The impact of credentials on compensation

As the growth of AI and other technologies speed up workplace change, credentials play an important role, signaling a professional's expertise and commanding greater compensation.

Contributors:
Saz Kanthasamy
CIPP/E, CIPM, FIP
Principal Researcher, Privacy Management
IAPP
History has shown that technological innovation can be a job creator, but the unprecedented speed of change brought on by artificial intelligence and other technologies requires a new strategy for professional survival.
Professional resilience built on a comprehensive defensive and offensive strategy will be a core part of this approach. Credentials form a crucial part of a professional's defensive armor, signaling expertise while increasingly positioning individuals to command greater compensation, as shown by IAPP data. Alongside this, a proactive offensive strategy establishes professionals as value creators within their organizations when it comes to utilization of data, AI and technology.
The era of accelerating change
Industrial revolutions and systemic overhauls of employment and working practices go hand in hand. In the First Industrial Revolution, the adoption of water and steam power led to the mechanization of production and substitution from rural, agrarian economies to industrial manufacturing. The advent of electricity combined with the arrival of the mass production assembly line heralded the start of the Second Industrial Revolution, shifting the focus toward large-scale production.
The adoption of computers along with advances in electronics and information technology marked the start of the Third Industrial Revolution and the move to a digital world. Many commentators firmly believe that we are in the midst of the Fourth Industrial Revolution, shaped by increasing adoption of disruptive technologies.
Today, generative AI and large language models are, rightly or wrongly, substituting cognitive capabilities and capacities and enhancing physical automation in non-digital sectors from agriculture to manufacturing. Today's professionals must confront the fact that AI is capable of performing and/or optimizing tasks once reserved for those with proven career experience. This fundamental shift may cause us to address an evolving insecurity: Are my most valuable professional assets — my knowledge and experience — about to be rendered obsolete?
It may therefore seem strange to look a century into the past for guidance on navigating today's rapidly changing world. The term "technological unemployment," popularized by John Maynard Keynes, may still be apt nearly a century later in the face of increasing automation, economic challenges and shifting consumer demands.
"We are being afflicted with a new disease of which some readers may not yet have heard the name, but of which they will hear a great deal in the years to come—namely, technological unemployment. This means unemployment due to our discovery of means of economizing the use of labor outrunning the pace at which we can find new uses for labor." — John Maynard Keynes
Keynes went on to predict this was only a "temporary phase of maladjustment," and although nearly a decade of the Great Depression followed, it is now clear that the resulting technological unemployment signaled the need for the workforce to adapt and reskill. While his prediction that the economic problem of scarcity would disappear by 2030 may have proven false, the essay nonetheless presented a remarkably forward-looking vision of how technology would shape the evolution of capitalism.
Keynes' idea that technological unemployment following technological innovation as a temporary phase arises when the pursuit of technical efficiency outpaces the workforce's ability to adapt. He viewed this not as a crisis but as the growing pains from the pursuit of efficiency that demanded rapid reskilling to meet new demands.
So why might the words of Keynes resonate today? The phenomenon of massive job churn still exists. The difference today lies not in the existence of this churn and friction but in the nature of the change itself. Not a week seems to pass without news of layoffs, restructuring and concerns over the mass replacement of jobs by AI and other emerging technologies. AI is changing how we perform routine cognitive tasks, replacing resource-intensive, manual and repetitive workflows within organizations. Today's professional anxiety is therefore the modern representation of Keynes' theory of maladjustment.
In its Future of Jobs Report 2025, the World Economic Forum projects that while 170 million jobs will be created by 2030, 92 million others will be displaced, representing a job disruption rate of 22%. Overall, the WEF predicts that there will be a net growth of 7% in total employment by 2030. To manage the anxiety of technologically led change, we must first recognize that innovation has historically been a net job creator and not just a job displacer. The agricultural laborers didn't just vanish; they switched careers to focus on the care, education and provision of services to others as well as to knowledge-based industries.
Credentials as a foundational layer of defense and offense
A high-value credential can act as a clear, verifiable signal of expertise and a powerful tool for career progression, making it a valuable layer in one's career armor. In a world full of noise, credentials demonstrate a commitment to lifelong learning and the possession of a baseline standard of in-demand skills. It should come as little surprise that the right credential can boost marketability and potential earnings.
The benefits of upskilling, reskilling and pragmatic changes in a career cannot be underestimated. The American Enterprise Institute and Burning Glass Institute identified that top decile credentials yield wage gains of nearly USD5,000 per year. They categorize top credentials on three criteria: those that have a greater impact on earner's wages, how the credential facilitates a career switch and whether it will help them advance in their current field.
Research supports this; the attainment of one IAPP certification earned survey respondents USD4,500 (4%) more per year than those that do not hold an IAPP certification. Additionally, respondents that have multiple IAPP certifications earn USD24,000 (19%) more than those that do not. The research shows that respondents that hold the FIP designation earn USD35,000 (28%) more than those without IAPP certifications and USD30,000 (23%) more than those with one IAPP certification. Respondents that hold the AIGP certification earn USD33,000 (26%) more than those without any IAPP certifications.
Respondents that hold any CIPP/and the CIPM certifications earn USD79,000 (63%) more than those without any. Respondents with any CIPP/and the CIPM certification earn USD79,000 (63%) more than those without.
It's not just certification that has the potential to increase earnings. Multiskilled employees with additional responsibilities may earn more than those with narrowly defined roles. Median salaries for employees with two or more digital governance responsibilities are USD20,000 higher than those without additional digital governance responsibilities. A quarter of respondents with two or more digital governance responsibilities earned more than USD200,000 while 75% of respondents with no additional digital governance responsibilities earned less than USD163,000.
The full suit of career armor
Ultimately, job resilience can be built on a broad set of skills, experiences and characteristics that technology alone cannot easily replicate. Credentials provide baseline evidence of knowledge and a specific skillset; a full suit of career armor requires the development of additional skills and strategic career management.
As AI increasingly takes on more routine tasks, the most secure jobs may require a shift to focus on nuance, judgement and human connection.
Complex problem-solving and critical thinking should continue to be promoted. In today's ever-changing world, it is important to be able to analyze ambiguous or novel situations, balance ethical tradeoffs and take nuanced judgements. Interpreting the context and providing an accountable judgement remain a human endeavor difficult to replicate.
True creativity and innovation come from an artistic vision, the development of original concepts and the pursuit of new strategies. AI and other technologies have the potential to enhance creative output without replacing it. Professionals remain uniquely positioned to use AI as a tool rather than allowing it to replace them.
The power of emotional intelligence and empathy cannot be dismissed either. Many roles require building deep, meaningful relationships; providing leadership; offering mentorship; and managing conflict resolution. While we may not always get these right, they remain fundamentally human judgements to navigate, not ones that can be artificially replicated by algorithms.
Alongside this, a strategic approach to career management can further enhance an individual's defense in a volatile environment. Skills such as being adaptable, maintaining a growth mindset, building meaningful networks and enhancing social capital can't be quantified but are undeniably crucial to building a career pathway.
The value of certification
Professional credentials can ultimately function as a clear market signal, a verifiable source of competitive advantage and a calculable return on investment.
The most successful professionals will likely be those that treat credentials not as a static source of achievement but as part of a suit of armor designed to optimize employment and earning potential and secure a position at the forefront of their industry.

This content is eligible for Continuing Professional Education credits. Please self-submit according to CPE policy guidelines.
Submit for CPEsContributors:
Saz Kanthasamy
CIPP/E, CIPM, FIP
Principal Researcher, Privacy Management
IAPP



