From roles to skills: What primary care physicians should know about the changing nature of work

Artificial intelligence (AI) is already changing the daily work of physicians, but not always in the ways people expected. Rather than replacing roles, it is reshaping the mix of tasks and skills required to perform those tasks. It’s time to examine how value is increasingly tied to specific skills rather than job titles as AI becomes embedded in clinical workflows. For primary care physicians, thinking in terms of skills helps clarify which tasks can be supported by technology, which are being disrupted, and where human judgment continues to create the most value for patients and health care organizations. This analysis draws on the Wharton and Accenture Skills Index, a report published this year to help business leaders begin the process of rethinking — and, quite possibly, rebalancing — the attributes they look for in the people they hire.

What is the Wharton-Accenture Skills Index, and why is it relevant for health care leaders today?

The Wharton-Accenture Skills Index is a joint research effort that measures how skills, rather than job titles, drive economic value in the labor market. Using large-scale labor market data, the index tracks skill supply and demand, wage premiums, and how artificial intelligence is reshaping the value of different capabilities over time.

For health care leaders, the relevance is not in prescribing which medical skills matter most but in providing a structured way to think about how work is organized around skills and how value is created as roles evolve. Medicine is a highly knowledge-intensive field, and the same forces reshaping other complex professions, such as technological change, AI adoption and talent scarcity, are increasingly present in health care, including in day-to-day primary care practice. The index helps leaders move beyond anecdote and intuition toward a more deliberate approach to designing work, developing talent and supporting long-term adaptability in a rapidly changing environment.

The report argues that the labor market is shifting from roles to skills. What does that mean in practical terms for knowledge-intensive professions like medicine?

In practical terms, it means looking beyond job titles to the underlying tasks and capabilities that make up a role. The research shows that titles often mask meaningful differences in how work is performed and where value is created, especially as technology changes how work is completed.

For medicine, this does not mean the profession itself is being redefined. It means the mix of skills within the role is evolving. Some tasks can be augmented (knowledge retrieval) or even automated (summarizing visit notes) by technology, while others become more important because they rely on human judgment, experience and interaction, particularly in time-constrained clinical encounters. Thinking in terms of skills makes it easier to redesign workflows, adopt new tools thoughtfully and focus expertise where it has the greatest impact.

How should physicians interpret the report’s finding that broad, general skills are often oversupplied while specialized skills are in undersupply?

A key insight from the research is that many commonly cited skills are widely shared across the labor market. When a capability is common, it becomes less effective as a signal of differentiation, even if it remains important.

For physicians, this is less about changing which skills matter and more about how valuable specific skills are in the age of AI. Our analysis shows that for family medicine physicians, skills such as treatment planning, testing techniques and counseling tend to correlate with higher salaries, while skills that are more procedural, managerial or technology-adjacent, such as surgical procedures, health care management or tech education, show weaker or negative correlations. This reinforces that physician skill depth, context and application matter more than broad descriptions of competence, a pattern also visible in clinical roles, where role-relevant skills correlate with higher compensation while more generic or misaligned skills do not. Taking time to inventory a longer list of specific (and technically advanced) skills is an investment that pays off much more than summarizing.

The report emphasizes that skill value is highly context-specific. Why is that an important insight for health care organizations and practices?

The research shows that the same skill can carry very different value depending on where and how it is applied. There is no universal list of high-value skills that applies across organizations or care settings.

For health care leaders, this cautions against generic workforce strategies. Practices and systems operate in very different environments, with distinct patient populations, care models and constraints, especially in primary care, where complexity is often compressed into short visits. For example, skills that correlate positively with compensation for family medicine physicians, such as counseling or treatment planning, do not show the same relationship for cardiologists, where highly specific diagnostic or research-oriented skills are more strongly associated with higher salaries. Conversely, skills tied to administration or coordination tend to show weaker or negative correlations across roles. Understanding skill value in context helps leaders make more deliberate choices about staffing, development and how technology is deployed to support care delivery.

How does the report help leaders distinguish between skills that are being augmented by AI versus those that may be disrupted?

Rather than focusing on whether AI replaces jobs, the research highlights how it shifts the mix of tasks within roles. Structured, routine activities are more likely to be automated, while skills tied to judgment, coordination and decision-making in complex environments become more valuable.

In practical terms, many routine tasks physicians manage today, such as documentation, chart review, coding support or prior authorization preparation, fit the profile of work that technology can increasingly support and are often cited as major sources of frustration. Notably, these tasks tend to align with skills that show weak or negative correlations with compensation across roles, reinforcing the opportunity to use AI to reduce time spent on work that is necessary but not highly value-differentiating. As those tasks are streamlined, time can be reallocated toward patient interaction, complex clinical judgment, care coordination and continued skill development. The key takeaway for employers is job redesign, not job loss.

What does the skills index suggest about how professionals should think about staying relevant as AI becomes more embedded in daily work?

The index suggests that relevance is no longer tied to a fixed role or static set of tasks. As technology changes workflows, the value of individual skills shifts, sometimes gradually and sometimes quickly. As the market shifts from roles to skills, professionals need to shift from managing their titles to managing their portfolio of skills. For example, for a family medicine physician, this often means protecting and deepening skills related to clinical synthesis, counseling and care planning, while reducing time spent on adjacent work that data show is less strongly associated with role-specific value.

Professionals who remain effective are those who understand how their skills interact with new tools and who adapt as certain tasks are automated and others become more important. The emphasis is on adaptability and protecting time for high-value work, rather than on mastering any single technology or tool. As a portfolio manager, professionals will need to periodically audit their skills and associated depth of knowledge and decide to which skills to add, enhance or abandon.

What implications does this shift toward skills-based thinking have for organizations responsible for developing and deploying talent, including in health care?

One clear implication is the need to move beyond job titles as a proxy for capability. Roles often bundle together skills that are changing in value, and organizations that understand what actually drives performance are better positioned to deploy talent effectively.

A skills-based perspective allows leaders to rethink how work is designed, which tasks should be supported by technology and where deeper human expertise is required. In health care, where talent constraints are persistent and the pace of change is accelerating, this kind of skills-level visibility can help leaders make more deliberate choices about where to invest time, training and technology. This may include reinforcing support for clinical decision-making and patient-facing work, while using technology or team-based approaches to absorb scheduling, coordination and other peripheral tasks. These choices can be made without changing formal roles or credentials without increasing burden on already stretched clinicians.

If you were advising someone entering medical school today, what perspective from the Wharton-Accenture Skills Index would you want them to keep in mind about their long-term career?

We would encourage them to think of their career not as a fixed path defined by a series of roles/titles, but as a lifelong learning journey to develop a portfolio of skills that evolves over time. Even in highly structured professions, skills change in value as technology and care models evolve.

What tends to endure are deeper capabilities, including judgment, domain expertise, the ability to work across systems and comfort collaborating with technology while maintaining strong patient relationships. Entering the profession with the expectation that learning and adaptation are continuous is one of the best ways to remain effective and fulfilled over a multi-decade career.

Selen Karaca-Griffin is the global research lead for Accenture Products and Life Sciences, where she guides global research on scientific innovation, technology convergence and market disruption.

Kenneth Munie is a senior managing director leading Accenture’s Products Industry Strategy practice globally, overseeing Accenture’s work with the world’s leading consumer, life sciences and industrial companies.