Roughly 70% of California workers feel unprepared to succeed in today's workforce, according to a new study from Instructure, the parent company of the Canvas learning management system. The study, conducted by the Harris Poll and published , paints a picture of a labor market where workers recognize they are falling behind the skills the economy now demands and are actively looking for structured ways to catch up. 84% of California workers said they are interested in upskilling to remain competitive. 90% said they want more standardized requirements across employers and educational institutions for which courses and certifications are necessary for specific roles.
What the Numbers Actually Say
The 70% figure for feeling unprepared is the headline, but the underlying data is more specific about where workers feel the gap. Canvas is used by UCLA and hundreds of other universities, so Instructure's survey audience has real exposure to education infrastructure. The 84% upskilling interest number is notable because it suggests demand for adult learning is significantly higher than current enrollment in continuing-education programs across the state. California Community Colleges, which enroll roughly 1.8 million students statewide, have been positioning themselves as workforce pipelines for precisely this population but reach only a fraction of it.
| Finding | Percentage |
|---|---|
| California workers feeling unprepared for workforce | ~70% |
| California workers interested in upskilling | 84% |
| California workers supporting standardized credential requirements | 90% |
Ryan Lufkin, vice president of global academic strategy at Instructure, told The Daily Bruin the study reflects a structural problem in how higher education currently prepares people for work.
"The pace of change has become so fast. We often feel like what we're studying in college isn't the skills we're going to need when we enter the job force."Ryan Lufkin, Vice President of Global Academic Strategy, Instructure
That framing is unusually blunt for a vendor-commissioned study. Instructure sells infrastructure to higher education, and the company's long-term commercial incentive is for colleges to keep growing. The fact that Instructure's own data is telling the market that colleges may not be preparing students for the jobs they will need, reflects how acute the mismatch between curricula and employer demand has become.
The AI Acceleration Inside the Data
The immediate context is the AI transformation of white-collar work. Generative AI tools have moved from novelty to production deployment at most California employers inside 18 months, and the skills that were in demand when today's college seniors chose their majors have shifted substantially. The LinkedIn 2026 Skills on the Rise report identified prompt engineering, AI governance, and AI-human collaboration as the top-growing skills for the current hiring cycle, none of which were standard college coursework as recently as 2023.
The 84% upskilling interest figure is not just general career anxiety. It is specifically workers recognizing that the AI tooling around them is changing the definition of what competence looks like in their roles. Adjacent research from other 2026 workforce studies has shown that workers who proactively adopt AI tools early outperform peers who resist them, which has created a visible two-tier workforce even inside single teams.
The California-Specific Infrastructure Argument
California has been unusually aggressive at the state level in trying to connect higher education with workforce outcomes. The California Community Colleges system, the California State University system, and the University of California system have built articulation agreements that let students transfer credits between institutions more smoothly than most states allow. The CCC-to-UC transfer pathway in particular has become a model that other states study.
Lufkin pointed to these partnerships as a foundation the state can build on.
"There's the appetite to really create equity and access to education at all levels in California that is incredible."Ryan Lufkin, Instructure
The question the study raises is whether the partnership infrastructure is keeping pace with how quickly skill demands are evolving. Articulation agreements work well for static curricula. They work less well when the relevant skill set changes every 12 to 18 months, which is roughly the current pace for AI-adjacent roles. The 90% support figure for standardized requirements suggests workers are asking for something the higher education system has historically resisted: a shared, externally legible definition of what competence looks like for a specific role, rather than a diploma that serves as a general credential.
The Student Voice and the Practical Pathway
Raquel Cruz, a third-year Spanish student at UCLA, described the pathway she is planning as a concrete example of the gap the study documents.
Cruz plans to attend a Southern California community college after graduating in spring to earn an associate degree in community interpreting, a credential she needs to work as a court interpreter. Court interpreting is a growing field as California courts handle more cases in non-English languages, and the associate-plus-certification path to licensure is legally necessary. Her four-year degree at UCLA does not produce that credential on its own.
"I do think it would be helpful for institutions like UCLA to have more opportunities for humanities majors to get more technical experience as well."Raquel Cruz, third-year Spanish student, UCLA
Cruz's path is both a success story and an indictment. She has a clear career goal, knows which credentials she needs, and is willing to put in the additional time to get them. What is missing is an institutional pathway that packages the undergraduate humanities education with the technical and licensing requirements employers and regulatory bodies actually want. Instead, she is navigating that combination by enrolling sequentially at two different institutions.
The Labor Market Reality Beyond the Survey
Janna Shadduck-Hernández, project director at the UCLA Center for Labor Research and Education, added important context about the lower-wage workforce the Instructure study also reflects.
"A lot of times, there's this notion that young people, or just people who are re-tooling because they've lost their jobs, should just be happy that they have a job and that they should be grateful that they're getting experience no matter what it is. I would contest that notion and say that it is our responsibility as a society to create jobs that are just, fair, have mobility within them and that they pay a living wage."Janna Shadduck-Hernández, Project Director, UCLA Center for Labor Research and Education
Shadduck-Hernández's point is that workforce preparedness is not just about skills, it is also about whether employers actually provide training and upward mobility. Many California retail and restaurant workers take low-wage positions as stopgaps to pay for college or support family, but employer-provided training in those sectors is minimal. Workers can feel unprepared not because they lack capability but because the jobs they can access do not invest in building skills that transfer upward.
What the Data Implies for Policy
The 90% support for standardized credential requirements is the finding with the most immediate policy traction. California has been discussing a statewide CBQ framework for several years, which would define portable competency standards for specific job categories that employers across the state would recognize consistently. The industry has resisted such frameworks historically because they reduce employer flexibility in hiring. The Instructure data suggests workers would strongly prefer that flexibility reduction in exchange for predictability.
Federal policy is also shifting. The World Economic Forum's 2026 Reskilling Revolution targets have set an 850-million-person global upskilling goal, and the U.S. Department of Labor's current workforce development grant cycle prioritizes state partnerships with community college systems. California is well-positioned to capture federal funding if the state can demonstrate specific programs tied to measurable outcomes.
What to Watch Next
Three things will shape whether the findings from the Instructure study translate into actual policy and program response over the rest of 2026. The first is the California State Legislature's current session, which has several pending bills related to workforce development and community college funding. The 70% figure will likely surface in floor debate and committee hearings over the next several months.
The second is employer response. The study's finding that workers want standardized credential requirements will be tested against employer willingness to adopt them. Large California employers including Google, Apple, Salesforce, and Kaiser Permanente have been moving in this direction through their internal competency frameworks, but industry-wide standardization has been slower. If several major employers announce shared credential recognition in the next six months, the momentum will accelerate.
The third is the higher education system's own response. The UC and CSU systems are both approaching their next multi-year strategic planning cycles, and both face political pressure to demonstrate workforce outcomes. The study's findings give both systems ammunition to argue for curriculum updates and new certification partnerships. Whether that happens meaningfully, or produces another round of consultant reports and marketing language, will determine whether the 70% figure looks different in the 2027 follow-up survey.
