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Predictive Modeling Jobs in Virginia (NOW HIRING)

Develop and implement machine learning models, predictive analytics, and statistical models to support mission objectives. * Build data pipelines and data processing workflows to support scalable ...

Position Description As an AI Engineer, you will leverage statistical and AI/ML algorithms to deliver advanced analytics, including predictive analysis and modeling, pattern-of-life analysis, and ...

Deep knowledge of descriptive analytics, predictive modeling, prescriptive analytics, data visualization, regression analysis, decision trees, optimization, simulation, database querying, and data ...

Deep knowledge of descriptive analytics, predictive modeling, prescriptive analytics, data visualization, regression analysis, decision trees, optimization, simulation, database querying, and data ...

Deep knowledge of descriptive analytics, predictive modeling, prescriptive analytics, data visualization, regression analysis, decision trees, optimization, simulation, database querying, and data ...

Deep knowledge of descriptive analytics, predictive modeling, prescriptive analytics, data visualization, regression analysis, decision trees, optimization, simulation, database querying, and data ...

Deep knowledge of descriptive analytics, predictive modeling, prescriptive analytics, data visualization, regression analysis, decision trees, optimization, simulation, database querying, and data ...

Senior Data Scientist

Chantilly, VA · On-site

$154K - $278K/yr

Apply advanced data science techniques including exploratory data analysis, feature engineering, predictive modeling, hypothesis testing, and algorithm development * Integrate structured and ...

Deep knowledge of descriptive analytics, predictive modeling, prescriptive analytics, data visualization, regression analysis, decision trees, optimization, simulation, database querying, and data ...

Deep knowledge of descriptive analytics, predictive modeling, prescriptive analytics, data visualization, regression analysis, decision trees, optimization, simulation, database querying, and data ...

Senior Data Scientist

Chantilly, VA · On-site

$154K - $278K/yr

Apply advanced data science techniques including exploratory data analysis, feature engineering, predictive modeling, hypothesis testing, and algorithm development * Integrate structured and ...

Knowledge of statistical analysis, predictive modeling, and machine learning methods * Knowledge of Agile process or SAFe methodologies * Master's degree in Computer Science or STEM related field

Knowledge of statistical analysis, predictive modeling, and machine learning methods * Knowledge of Agile process or SAFe methodologies * Master's degree in Computer Science or STEM related field

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Predictive Modeling information

See Virginia salary details

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$58

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How much do predictive modeling jobs pay per hour?

As of Jun 12, 2026, the average hourly pay for predictive modeling in Virginia is $58.21, according to ZipRecruiter salary data. Most workers in this role earn between $52.21 and $67.69 per hour, depending on experience, location, and employer.

What are the key skills and qualifications needed to thrive in the Predictive Modeling position, and why are they important?

To thrive in Predictive Modeling, you need strong statistical analysis, data mining, and machine learning skills, often supported by a degree in statistics, computer science, mathematics, or a related field. Expertise with tools such as Python, R, SAS, or SQL, as well as knowledge of data visualization software, is commonly required, and certifications in data science or analytics are a plus. Strong problem-solving abilities, attention to detail, and effective communication are key soft skills for this role. Mastering these skills enables professionals to build accurate models, interpret data-driven results, and clearly communicate insights to stakeholders, which are critical for informed business decision-making.

What is a Predictive Modeling job?

A Predictive Modeling job involves using statistical techniques, machine learning algorithms, and data analysis to forecast future outcomes based on historical data. Professionals in this role build and test models to identify patterns, trends, and relationships in complex datasets. They commonly work in industries like finance, healthcare, and marketing to improve decision-making and optimize business processes. Strong skills in programming, data manipulation, and statistical analysis are essential for success in this role.

What is a predictive modeler?

A predictive modeler is a professional who develops statistical and machine learning models to forecast future outcomes based on historical data. They use tools like Python, R, or specialized software and often require knowledge of data analysis, statistics, and programming. Their work supports decision-making in various industries such as finance, marketing, and healthcare.

What jobs make $1,000,000 a year?

In predictive modeling, high-earning roles such as senior data scientists, machine learning engineers, and analytics directors can reach or exceed $1 million annually, especially in top tech companies or financial firms. These positions typically require advanced skills in statistical analysis, programming, and experience with big data tools, along with leadership responsibilities and often performance-based bonuses or equity.

Is 40 too late for data science?

Predictive modeling is a key role in data science, and age is not a barrier to entering the field. Many professionals transition into data science later in their careers by developing skills in programming, statistics, and tools like Python or R. Continuous learning and relevant experience are more important than age when pursuing a data science career.

What does a typical workday look like for someone working in predictive modeling?

A typical day in predictive modeling involves gathering and cleaning data, selecting relevant features, and building statistical or machine learning models to forecast trends or behaviors. You’ll regularly use programming languages and analytics tools to test model performance and iterate on results, while documenting findings and preparing reports for internal teams or clients. Collaboration is often required with data engineers, subject matter experts, and business leaders to ensure that models align with organizational goals. Additionally, you may be tasked with presenting your insights to both technical and non-technical audiences, making strong communication skills essential for success in this role.

What job makes $10,000 a month without a degree?

Predictive modeling roles, such as data scientists or machine learning engineers, can earn $10,000 or more per month with significant experience and expertise in statistical analysis, programming, and data tools. These jobs often require strong skills in Python, R, or SQL and may involve working in tech, finance, or consulting environments, but typically do not require a formal degree if skills are demonstrated through portfolios or certifications.
What are the most commonly searched types of Predictive Modeling jobs in Virginia? The most popular types of Predictive Modeling jobs in Virginia are:
What are popular job titles related to Predictive Modeling jobs in Virginia? For Predictive Modeling jobs in Virginia, the most frequently searched job titles are:
What job categories do people searching Predictive Modeling jobs in Virginia look for? The top searched job categories for Predictive Modeling jobs in Virginia are:
Data Scientist - TS/SCI

Data Scientist - TS/SCI

Kentro

Charlottesville, VA

Full-time

Medical, Retirement, PTO

Posted 13 days ago


Job description

Overview

Thank you for considering IT Concepts dba Kentro, where innovation drives opportunity and collaboration leads to success. Our dynamic community of experts is fully committed to advancing our customers' missions, fostering professional growth, and making a positive impact on our communities. By joining our supportive community, you will find that Kentro is dedicated to your personal and professional development. Together, we can drive meaningful change, spark innovation, and achieve extraordinary milestones.

Kentro is seeking a Data Scientist with an active TS/SCI security clearance to support mission-driven analytics and data initiatives for U.S. government customers. In this role, you will analyze large and complex datasets to uncover insights, develop predictive models, and build data-driven solutions that support operational, intelligence, and strategic decision-making.

Location: Onsite in Charlottesville, VA

Responsibilities
  • Analyze large, structured and unstructured datasets to identify patterns, trends, and actionable insights.
  • Conducts data mining, exploratory analysis, and uses scientific techniques to correlate data into graphical, written, visual and verbal narrative products.
  • Develop and implement machine learning models, predictive analytics, and statistical models to support mission objectives.
  • Build data pipelines and data processing workflows to support scalable analytics solutions.
  • Create data visualizations, dashboards, and reports to communicate findings clearly to stakeholders.
  • Collaborate with data engineers, software developers, and mission analysts to integrate data science solutions into operational systems.
  • Perform data cleaning, feature engineering, and exploratory data analysis (EDA).
  • Apply advanced statistical methods and machine learning techniques to solve complex analytical problems.
  • Support data-driven decision-making across government mission areas.
  • Document methodologies, models, and analytical results.
  • Contribute to Agile development cycles and technical design discussions. 
Qualifications
  • Bachelor's or Master's degree in Data Science, Computer Science, Statistics, Mathematics, or related quantitative field.
  • 3+ years of professional experience in data science, analytics, or machine learning supporting software development, analytics or mission-focused systems.
  • Strong proficiency in Python or R for data analysis and modeling. 
  • Experience with data manipulation and analysis libraries (Pandas, NumPy, SciPy, or similar).
  • Experience building data models and analytic capabilities that integrate into production software systems.
  • Experience with machine learning frameworks such as Scikit-learn, TensorFlow, or PyTorch. 
  • Strong understanding of statistics, probability, and predictive modeling and experience applying these to real-world datasets.
  • Experience with data visualization tools such as Tableau, Power BI, Matplotlib, or Plotly.
  • Familiarity with SQL and relational databases.
  • Experience supporting DoD, the Intelligence community, or other federal agency.
  • Ability to communicate complex analytical concepts clearly to technical and non-technical audiences. 
  • Certified in machine learning, data analytics, or cloud platforms.
  • IAT Level II or III certified

Preferred Qualifications:

  • Experience supporting Department of Defense (DoD), Intelligence Community (IC), or Federal Civilian agencies.
  • Experience working with large-scale data platforms (Spark, Hadoop, Databricks).
  • Familiarity with cloud environments such as AWS, Azure, or Google Cloud.
  • Experience building AI/ML solutions for operational or mission systems.
  • Knowledge of natural language processing (NLP), computer vision, or graph analytics. 
  • Experience with data engineering concepts and ETL pipelines. 
  • Familiarity with DevSecOps and MLOps practices. 
  • Experience with geospatial analytics or time-series analysis. 
  • Understanding of data governance, security, and compliance frameworks (NIST, FedRAMP, etc.). 
  • Experience working in classified environments or SCIF settings. 

Clearance Requirement:

  • Active U.S. Security Clearance (TS/SCI)

Preferred Personal Attributes:

  • Strong analytical and problem-solving mindset.
  • Curiosity and passion for discovering insights through data.
  • Ability to work independently in mission-focused environments.
  • Strong communication and collaboration skills.
  • Detail-oriented with a focus on accuracy and reproducibility in analysis. 
Benefits

The Company

We believe in generating success collaboratively, enabling long-term mission success, and building trust for the next challenge. With you as our partner, let's solve challenges, think innovatively, and maximize impact. As a valued member of our team, you have the unique opportunity to work in a diverse range of technology and business career paths, all while supporting our nation and delivering innovative technology solutions. We are a close community of experts that pride ourselves on creating an environment defined by teamwork, dedication, and excellence.

We hold three ISO certifications (27001:2013, 20000-1:2011, 9001:2015), two CMMI ML 3 ratings (DEV and SVC) and CMMC Level 2 Certification.

Industry Recognition

Growth | Inc 5000's Fastest Growing Private Companies, DC Metro List Fastest Growing; Washington Business Journal: Fastest Growing Companies, Top Performing Small Technology Companies in Greater D.C.

Culture | Northern Virginia Technology Council Tech 100 Honoree; Virginia Best Place to Work; Washington Business Journal: Best Places to Work, Corporate Diversity Index Winner - Mid-Size Companies, Companies Owned by People of Color; Department of Labor's HireVets for our work helping veterans transition; SECAF Award of Excellence finalist; Victory Military Friendly Brand; Virginia Values Veterans (V3); Cystic Fibrosis Foundation Corporate Breath Award

Benefits

We offer competitive benefits package including paid time off, healthcare benefits, supplemental benefits, 401k including an employer match, discount perks, rewards, and more.  We invest in our employees - Every employee is eligible for education reimbursement for certifications, degrees, or professional development.  Reimbursement amounts may fluctuate due to IRS limitations. We want you to grow as an expert and a leader and offer flexibility for you to take a course, complete a certification, or other professional growth and networking. We are committed to supporting your curiosity and sustaining a culture that prioritizes commitment to continuous professional development.

We work hard; we play hard. Kentro is committed to incorporating fun into every day. We dedicate funds for activities - virtual and in-person - e.g., we host happy hours, holiday events, fitness & wellness events, and annual celebrations. In alignment with our commitment to our communities, we also host and attend charity galas/events. We believe in appreciating your commitment and building a positive workspace for you to be creative, innovative, and happy.

Commitment Equal Opportunity Employment & VEVRAA

Kentro is an equal opportunity employer.  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 or local law.

Kentro is strongly committed to compliance with VEVRAA and other applicable federal, state, and local laws governing equal employment opportunity. We have developed comprehensive policies and procedures to ensure our hiring practices align with these requirements.

As part of our VEVRAA compliance efforts, Kentro has established an equal opportunity plan outlining our commitment to recruiting, hiring, and advancing protected veterans. This plan is regularly reviewed and updated to ensure its effectiveness.

We encourage protected veterans to self-identify during the application process. This information is strictly confidential and will only be used for reporting and compliance purposes as required by law. Providing this information is voluntary and will not impact your employment eligibility.

Our commitment to equal employment opportunity extends beyond legal compliance. We are dedicated to fostering an inclusive workplace where all employees, including protected veterans, are treated with dignity, respect, and fairness.

How to Apply

To apply to Kentro Positions- Please click on the job link and then click the blue "Apply" button at the top right of Job Description. Please upload your resume and complete all the application steps. You must fully submit the application for Kentro to consider you for a position.  If you need alternative application methods, please email careers@kentro.us and request assistance.  

Accommodations

To perform this job successfully, an individual must be able to perform each essential duty satisfactorily. Reasonable Accommodations may be made to enable qualified individuals with disabilities to perform the essential functions. If you need to discuss reasonable accommodations, please email careers@kentro.us.  

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Employment Type: FULL_TIME