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Data Engineer Ml Jobs in Virginia (NOW HIRING)

Nalley Consulting

Data Engineer - Sr

Charlottesville, VA · On-site

$109K - $131K/yr

Data Engineer LCAT: Senior Location: Charlottesville, VA Required clearance: TS/SCI and current CI ... Creating various ML-based tools or processes such as recommendation engines or automated lead ...

Credence

Data Engineer

Mclean, VA

$115K - $139K/yr

Data Lake & Warehouse Engineering Manage and organize large datasets across cloud platforms (e.g ... Professional Growth Stay current on AI/ML trends and tools and actively learn from senior team ...

Closure Technologies

Data Engineer

Chantilly, VA · On-site

$118K - $142K/yr

Closure Technologies is seeking a Data Engineer that will leverage their development skills and ... Preferred : • Experience deploying systems that leverage AI/ML technology • Experience ...

Nalley Consulting

Data Engineer - Sr

Charlottesville, VA · On-site

$109K - $131K/yr

Data Engineer LCAT: Senior Location: Charlottesville, VA Required clearance: TS/SCI and current CI ... Creating various ML-based tools or processes such as recommendation engines or automated lead ...

M9 Solutions

Data Engineer

Springfield, VA · On-site

$60K - $180K/yr

M9 Solutions is seeking a Data Engineer to work onsite in support of a government contract for a ... AI/ML Integration: Collaborate with data scientists to integrate LLMs and ML models into pipelines ...

ManTech

Data Engineer

Chantilly, VA

$114K - $190K/yr

The Data Engineer will leverage their development skills and experience to support the successful ... Preferred Qualifications : * Experience deploying systems that leverage AI/ML technology.

ManTech International

Data Engineer

Chantilly, VA · On-site

$114K - $190K/yr

The Data Engineer will leverage their development skills and experience to support the successful ... Preferred Qualifications : * Experience deploying systems that leverage AI/ML technology.

D&G Support Services, LLC

Data Engineer

Fort Belvoir, VA · On-site

$125K - $150K/yr

Data Engineer Onsite | Fort Belvoir, Virginia | IAT Level II Required/Secret Clearance If you want ... ML initiatives by preparing and structuring datasets for downstream model development. • ...

Booz Allen Hamilton

Data Engineer

Chantilly, VA

$77K - $176K/yr

Data Engineer The Opportunity: Ever-expanding technology and collection methodologies means that ... Knowledge of the ML lifecycle and concepts to develop an MLOps ecosystem * Top Secret clearance

Booz Allen Hamilton, Inc.

Data Engineer

Chantilly, VA · On-site

$77K - $176K/yr

Data Engineer The Opportunity: Ever-expanding technology and collection methodologies means that ... Knowledge of the ML lifecycle and concepts to develop an MLOps ecosystem * Top Secret clearance

ECS

Jr Data Engineer

Springfield, VA · On-site

$119K - $143K/yr

Support the integration of ML algorithms for testing and operational deployment * Assist with the ... Data Science, Computer Science or Computer Engineering. Relevant course work may be considered as a ...

Booz Allen Hamilton, Inc.

Data Engineer

Chantilly, VA · On-site +1

$77K - $176K/yr

Share Data Engineer The Opportunity: Ever-expanding technology and collection methodologies means ... Knowledge of the ML lifecycle and concepts to develop an MLOps ecosystem * Top Secret clearance

Booz Allen Hamilton, Inc.

Data Engineer

Chantilly, VA · On-site +1

$77K - $176K/yr

Share Data Engineer The Opportunity: Ever-expanding technology and collection methodologies means ... Knowledge of the ML lifecycle and concepts to develop an MLOps ecosystem * Top Secret clearance

Cornerstone Defense

Chief Data Engineer

Chantilly, VA · On-site

$117K - $140K/yr

Job #3772 Position Chief Data Engineer Work Location McLean, VA Security Clearance TS/SCI with ... Normalize and standardize data for incorporation into AI/ML enabled analytical methodologies.

Booz Allen Hamilton

Data Engineer

Chantilly, VA · On-site

$77K - $176K/yr

R0239070 Data Engineer The Opportunity: Ever-expanding technology and collection methodologies ... Knowledge of the ML lifecycle and concepts to develop an MLOps ecosystem * Top Secret clearance

Booz Allen Hamilton

Data Engineer

Chantilly, VA · On-site

$62K - $141K/yr

Data Engineer The Opportunity: Ever-expanding technology and collection methodologies means that ... Knowledge of the ML lifecycle and concepts to develop an MLOps ecosystem * Top Secret clearance

Booz Allen Hamilton

Data Engineer

Chantilly, VA · On-site

$77K - $176K/yr

R0244707 Data Engineer The Opportunity: Ever-expanding technology and collection methodologies ... Knowledge of the ML lifecycle and concepts to develop an MLOps ecosystem * Top Secret clearance

Booz Allen Hamilton

Data Engineer

Chantilly, VA · On-site

$62K - $141K/yr

R0246480 Data Engineer The Opportunity: Ever-expanding technology and collection methodologies ... Knowledge of the ML lifecycle and concepts to develop an MLOps ecosystem * Top Secret clearance

Booz Allen Hamilton

Data Engineer

Chantilly, VA · On-site

$77K - $176K/yr

Data Engineer The Opportunity: Ever-expanding technology and collection methodologies means that ... Knowledge of the ML lifecycle and concepts to develop an MLOps ecosystem * Top Secret clearance

Booz Allen Hamilton, Inc.

Data Engineer

Chantilly, VA · On-site

$77K - $176K/yr

Data Engineer The Opportunity: Ever-expanding technology and collection methodologies means that ... Knowledge of the ML lifecycle and concepts to develop an MLOps ecosystem * Top Secret clearance

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All JobsData Engineer Ml JobsData Engineer Ml Jobs in Virginia

Data Engineer Ml information

What are the key skills and qualifications needed to thrive as a data engineer ML?

To thrive as a Data Engineer ML, you need strong programming skills (especially in Python or Scala), knowledge of data modeling, and a solid foundation in database technologies, typically supported by a degree in computer science or a related field. Familiarity with big data frameworks (like Spark or Hadoop), cloud platforms (AWS, GCP, or Azure), and ETL tools, as well as relevant certifications, is highly beneficial. Excellent problem-solving abilities, teamwork, and clear communication help you collaborate with data scientists and stakeholders effectively. These skills are essential for building robust data pipelines and infrastructure that enable scalable, high-quality machine learning solutions.

What does a data engineer ML do?

A Data Engineer ML (Machine Learning) is responsible for designing, building, and maintaining the data pipelines and infrastructure necessary for machine learning applications. They clean, process, and organize large datasets to ensure data quality and accessibility for data scientists and ML engineers. In addition, they may work on deploying machine learning models to production environments and optimizing data workflows for efficiency and scalability.

What is the difference between Data Engineer Ml vs Data Scientist?

AspectData Engineer MlData Scientist
Required CredentialsBachelor's in CS, Data Engineering certificationsBachelor's/Master's in CS, Data Science certifications
Work EnvironmentBuilding data pipelines, managing databasesAnalyzing data, creating models
Employer & Industry UsageTech companies, finance, healthcareResearch institutions, tech firms, finance

Data Engineer Ml focuses on developing and maintaining data infrastructure and pipelines, while Data Scientists analyze data and build predictive models. Both roles often collaborate but serve different functions within data teams.

How do data engineer ML roles typically collaborate with data scientists and machine learning engineers on projects?

Data Engineer ML professionals work closely with data scientists and machine learning engineers by building and maintaining robust data pipelines, ensuring clean and reliable datasets are readily available for modeling and analysis. They often participate in meetings to understand model requirements, help optimize data storage for performance, and support the deployment of machine learning models into production environments. Effective collaboration involves continuous communication to troubleshoot data issues, implement data validation, and scale solutions as project needs evolve. This teamwork ensures that data-driven projects move efficiently from experimentation to deployment.

What are popular job titles related to Data Engineer Ml jobs in Virginia?

For Data Engineer Ml jobs in Virginia, the most frequently searched job titles are:

What job categories do people searching Data Engineer Ml jobs in Virginia look for?

The top searched job categories for Data Engineer Ml jobs in Virginia are:

What cities in Virginia are hiring for Data Engineer Ml jobs?

Cities in Virginia with the most Data Engineer Ml job openings:

Data Engineer Ml jobs near you
Infographic showing various Data Engineer Ml job openings in Virginia as of August 2026, with employment types broken down into 1% As Needed, 85% Full Time, 11% Part Time, and 3% Contract. Highlights an 86% Physical, 4% Hybrid, and 10% Remote job distribution.

Data Engineer - Sr

Nalley Consulting

Charlottesville, VA • On-site

$109K - $131K/yr

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Re-posted 9 days ago

Job description

Join the mission on the Nalley Consulting team.
Position: Data Engineer
LCAT: Senior
Location: Charlottesville, VA
Required clearance: TS/SCI and current CI poly
Required experience and education: Bachelor's degree or equivalent experience; CompTIA Security+ certification
Description
You'll use your expertise to help build advanced technology solutions and lead data engineering activities on some of the most mission-driven projects in the industry. You'll guide data engineering activities by overseeing the development and deployment of pipelines and platforms that organize and make disparate data meaningful.
You'll mentor a multi-disciplinary team of analysts, data engineers, developers, and data consumers in a fast-paced, agile environment. You'll use your expertise in analytical exploration and data examination while you oversee the assessment, design, building, and maintenance of scalable platforms for your clients.
Duties
This role encompasses both Data Science and Data Engineering disciplines and requires raw coding experience without AI assisted IDEs. Duties typically include:
  • Conducting data analytics, data engineering, data mining, exploratory analysis, predicative analysis, and statistical analysis, and uses scientific techniques to correlate data into graphical, written, visual and verbal narrative products, enabling more informed analytic decisions.
  • Proactively retrieving information from various sources, analyzes it for better understanding about the data set, and builds AI tools that automate certain processes. Creating various ML-based tools or processes such as recommendation engines or automated lead scoring systems.
  • Performing statistical analysis, applies data mining techniques, and builds high quality prediction systems.
  • Utilizing skills in data visualization and graphical applications, including Microsoft Office (Power BI) and Tableau; major data science languages, such as R and Python; managing and margining of disparate data sources, preferably through Python, or SQL; statistical analysis; and data mining algorithms.
  • Utilizing experience with large data Multi-INT analytics, ML, and automated predicative analytics.

Required qualifications
  • 3+ years of experience designing, developing, operationalizing, and maintaining complex data applications
  • 3+ years of experience with raw coding of Python or Java, PostgreSQL or similar databases
  • 3+ years of experience developing code for data manipulation, data analysis, or data modeling
  • Experience creating and integrating code for retrieving, parsing, and processing data across multiple systems or applications
  • Experience developing scripts and programs for converting various types of data into usable formats and supporting project teams to scale, monitor, and operate data platforms in support of specific mission goals
  • Experience in the development of algorithms leveraging Python and SQL
  • Experience with Python data science and visualization packages
  • Experience with leading the development of solutions to complex problems
  • Experience working within a TS environment with onsite development tools
  • Experience with database administration or data analytics
  • Experience with structured and unstructured data
  • CompTIA Security+ certification
Desired qualifications
  • 12+ years of experience in Extract, Transform, and Load (ETL) processes
  • 7+ years of experience designing, developing, operationalizing, and maintaining complex data applications
  • 7+ years of experience with raw coding of Python or Java, PostgreSQL or similar databases
  • 7+ years of experience developing code for data manipulation, data analysis, or data modeling
  • 3+ years of experience with AI and ML implementation and development
  • Experience with DevSecOps tools, including GitHub
  • Experience working within the Intel Community
  • Experience with a cloud environment, including AWS, Microsoft Azure, or Google Cloud
  • Experience with Streamlit, Tkinter
  • Experience with Agile software development

ABOUT NALLEY CONSULTING
Nalley Consulting is a Service Disabled Veteran Owned Small Business working with prime partners to staff Department of Defense and Intelligence Community positions. Created by a U.S. Navy intelligence veteran, Nalley Consulting has grown to include multiple IDIQ vehicles in several states.
Nalley Consulting fringe benefits include:
  • Excellent medical, dental, and vision benefits
  • PTO
  • 11 paid federal holidays
  • Tuition assistance
  • Paid military-reserve leave
  • Paid parental leave for birth or adoption
  • 401k matching up to 5 percent of the base salary
  • Flex time
  • Company-paid short-term disability, long-term disability, and life insurance.

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