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Knowledge Engineering Jobs in Virginia (NOW HIRING)

KBR, Inc.

Knowledge Manager III

Arlington, VA · On-site

$131K - $134K/yr

KBR's work is at the forefront of engineering, logistics, operations, science, program management, mission IT and cybersecurity solutions. * Collaborative Environment: Be part of a dynamic team that ...

KBR

Knowledge Manager III

Arlington, VA · On-site

KBR's work is at the forefront of engineering, logistics, operations, science, program management, mission IT and cybersecurity solutions. * Collaborative Environment: Be part of a dynamic team that ...

KBR, Inc.

Knowledge Manager II

Arlington, VA · On-site

$121K - $128K/yr

KBR's work is at the forefront of engineering, logistics, operations, science, program management, mission IT and cybersecurity solutions. * Collaborative Environment: Be part of a dynamic team that ...

KBR

Knowledge Manager II

Arlington, VA · On-site

$121K - $128K/yr

KBR's work is at the forefront of engineering, logistics, operations, science, program management, mission IT and cybersecurity solutions. * Collaborative Environment: Be part of a dynamic team that ...

QBE LLC (Federal)

Senior Analyst (Knowledge)

Haymarket, VA · Remote

$86K - $114K/yr

BA in Computer Science, Engineering. Information Services or an equivalent combination of education ... Knowledge Management process experience * Familiar with Agile development processes. * Ability to ...

NDI Engineering

Engineering Technician

Norfolk, VA · On-site

$95K - $105K/yr

Knowledge of DMSMS processes and obsolescence research * Proficient in configuration management ... NDI provides engineering and technical services to Government clients chartered with responsibility ...

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Knowledge Engineering information

What does a knowledge engineer do?

A knowledge engineer designs, develops, and maintains systems that capture and organize knowledge for artificial intelligence and expert systems. They analyze domain data, create ontologies, and implement knowledge bases using tools like logic programming and semantic technologies. Strong analytical skills and understanding of data modeling are essential for this role.

What is knowledge engineering?

Knowledge engineering is a field within artificial intelligence that focuses on creating systems capable of simulating human decision-making and reasoning. It involves gathering, organizing, and structuring information so that computers can use it to solve complex problems. Knowledge engineers work to build knowledge bases and rule-based systems, often collaborating with domain experts to codify expertise into a form that machines can process. This discipline is fundamental in the development of expert systems, intelligent agents, and modern AI applications.

What is the difference between Knowledge Engineering vs Data Scientist?

AspectKnowledge EngineeringData Scientist
Required CredentialsTypically degrees in computer science, AI, or related fields; certifications in knowledge systemsDegrees in statistics, computer science, or mathematics; certifications in data analysis or machine learning
Work EnvironmentDeveloping knowledge bases, expert systems, and AI applications in tech or research settingsAnalyzing data, building predictive models, and deriving insights in various industries
Employer & Industry UsageUsed in AI development, research institutions, and tech companiesUsed across finance, healthcare, marketing, and tech sectors

While both roles involve working with data and AI, Knowledge Engineers focus on creating structured knowledge bases and expert systems, whereas Data Scientists analyze data to extract insights and build predictive models. Understanding these differences helps in choosing the right career path or job focus.

How does a knowledge engineer typically collaborate with subject matter experts during a project?

Knowledge Engineers frequently work closely with subject matter experts (SMEs) to extract, structure, and formalize domain knowledge into usable formats for AI systems or knowledge bases. This collaboration often involves conducting interviews, facilitating workshops, and reviewing documentation to ensure complex concepts are accurately captured. Effective communication and iterative feedback are key, as Knowledge Engineers must bridge the gap between technical requirements and expert insights. This teamwork helps ensure that the resulting system is both technically sound and aligned with real-world practices.

How much does a knowledge engineer make?

A knowledge engineer's salary typically ranges from $70,000 to $130,000 annually, depending on experience, education, and location. Senior roles or those with specialized skills in AI, machine learning, or data management can earn higher salaries. Many positions also require proficiency with tools like ontologies, semantic web technologies, and knowledge representation languages.

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

To thrive as a Knowledge Engineer, you need a strong background in computer science, logic, and data modeling, often supported by a relevant degree. Familiarity with knowledge representation systems, ontologies, semantic web technologies, and tools like Protégé is typically required, along with experience in programming languages such as Python or Java. Strong analytical thinking, problem-solving abilities, and clear communication skills help you collaborate with subject matter experts and translate complex information into structured formats. These skills are critical for building effective knowledge-based systems that drive intelligent decision-making and organizational efficiency.
What are popular job titles related to Knowledge Engineering jobs in Virginia? For Knowledge Engineering jobs in Virginia, the most frequently searched job titles are:
What job categories do people searching Knowledge Engineering jobs in Virginia look for? The top searched job categories for Knowledge Engineering jobs in Virginia are:
Knowledge Engineering jobs near you
Infographic showing various Knowledge Engineering job openings in Virginia as of August 2026, with employment types broken down into 1% As Needed, 77% Full Time, 18% Part Time, 1% Temporary, and 3% Contract. Highlights an 91% Physical, 2% Hybrid, and 7% Remote job distribution.

22847 - Eng Traffic

Virginia Department of Transportation

Colonial Heights, VA • On-site

$77K - $125K/yr

Full-time

Posted 17 days ago

Virginia Department Of Transportation rating

7.3

Company rating: 7.3 out of 10

Based on 19 frontline employees who took The Breakroom Quiz

594th of 844 rated public administrative organizations

Job description


Conduct complex traffic engineering studies including, but not limited to traffic signal studies and modifications, speed studies, roadway and pedestrian safety and capacity analyses and special studies. May oversee consultant staff performing traffic engineering studies. Provide technical advice, guidance and training regarding assigned engineering program areas. Prepare analyses, reports, and recommendations based on engineering determinations. Provide engineering support and consultation related to engineering program area. Effectively manage assigned projects to ensure timely and accurate completion. Communicate with internal VDOT staff, local government staff, consultants, citizens and FHWA regarding transportation projects and programs.
How you will contribute:
  • Analysis and Technical Reporting: Analyze and interpret engineering data and information. Prepare complete, clear and concise reports and recommendations.
  • Communication: Establish an effective line of communication between VDOT, contractors, government agencies and the public. Investigate issues and resolve complaints.
  • Conduct Traffic Engineering Studies: Conduct complex traffic signal studies and modifications, roadway and pedestrian safety and capacity analyses, speed studies, and other special studies are conducted appropriately in accordance with traffic engineering principles.
  • Engineering Process Management: Use established VDOT policies and procedures in the development and delivery of engineering projects. Engineering projects are completed in compliance with state and federal laws and regulations.
  • Manage Assigned Activities: Plan, schedule and coordinate engineering program activities such that deliverables are met within the established scope and timeline.
  • Project Engineering: Assist in the management of projects and tasks including development of and managing the scope, schedule, budget, deliverables, change management, quality, and status reports. Complete multiple concurrent tasks and assignments, and report updates on their status.
  • Special Assignments: Manage special program initiatives and projects as assigned. Serve and represent VDOT or assigned program area on various committees and work groups.
  • Systems Operations Improvement: Assist in the identification and development of projects to improve transportation system operations, safety, and capacity. Proactively identify transportation improvement projects during study efforts. Coordinate project identification efforts.
  • Teamwork and Customer Service: Demonstrates customer service and work habits that reflect the VDOT Values, and coordinates the flow of information both orally and in writing.

    • What will make you successful:
  • Ability to apply engineering principles and practices.
  • Ability to collect and analyze traffic related data and develop recommendations and reports.
  • Ability to communicate effectively orally and in writing with diverse groups.
  • Ability to design plans for traffic control devices, incorporating traffic engineering requirements into roadway plans and making recommendations for plan changes.
  • Ability to draw rational conclusions and develop solutions from analysis; make independent decisions; and manage multiple assignments.
  • Ability to enforce and demonstrate safety behaviors, as well as advocate and practice safety in everyday work activities.
  • Ability to establish and maintain effective working relationships with others.
  • Ability to interpret technical data and prepare and maintain detailed reports.
  • Ability to manage multiple projects and priorities with competing deadlines and limited resources.
  • Ability to negotiate outcomes and work with diverse customer groups.
  • Ability to provide detailed reports on review findings.
  • Ability to read and understand highway construction plans.
  • Extensive knowledge of traffic engineering principles, practices and standards.
  • Knowledge engineering specifications and standards.
  • Knowledge of VDOT, state, and federal policies and procedures relating to transportation engineering.
  • Knowledge of project management procedures and principles.
  • Skill in conducting traffic engineering studies involving traffic operations, traffic control devices, and roadway and pedestrian safety and capacity issues.
  • Skill in providing and promoting good customer service to internal and external customers.
  • Skill in the use of computers and software applications to include MS Office, project management and engineering software programs.
  • Skill in the use of computers and software applications to include traffic engineering and design software such as CADD, MicroStation, Highway Capacity Software, Synchro, CORSIM, SYDRA, etc.

    • Minimum Qualifications:
  • Considerable experience gathering data, developing recommendations and making presentations.
  • Experience collecting and analyzing traffic related data.
  • Experience designing plans for traffic control devices, incorporating traffic engineering requirements into roadway plans and making recommendations for plan changes.
  • Experience in conducting traffic engineering studies involving traffic operations, traffic control devices, and roadway and pedestrian safety and capacity issues.
  • Extensive knowledge of traffic engineering principles, practices and standards.
  • Skilled in the use of computers and software applications to include traffic engineering and design software such as CADD, MicroStation, Highway Capacity Software, Synchro, CORSIM, SYDRA, etc.

    • Additional Considerations:
  • A combination of training, experience, or education in Civil Engineering or related field desired.

    • Click below to learn more about the Competency Model associated with this Position:
    Competency Model
    Physical Requirements
    Physical Requirements
    VDOT employees must abide by VDOTs Code of Ethics and the Commonwealths Standards of Conduct.
    VDOT Code of Ethics
    Standards of Conduct
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    Physical Requirements
    Physical Requirements

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