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Knowledge Engineering Jobs in Florida (NOW HIRING)

We are seeking an experienced Knowledge Management Architect who will develop the infrastructure and processes necessary to capture, share, and utilize organizational knowledge gained through ...

Principal Software Engineer (Python)

Sunrise, FL · On-site +1

$128K - $172K/yr

Collaborate with the Knowledge Engineering team to build automated workflows for Ontology Management and Entity Linking , eliminating single-resource bottlenecks and manual curation constraints.

Demonstrates expert knowledge and capacity in programming and commissioning of new systems. * Demonstrates fundamental knowledge and capacity in networking and storage calculations. * Networking and ...

Demonstrates expert knowledge and capacity in programming and commissioning of new systems. * Demonstrates fundamental knowledge and capacity in networking and storage calculations. * Networking and ...

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Knowledge Engineering information

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 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.

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.

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 much does a knowledge engineer make?

The average salary for a knowledge engineer typically ranges from $80,000 to $130,000 annually, depending on experience, education, and location. Knowledge engineers often work with AI, machine learning, and data management tools, and advanced skills can lead to higher compensation.

How to become a knowledge engineer?

To become a knowledge engineer, typically a bachelor's degree in computer science, information systems, or a related field is required, along with skills in knowledge representation, logic, and programming languages such as Python or Java. Experience with artificial intelligence, machine learning, and knowledge management tools is also valuable, and some roles may prefer candidates with advanced degrees or certifications in relevant areas.

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 information, create ontologies, and use tools like knowledge bases and reasoning algorithms to enable machines to simulate human decision-making. Strong skills in logic, data modeling, and programming are essential for this role.

What are popular job titles related to Knowledge Engineering jobs in Florida?

For Knowledge Engineering jobs in Florida, the most frequently searched job titles are:

What job categories do people searching Knowledge Engineering jobs in Florida look for?

The top searched job categories for Knowledge Engineering jobs in Florida are:

What cities in Florida are hiring for Knowledge Engineering jobs?

Cities in Florida with the most Knowledge Engineering job openings:

Infographic showing various Knowledge Engineering job openings in Florida as of August 2026, with employment types broken down into 1% As Needed, 79% Full Time, 18% Part Time, and 2% Contract. Highlights an 89% Physical, 3% Hybrid, and 8% Remote job distribution.

Knowledge Engineer

Tallahassee, FL • On-site

Cook Systems
IT Services • 201 - 500 employees

Full-time

Medical, Dental, Vision, Life, Retirement

Posted 6 days ago


Job description

About Cook Systems
Since 1990, Cook Systems has partnered with organizations across the country to solve technology challenges and build strong technology teams. As a veteran-owned IT consulting company, we combine decades of industry experience with a continued focus on how technology, AI, and the way people work are evolving.
Our work spans technology consulting, talent development, and AI-enabled solutions. We value people who take ownership, adapt quickly, communicate well, and care about the quality of their work. Whether you're early in your career or bringing years of experience, you'll have the opportunity to keep building your skills, contribute to meaningful client work, and grow with a company that continues to evolve with the industry.
Summary: We are seeking an experienced Knowledge Management Architect who will develop the infrastructure and processes necessary to capture, share, and utilize organizational knowledge gained through successful system interventions. The role involves overseeing the identification of critical knowledge, its usage, availability, and aligning it with the needs of various business groups. The ideal candidate will facilitate the development of knowledge architecture and standards, partnering with operations staff to ensure the delivery of knowledge and information to appropriate groups.
Responsibilities:
  • Develop and implement infrastructure and processes to capture and share organizational knowledge.
  • Oversee the identification and utilization of critical knowledge across business groups.
  • Model information sources, flows, and critical paths to understand how information is transformed into knowledge.
  • Facilitate the development of supporting knowledge architecture and standards.
  • Define an operational framework to implement delivery systems, systems management, and security frameworks.
  • Collaborate with IT groups to ensure cohesive cross-functional decision-making.
  • Provide leadership in making complex IT and business decisions.
  • Coach and mentor junior technical staff, acting as a subject matter expert on high-complexity projects.

Required Skills:
  • Bachelor's or Master's degree in Computer Science, Information Systems, Business Administration, or related field, or equivalent work experience.
  • A minimum of 7 years of IT and business/industry work experience.
  • Expertise in process and data modeling, architectural development methodologies, and IT planning methodologies.
  • Strong knowledge of document management, groupware, relational database systems, data warehouse, and data mining.
  • Experience in web and systems analysis/development.
  • Proven leadership skills with the ability to gain credibility with business leaders and stakeholders.
  • Ability to work on high-complexity projects and make informed decisions across multiple technical areas and business segments.

#Ll-Onsite
Benefits at Cook Systems
We want our employees to have benefits that support their health, financial well-being, and life outside of work. Eligible Cook Systems employees have access to a comprehensive benefits package beginning the first of the month following their hire date, including:
  • Medical coverage through Blue Cross Blue Shield, with two plan options
  • Dental and vision coverage
  • Life, critical illness, and accident insurance through Unum
  • Flexible Spending Account and Dependent Care FSA options through Navia
  • Health Gap Insurance through Sun Life
  • 401(k) retirement plan through The Standard, with eligibility after six months

Beyond benefits, Cook Systems is a place where we expect people to take ownership of their work, communicate openly, continue learning, and contribute to the teams and clients they support.
We have been building technology careers and client partnerships for more than three decades, and we continue to evolve with the industry. If you're looking for an opportunity to do meaningful work, develop your capabilities, and be part of what comes next in technology, we'd like to hear from you.