What Are Subject Matter Experts? Examples, Roles & Benefits

Are you facing a complex new project, struggling to get reliable information, or needing guidance in a niche area? Subject matter experts (SMEs) could be the key to cutting through the noise. These professionals bring deep, specialised knowledge in areas where general knowledge often falls short.

Tapping into their insights can help your company make informed decisions, solve specific challenges, and even uncover opportunities that might otherwise be missed.

What is a Subject Matter Expert (SME)?

A subject matter expert (SME) is a professional with specialised knowledge, extensive experience, and unique expertise within a specific field. SMEs are the highest authority in their particular area, capable of offering deep insights and effective solutions for complex issues. Rather than a title, their expertise and ability to provide valuable, actionable knowledge define an SME.

Subject Matter Expert vs Consultant

While consultants primarily act as advisors, SMEs are versatile in their roles and levels of involvement. A consultant is usually hired to design strategies for specific problems, typically working on short-term contracts before moving on to other clients.

Due to their influence and specialised knowledge, SMEs are often integrated into a company’s team and can also be employees. They provide ongoing expertise and build long-term relationships. Unlike consultants, who are generally project-focused, SMEs often offer broader, ongoing support across multiple areas.

Who Qualifies as a Subject Matter Expert?

To be qualified as a subject matter expert, a professional should have either of the following:

• Academic Qualifications: Holds a Bachelor’s, Master’s, or PhD.
• Publications: Published case studies, research articles, conference papers, or presentations.
• Advanced Knowledge: Deep understanding of specialised concepts and practices.
• Industry Recognition: Respected by peers, often with endorsements or certifications.
• Credibility: Proven track record through peer reviews, industry contributions, top industry listings, and a strong network of expert supporters.
• Field Experience: At least 10 years of professional experience in the industry or 5 years in a specific role.

Examples Of Subject Matter Experts

• Instructional Design Experts focus on creating structured, effective learning materials that cater to different types of learning styles. They ensure training content is well-organised, engaging, and easy to absorb, helping employees retain and apply knowledge in their roles.
• Learning Analytics Specialists track and interpret learning data to evaluate training effectiveness. Analysing trends and metrics allows them to provide insights that help organisations refine their programs for greater impact and alignment with business objectives.
• Leadership Development Coaches work with employees to build core leadership skills, such as decision-making and team management. Their guidance helps companies cultivate leaders who are prepared to advance organisational goals and drive team performance.
• Virtual Training Facilitators specialise in delivering training sessions in virtual settings, using virtual learning environments, tools and techniques that keep participants engaged online. Their expertise ensures that remote learning experiences are interactive and effective, regardless of physical distance.
• Content Development Specialists create relevant and accurate training materials, often collaborating with other SMEs to meet specific learning goals. Their work ensures that training content is clear and aligned with business needs.
• Behavioural Psychologists bring insights into human motivation and behaviour, contributing to training designs that resonate with diverse personalities. Their understanding of psychology helps tailor training to optimise learning outcomes.
• Learning Technology Experts are skilled in using and implementing cutting-edge learning technologies, such as learning management systems and AI tools, to enhance the learning experience. They support organisations in integrating and troubleshooting digital learning solutions.
• Diversity, Equity, and Inclusion (DEI) Trainers focus on fostering inclusive work environments by educating employees on diversity, equity, and inclusion. They help create workplaces where collaboration and respect thrive, benefiting overall team dynamics and morale.
• Soft Skills Trainers specialise in helping employees improve workplace skills such as communication, emotional intelligence, and conflict resolution abilities. This training enhances team cohesion and customer relations, supporting a positive workplace culture.
• Compliance and Regulatory Training Experts ensure that employees are well-versed in industry regulations and compliance standards. They provide businesses with access to up-to-date training on legal and regulatory requirements, which helps companies mitigate risks and maintain industry standards.

Subject Matter Expert Roles

Subject matter expert roles cover a wide range of functions, with many SMEs often taking on multiple roles to meet business and training needs.

Research Partner: The subject matter expert is a crucial source of specialised information, guiding the research process to deepen understanding in niche areas. For example, companies may rely on them to uncover critical insights about emerging market trends.

Advisor: The subject matter expert provides strategic advice on specific processes, ensuring best practices are followed. For instance, they might be brought on to guide the implementation of a complex project, leveraging their expertise to optimise outcomes.

Assurer: The subject matter expert reviews business processes, systems, or solutions to ensure they meet set standards. Their evaluation brings credibility, as their expertise helps verify that all performance results are accurate and meaningful.

Technical Reviewer: The subject matter expert is a quality checker for technical accuracy within educational or training materials, ensuring content aligns with industry standards.

Competency Model Advisor: The subject matter expert shapes competency models, advising on the core skills and knowledge employees or learners should develop. Their expertise ensures these frameworks reflect real-world job requirements.

Knowledge Transfer Specialist: The subject matter expert oversees the transfer of complex knowledge within the organisation, working to make specialised information accessible and actionable for different teams or learners.

Program Quality Assurer: The subject matter expert ensures training programs meet quality benchmarks, assessing content relevance, instructional effectiveness, and learner engagement to maintain high standards.

Learner Needs Analyst: The subject matter expert identifies specific needs within the learning audience, using their insight to tailor content that meets varying skill levels and addresses common challenges.

Subject Matter Expert Responsibilities

Subject matter expert responsibilities may vary widely, but they often include the following:

• Answering critical questions from board members, management and other team members, providing clarity on complex topics.
• Offering insights on project performance objectives and establishing acceptable performance benchmarks.
• Assisting in creating new processes designed to enhance productivity and drive profitability.
• Aiding in the decision-making processes of team members by providing expert recommendations and evidence-based insights.
• Supporting the company in maximising resource usage, including technology and employee skill sets.
• Collaborating with instructional designers to ensure educational materials are accurate and effective.
• Evaluating existing programs or processes, identifying areas for improvement, and suggesting actionable changes.
• Facilitating specific knowledge transfer within the organisation ensures that expertise is shared and retained.
• Serving as a mentor to junior staff, guiding their professional development through shared knowledge and experience.

Given the nature of their profession, subject matter experts’ specific responsibilities depend on the organisation’s needs and the individual’s unique skills.

Essential Subject Matter Expert Skills and Qualities

• In-depth Knowledge: SMEs bring specialised expertise that supports accurate and efficient decision-making across the business. Their deep understanding of industry-specific topics aids in strategic planning, improving the quality of internal processes and the organisation’s competitive edge in the market.
• Strong Communication Skills: Clear communication skills enable SMEs to articulate complex ideas in ways that resonate with employees and leadership alike. This fosters better understanding and alignment across departments, aiding smoother workflows, reducing misunderstandings, and enhancing overall team cohesion.
• Analytical Thinking: Analytical skills help SMEs interpret data for training evaluation and broader business insights, like market trends or performance metrics. This ability to analyse and make data-driven recommendations adds value to decision-making and helps the organisation navigate competitive landscapes more effectively.
• Attention to Detail: SMEs’ precision ensures that business information—compliance documentation, operational plans, or client proposals—is accurate and well-executed. This reduces the risk of costly errors and enhances the quality of deliverables, strengthening the organisation’s credibility with clients and stakeholders.
• Collaborative Mindset: A collaborative approach enables SMEs to partner effectively with various teams, from marketing and operations to finance and HR. Their ability to work well with others enriches employee training programs and encourages cross-functional collaboration, leading to innovative solutions and more cohesive business strategies.
• Adaptability: Adaptability allows SMEs to respond quickly to market changes, technological advancements, and shifting business priorities. This flexibility supports business agility, making it easier for organisations to pivot and adapt to evolving demands, ensuring resilience and long-term success.
• Problem-Solving Ability: SMEs with solid problem-solving skills contribute to overcoming challenges in both learning and operational contexts. They bring a proactive approach to identifying and resolving issues, which helps reduce bottlenecks, streamline processes, and increase operational efficiency across the business.
• Commitment to Continuous Learning: SMEs prioritising continuous learning keep the organisation informed about the latest industry trends and emerging technologies. Their ongoing development supports the business in staying competitive, ensuring that employees and the company remain at the forefront of innovation and best practices.

The Importance of Subject Matter Experts

Subject matter experts play a crucial role in organisations by ensuring that specialised knowledge and industry insights are accessible across teams. Their involvement guarantees that content, processes, and decisions are aligned with the latest standards and best practices.

Using subject matter expert services ensures that companies benefit from precision and credibility, as SMEs bring a depth of expertise that enhances the accuracy and relevance of information shared across all levels.

Clear subject matter expert roles and responsibilities help streamline collaboration, as SMEs serve as valuable resources for cross-functional projects, innovation, and problem-solving. They provide insights that inform strategic decisions, reduce risks, and drive continuous improvement. Whether for compliance, product development, or quality assurance, SMEs ensure that all aspects of the business reflect the highest standards.

In a fast-evolving business landscape, subject matter experts are indispensable for organisations looking to stay competitive. Subject matter experts keep teams informed of current trends and regulations and support the organisation’s adaptability and growth, bridging the gap between specialised knowledge and everyday operations.

A case study from Indiana University School of Medicine (Cooper & Renshaw, 2023) highlights how having the right SME can make or break a project’s success.

Case Study: Choosing the Right SME for Success

In this case, an instructional design team created a Virtual Patient Experience (VPE) module on motivational interviewing. Initially, the team enlisted a family medicine physician as the SME. Although highly qualified, the physician’s expertise was not specialised enough for the project’s specific demands. Learner feedback soon revealed that the VPE module needed a complete overhaul.

Recognising the need for a more focused area of expertise, the team brought in a behavioural psychologist with extensive experience teaching motivational interviewing. This specialised knowledge significantly improved the project’s outcomes, underscoring the value of selecting an SME with the right qualifications for the task at hand.

Outcome: Enhanced Project Effectiveness

Engaging the right SME resulted in significant improvements in project feedback:

• Engagement: Positive feedback on the module’s clarity and relevance increased from 93% to 96%.
• Application: Learners’ confidence in applying the techniques improved from 85% to 87%.
• Interest: Preference for more modules like this one surged from 79% to 97%.

Key Takeaway

This case study illustrates the critical role SMEs play across different organisational initiatives. When the right subject matter expert roles and responsibilities are clearly defined and aligned with the project’s needs, organisations benefit from enhanced accuracy, relevance, and quality in their deliverables. Selecting the proper subject matter expert services can transform a project’s impact, helping the organisation meet its goals more effectively and maintain high-performance standards.

Benefits of Subject Matter Experts (SMEs)

• Enhanced Quality and Accuracy: Subject matter experts bring depth and precision, ensuring work meets high standards and reducing errors. Their insights align processes with best practices, creating consistent and reliable results.
• Efficient Problem-Solving: With advanced knowledge, SMEs swiftly identify root causes, minimising downtime and improving productivity. Their experience enables quick, practical solutions and streamlining workflows.
• Improved Training and Development: Subject matter experts design practical training that equips employees with relevant skills. Their real-world expertise makes learning more engaging and empowers teams to excel in their roles.
• Informed Decision-Making: SME insights provide crucial data and context, leading to well-informed decisions. This reduces risks and supports strategic, adaptable choices in dynamic markets.
• Competitive Advantage: Businesses maximise on subject matter experts knowledge to gain a competitive edge through superior products and services. SMEs help organisations stay ahead of industry trends, enhancing relevance and appeal.
• Increased Credibility and Trust: SMEs add credibility by demonstrating expertise in decisions and strategies building trust with clients, stakeholders, and team members. Their involvement signals a commitment to quality and informed action.

Steps to Complete Before You Look for an SME

Assess Your Resources

Determine if you have the budget and time to work effectively with subject matter experts. Finding the right SME can be challenging without sufficient resources, and there’s a risk of inefficiently using their time. If resources are limited, consider using the expertise within your existing team.

Identify Specific SME Requirements

Clarify the exact subject matter expertise you need. For instance, some projects may require an SME skilled in teaching a subject, not just practising it. Clearly outline the knowledge and skills necessary for your project to ensure you target the right expert.

Define Current Understanding of Procedures and Processes

Document your team’s current understanding of relevant procedures and processes. This creates a solid foundation for knowledge sharing, allowing the SME to compare and align their insights with your team’s perspective.

Prepare Your Employees

Ensure your employees approach the SME collaboration as a valuable learning opportunity. Encourage an open-minded and positive attitude so they are receptive to new knowledge and insights during the engagement with the SME.

5 Best Practices for Working with Subject Matter Experts

1. Adapt to Their Communication Style

Adjust your communication approach to match the SME’s style. For example, an account manager would appreciate concise, results-focused communication that highlights key insights and actionable items. They’re accustomed to fast-paced client interactions, so a straightforward, question-and-answer format can help keep the conversation efficient and relevant to their needs.

2. Create a Knowledge Map

Use a knowledge map—a visual tool linking key ideas—to structure your conversation and highlight gaps in understanding. This will help ensure accurate knowledge sharing and provide a reference for both you and the SME.

3. Use Teach-Back Strategy

It’s best practice to summarise what you’ve learned and “teach back” the information to the SME, but only after you’ve created a knowledge map. This timing prevents interruptions and enhances clarity, confirming mutual understanding without disrupting the conversation.

4. Set Clear Goals and Expectations

Another best practice is to clearly define the goals, objectives, and expected outcomes before engaging with the SME. This clarity helps the SME focus on the most relevant areas of their expertise, streamlining discussions and ensuring productive outcomes.

5. Respect Their Time and Expertise

SMEs often have demanding schedules, so plan and structure meetings efficiently. Keep communication concise and relevant, respecting their expertise by valuing their input and not overloading them with unnecessary details.

SME vs AI: Can AI replace SMEs?

AI is not able to sufficiently replace SMEs at this point. Even ChatGPT itself has a disclaimer that it can produce inaccurate information, so it can hardly be called an expert. That’s not to say a subject matter expert can’t give you inaccurate information, but the chances are at least smaller. While many trainers and assessors are leveraging AI, you can’t replace the real deal when it comes to experience.

While some AIs have passed the Turing test, this is merely a measure of how well AI can fool a human into thinking it’s human by imitating human behaviours. The subject matter expert Turing test (also called the Feigenbaum test) is the same, except it’s focused on subject matter experts specifically. These are both based on imitation rather than quality.

Even if an AI has passed the Feigenbaum test, it only proves that AI can imitate actual experts. SME knowledge isn’t just textbook knowledge that can be easily found or exactly replicated. For example, in software development, a true SME doesn’t just understand coding languages or development frameworks; they have an intuitive grasp of architecture decisions, potential pitfalls, and nuanced problem-solving that comes from years of hands-on experience. This level of understanding goes beyond surface-level information and includes insights and strategies AI can’t fully replicate.

The way SMEs understand a specific topic is also unique since it’s a product of their life experience and accumulated knowledge. Like other professionals, subject matter experts can’t be replaced by technology entirely.

Maximise the Value of SMEs in Your Organisation

Engaging effectively with subject matter experts can be transformative for your organisation. By incorporating their expertise and insights, you set your teams up for stronger performance and sustained growth. Creating an environment where SMEs feel valued, and their knowledge is leveraged strategically can improve internal capabilities and help your organisation stay competitive and adaptable.

A strategic approach to working with SMEs strengthens internal capabilities and positions your organisation to be more adaptable, informed, and competitive in the market.