots, ensuring adequate sample sizes, and consulting with subject matter experts to interpret results accurately.

What is the difference between Factor Analysis vs Data Analyst?

AspectFactor AnalysisData Analyst
Primary RoleStatistical technique to identify underlying variablesInterpreting data to provide insights and support decision-making
Required SkillsStatistics, mathematics, data modelingData manipulation, visualization, statistical analysis
Work EnvironmentResearch, academia, data science projectsBusiness, finance, marketing, healthcare
Common CertificationsStatistics, data science certificationsData analysis, business intelligence certifications

Factor Analysis is a statistical method used to reduce data dimensions and identify latent variables, often used in research. Data Analysts interpret data to generate actionable insights across various industries. While Factor Analysis is a specialized technique within data analysis, Data Analysts perform broader tasks involving data collection, cleaning, and reporting.

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

To thrive as a Factor Analyst, you need a strong background in statistics, mathematics, and data analysis, typically supported by a degree in statistics, psychology, or a related field. Familiarity with statistical software such as SPSS, R, or SAS and an understanding of psychometric or quantitative research methods are essential. Attention to detail, problem-solving abilities, and effective communication are key soft skills for interpreting complex data and presenting findings clearly. These skills ensure accurate analysis, meaningful insights, and effective collaboration with research or business teams.
What cities in Virginia are hiring for Factor Analysis jobs? Cities in Virginia with the most Factor Analysis job openings:
Infographic showing various Factor Analysis job openings in Virginia as of June 2026, with employment types broken down into 93% Full Time, 6% Part Time, and 1% Contract. Highlights an 94% Physical, 1% Hybrid, and 5% Remote job distribution.

$99K - $225K/yr

Full-time

Medical, Life, Retirement, PTO

Re-posted 23 days ago


Booz Allen Hamilton rating

8.9

Company rating: 8.9 out of 10

Based on 49 frontline employees who took The Breakroom Quiz

9th of 72 rated business consultants


Job description

Data Scientist

The Opportunity:

As a data scientist, you're excited at the prospect of unlocking the secrets held by a data set, and you're fascinated by the possibilities presented by IoT, machine learning, and artificial intelligence. In an increasingly connected world, massive amounts of structured and unstructured data open new opportunities. As a data scientist at Booz Allen, you can help turn these complex data sets into useful information to solve global challenges. Across private and public sectors-from fraud detection to cancer research to national intelligence-we need you to help find the answers in the data.

On our team, you'll use your leadership skills and data science expertise to create real-world impact. You'll work closely with clients to understand their questions and needs, and then dig into their data-rich environments to find the pieces of their information puzzle. You'll guide teammates and lead the development of algorithms and systems. You'll use the right combination of tools and frameworks to turn sets of disparate data points into objective answers to advise your clients as they make informed decisions. Ultimately, you'll provide a deep understanding of the data, what it all means, and how it can be used.

Work with us as we use data science for good.

Join us. The world can't wait.

You Have:

  • 3+ years of experience with using programming languages to manipulate and analyze data, including Python, R, and SQL

  • Experience with deploying and maintaining user-facing or user-accessible models

  • Experience with data cleansing, data analytics, inferential statistics, programming, data visualization, and system integration to provide data solutions

  • Experience with developing data visualizations, dashboards, or lightweight web applications to communicate key insights

  • Knowledge of research design principles

  • Knowledge of analytic methods and methodological tools used in applied mathematics, computer programming, or data visualization

  • Ability to apply supervised and unsupervised machine learning algorithms on structured and unstructured datasets

  • TS/SCI clearance with a polygraph

  • Bachelor's degree

Nice If You Have:

  • Experience with project management, project planning, and technical documentation

  • Knowledge of psychometric theory and assessment validation methodologies such as Item Response Theory and Factor Analysis

  • Knowledge of data strategy and data governance

  • Ability to advise clients on the acquisition of data, data management, and data infrastructure

  • Ability to execute projects and tasks with minimal guidance and supervision

Clearance:

Applicants selected will be subject to a security investigation and may need to meet eligibility requirements for access to classified information; TS/SCI clearance with polygraph is required.

Compensation

At Booz Allen, we celebrate your contributions, provide you with opportunities and choices, and support your total well-being. Our offerings include health, life, disability, financial, and retirement benefits, as well as paid leave, professional development, tuition assistance, work-life programs, and dependent care. Our recognition awards program acknowledges employees for exceptional performance and superior demonstration of our values. Full-time and part-time employees working at least 20 hours a week on a regular basis are eligible to participate in Booz Allen's benefit programs. Individuals that do not meet the threshold are only eligible for select offerings, not inclusive of health benefits. We encourage you to learn more about our total benefits by visiting the Resource page on our Careers site and reviewing Our Employee Benefits page.

Salary at Booz Allen is determined by various factors, including but not limited to location, the individual's particular combination of education, knowledge, skills, competencies, and experience, as well as contract-specific affordability and organizational requirements. The projected compensation range for this position is $99,000.00 to $225,000.00 (annualized USD). The estimate displayed represents the typical salary range for this position and is just one component of Booz Allen's total compensation package for employees. This posting will close within 90 days from the Posting Date.

Identity Statement

As part of the hiring process, we will ask you to complete an identity verification process that leverages advanced biometrics and artificial intelligence to ensure authenticity and protect against identity fraud. You are expected to be on camera during interviews and assessments. We reserve the right to take your picture to verify your identity and prevent fraud.

Candidate AI Usage Policy

AI is a part of our daily work at Booz Allen, and we are committed to the responsible and ethical use of AI tools. However, we want to ensure a fair candidate process based on your own skills and knowledge. As part of this commitment, the use of artificial intelligence (AI) or other tools to assist with responses during interviews (whether in-person or virtual) is prohibited unless permission is explicitly provided.

Work Model
Our people-first culture prioritizes the benefits of collaboration, whether it occurs in person or virtually. To support engagement and effective communication, employees working virtually are generally expected to have their cameras on during meetings.

  • Remote: If this position is listed as remote, there may still be occasions when you are required to work in person at a Booz Allen or customer facility.

  • Hybrid: If this position is listed as hybrid, you will be expected to work from a Booz Allen facility frequently, in alignment with leadership expectations and the needs of the role. You may also be required to work from or visit a customer facility.

  • Onsite: If this position is listed as onsite, work will primarily be performed at a Booz Allen office or customer facility, where employees will collaborate directly with colleagues and customers as required by the role.

Commitment to Non-Discrimination

All qualified applicants will receive consideration for employment without regard to disability, status as a protected veteran or any other status protected by applicable federal, state, local, or international law.


What Booz Allen Hamilton employees say

Pay

Benefits

Hours and flexibility

Workplace

Get the full story on Breakroom


Booz Allen Hamilton logo

About Booz Allen Hamilton

Sourced by ZipRecruiter

Booz Allen Hamilton is a leading provider of management and technology consulting services to the US government in defense, intelligence, and civil markets. Headquartered in McLean, Virginia, the firm also serves major corporations, institutions, and not-for-profit organizations. Founded in 1914 by Edwin G. Booz, the company has a long-standing tradition of helping clients achieve success by delivering a wide range of consulting services that include strategic planning, human capital and learning, communication, systems development, and others. The company's mission is to empower people to change the world, and it has a reputation for maintaining the highest standards of integrity and-excellence.

Industry

It services

Company size

10,000+ Employees

Headquarters location

McLean, VA, US

Year founded

1914