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AI Reinvention: Displaced Professionals in Artisan & Trade Careers

 Modern technology (and its grim efficiencies) has reduced job opportunities for the traditional white-collar population, but the need for artisans --the tradesmen class-- has come on strong.  Training and skills are shifting towards the next generations of the gainfully employed.  Online self-study and instructor-guided courses for topics in HVAC are readily available. These types of trainings are most often created for people whose career path began in the trades.

Artificial Intelligence is transforming industries faster than ever. In 2025, 85 million jobs may be displaced globally  (World Economic Forum). While AI creates new tech roles, many mid-career professionals—accountants, data clerks, paralegals, programmers, and project managers—find themselves displaced with skills seemingly mismatched for the future. A counterintuitive opportunity lies in reviving artisan trades—fields where the human hand, creativity, and craftsmanship remain irreplaceable.

Trades and artisan skills, so far, have been largely resistant to this wave of job takeovers and are adding AI technologies as trade tools. Plumbing, carpentry, welding, and advanced manufacturing require spatial reasoning, adaptive problem-solving, and tactile precision—areas where AI and robotics still struggle. Modern trades use AI as a tool, not a replacement—e.g., welders using AR-guided precision tech or electricians diagnosing systems via IoT sensors.

The good news, for some, in this murky career landscape is that some professionals aren’t starting from zero. Project management, client relations, and analytical skills from corporate roles translate powerfully into trade entrepreneurship, though they have no direct relationship to the skills required to ply a trade. While a former finance analyst may have the budgeting discipline to construct and follow a profitable business plan for home remodeling, that analyst will still need a supply of talent for doing the actual work.

There are programs available as (re)training pathways to the professionally displaced, but they are young, and their career-shifting success is currently unproven

Program Type Resource Types Duration/Cost
Apprenticeships National Electrical Contractors Association (NECA) 2-5 years (paid)
Bootcamps General Assembly (HVAC, Robotics) 3-6 months ($5-15K)
Community Colleges Tennessee Reconnect (free tuition for adults) 1-2 years
Micro-credentials IBM SkillsBuild, Coursera Trade Certificates Weeks to months
Trades Incubators Etsy Maker Grants, Local Makerspaces Mentorship + equipment access

Funding for retraining in these  programs, as well as some financial support for living, is listed as:

  • Pell Grants for Short-Term Programs: Now cover high-quality trade certificates.
  • WIOA Funding: U.S. Workforce Innovation and Opportunity Act funds reskilling for displaced workers.
  • Employer Partnerships: Companies like Siemens and Bosch sponsor "earn-while-you-learn" tracks.

The challenge is both obvious and daunting.  Not only are career paths for entry- and mid-level professional careers at risk, but the need to pivot to new, unfilled, and available careers will be a complicated hill to climb.  This pivot, potentially, is immensely disruptive to the workforce. It may change some of our social constructs as well.  Our hope can be that reskilling displaced workers for trades isn’t a step backward—it’s an economic renaissance. By leveraging existing soft skills, emerging edtech, and a renewed cultural appreciation for craft, we can turn displacement into durability.  Maybe

The Great Resignation and The Great Deflate

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2021 was the year of the “Great Resignation.” We have been told that it was a year when workers quit their jobs at historic rates. This is an economic trend meaning that employees voluntarily resign from their jobs. Blame has been aimed at the American government for failing to provide necessary worker protections in response to the COVID-19 pandemic. This led to wage stagnation. There was also a rising cost of living. The term was coined in May 2021 by Anthony Klotz, a professor of management at Texas A&M University.

It's now 2022 and unemployment rates have fallen sharply from their pandemic highs. The labor force participation rate - which is the percentage of people in the workforce, or looking for a job - has increased, though not to its pre-pandemic level.

It was thought in 2020 that 2021 with a vaccine would mark the renormalization of the economy, schools, and life in general. But Covid variants wiped out that vision.

It seems counterintuitive, but to economists quitting is usually an expression of optimism. You don't quit a job unless you have the prospect of another, probably better one, or you don't need to work because of a good financial situation. But the quits happened when inflation is looming, and the Omicron variant is dominating.

Some industries are seeing higher rates of quitting. It isn't surprising that leisure, hospitality, and retail are at the top. Those were hit hard by the pandemic. Healthcare is another and certainly many of those workers were just burned out by the pandemic. But the reasons given for quitting include a lack of adequate childcare and personal and family health concerns about Covid. If the pandemic overwhelmed you at your job, you might have decided to quit even without a new prospect in search of better work opportunities, self-employment, or, simply, higher pay.

Derek Thompson wrote in The Atlantic that there are 3 myths about this Great Resignation. One is that it is a new 2021 phenomenon. Is it really more of a cycle we have seen before or that has been moving into place for years and simply accelerated by the pandemic?

For colleges, it wasn't so much a Great Quit as it was a Great No-Show. The newest report I found from the National Student Clearinghouse Research Center (NSCRC) shows that postsecondary enrollment has now fallen 2.6% below last year’s level. Undergraduate enrollment has dropped 3.5% so far this fall, resulting in a total two-year decline of 7.8% since 2019. As with jobs, not all of that decline is because of the pandemic and it too is a trend that was evident before the pandemic. But Covid didn't help the decline.

Add to these one more "Great" that I see talked about - The Great Deflate. This is the idea that rather than our economy being a bubble that will burst, it's a balloon that is deflating. In "The Great Deflate" by M.G. Siegler, he talks about a more gradual trend. Picture that helium balloon floating at the ceiling on your birthday that day by day has been slowly moving down as it deflates. No burst, just a slow, steady fall.

Is there a connection among all these trends? Certainly, the connection is the economy. Perhaps, there won't be a stock market crash or something like the Dot Com bubble burst, but we see stock market drops of 1, 2 or 3% pretty regularly. Those are significant drops.

Since May 2021 when Anthony Klotz coined "The Great Resignation," other terms have emerged including “The Great Reimagination,” “The Great Reset” and “The Great Realization” terms that express the re-examining of work in our lives. But the quitting wave hasn't broken yet and so Klotz has more recently made three not-so-surprising predictions.
The Great Resignation will slow down
Flexible work arrangements will be the norm, not the exception
Remote jobs will become more competitive


Economists say rapid quitting and hiring will continue in 2022 despite omicron wave

Converged Learning

Multi-modal courses that combine online and on-ground (classroom-based, face-to-face) students have been around for more than a decade under a variety of names. Hybrid, hybrid-flexible, HyFlex, blended are all terms used for course designs that allow for some flexibility. 

Most campuses now offer online and on-ground sections of some courses. Some schools offer a hybrid course section that meets on both modes. At New Jersey Institute of Technology (NJIT) their approach has been called "converged learning." Particularly in this time of closed campuses and pandemic response, the transition to fully remote learning has been uneven on many campuses. At NJIT and many other campuses K-20 they are both preparing to welcome students back to campus in the fall and also planning for the possibility of a limited return or remaining fully online.

The goal is to deliver high-quality education in an environment safe for all members of the community. Technology-enhanced learning definitely is part of any of the possible scenarios campuses will find themselves in for the fall 2020 semester and possibly in the years that follow.

I started working at NJIT in 2000 and the university already had almost two decades of experience before the online wave of the 21st century had fully formed. NJIT created the virtual classroom in the 1980s and moved like many other colleges through the correspondence model to instructional television to content on VHS, CDs and DVDs.In 2013, converged learning became their educational model in an attempt to break down the distinction between face-to-face and remote learning.

In true converged learning, students attend the same class at the same time either in person or virtually. It allows faculty to see, interact with, and work synchronously with all students "attending class." Ideally, students have the same educational experience regardless of their physical location. Unlike registering for a course labeled as online, on-ground or hybrid, students can make that choice for any class session.

NJIT did not abandon its more traditional online learning initiatives which can accommodate students at different times and distant locations. New Jersey has been hit very hard by the pandemic and though the situation has improved and we hope to see further improvement throughout the summer, the number of students physically classrooms this fall could be reduced. The converged learning model allows students (perhaps especially those with preexisting conditions or concerns about in-person attendance) to choose when to be in a classroom and when to attend class remotely.

There has long been concern about how the academic standards will be consistent in online versus on-ground versions of a course. Converged courses have course content and learning outcomes that are independent of delivery
mode. Registration is the same way whether they want to attend by coming to the classroom, logging into the class from their dorms or nearby apartments, or joining the class from another city, state or country. Admission, registration procedures, and costs are the same regardless of the location from which they attend the class. Those in the classroom
experience the delivery of the course content as they would in a traditional class — except they are joined via synchronous streaming by other students who are taking the course from a distance, anywhere in the world.

This approach does require additional resources - from video in the classroom to teaching assistants. For example, at NJIT offline digital learning include Computer Assisted Design technology in programs of the College of Architecture and Design, Adaptive Learning software in mathematics, chemistry, and other areas. The university has needed to move further than before into the computer scoring of essays and other written forms, the automated grading of exams, and the asynchronous class management in all classes. (NJIT had been using Moodle earlier as its LMS and has now moved to Canvas.) 

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   download free pdf of book

This convergence of the physical campus and the virtual campus seems to be - particularly at this unusual time - to be a logical consequence of the technological transformation in higher education.

Hybrid-flexible course designs have been used successfully for more than a decade at many higher education institutions around the world with a wide variety of courses. Some schools call this “HyFlex,” The initial impetus for developing a Hybrid-Flexible approach is often a need to serve both online and on-ground students with a limited set of resources (time, faculty, space).

It is far better when the multi-modal delivery solution gives students the opportunity to choose which mode to participate in from session to session. Students then do create their own unique hybrid experience.

The free book noted here and materials online at NJIT and other campuses will give you a sense of how these flexible designs are evolving.

The change in pedagogy required of faculty in converged learning is a whole other topic to be explored and certainly builds upon what has been learned in the past decades of online learning and from the more recent use of MOOCs.

Apps in Education 2011 to 2020

In 2011, I made presentations at several colleges about the use of mobile apps in education and teaching in an "app world." At that time, apps were a big topic in the tech world but not a big topic in education. That presentation (it is on my Slideshare site) included the slide below where education doesn't even appear as a category unless you consider it to be part of the 5% of "other" app consumption. Clearly, games and social networking dominated usage at that time and they both still garner a high percentage of app use.

app use chart

How we were using apps in 2011

Showing this slide to college faculty reinforced their idea that apps are not for education. Of course, in 2011 apps were also not for common banking and financial use, medical records, and other "serious" computing.

That has certainly changed. But has it changed for education?

Reviewing my own 2011 presentation predictions, I said that I thought apps would come to education in three waves: Adoption, Adaption, and Creation.

Adoption was schools and educators adopting existing apps that had some education features or were designed for education. The obvious one then and now was apps for learning management systems. Blackboard was the first I used but now Canvas and all the other players have them. Adoption was not immediate. The two colleges I worked at then both chose not to offer the mobile version. Faculty could not see how you could possibly take a course on your phone. But I had a graduate student that year who told me that she did her coursework for me on her phone in her free time while she was at her night job. We were using Moodle and she just resized the web pages. I couldn't see how that worked but I knew an app would have made it better.

The second wave was adaption - using apps not specifically designed for education in courses. That was being done by individual teachers as they discovered and bought into the app world. Adaption requires some pedagogical changes. Mobile devices still were not acceptable (even banned) in some classrooms in 2011. It was the rare faculty member who said "Take out your phone..." and asked students to use it for class. 

Now in this time of the pandemic, it is clear to schools, teachers, students, and parents how "educational" phones or tablets can be. Schools are supplying tablets the way we once supplied laptops. But even laptops are using apps. I'm sure app downloads are up in the past two months. App versions of Zoom and others have become common tools not only for educators but or personal use.

That move from personal to professional (business or education) use is critical to adoption or adaption/adaptation. As teachers started using their phones and apps more in their everyday screen time, the move to use them for teaching became easier.
 

apps in education

Something that made faculty fearful in 2011

Those 2011 audiences weren't sold on using apps in the first half of my presentation. They weren't using apps for themselves. Some did not have a smartphone. But they were hearing "There's an app for that" from friends, colleagues their students and on television commercials. They knew it was coming.

I caught their interest when I shifted to talking about why - even though I was an app evangelist - apps are NOT online courses or would virtual schools in the near future. (I find that educators generally like the status quo.) There was an article I pointed to that was headlined “My Teacher Is An App.” A provocative headline but the article did follow my point that things were changing but we wouldn't be there for quite a while.

The article said “In a radical rethinking of what it means to go to school, states and districts nationwide are launching online public schools that let students from kindergarten to 12th grade take some—or all—of their classes from their bedrooms, living rooms, and kitchens. Other states and districts are bringing students into brick-and-mortar schools for instruction that is largely computer-based and self-directed.”

That was not common in 2011 and still wasn't common in 2019 - but it is a lot closer to being true in the spring of 2020.

I wondered then if apps would be driving curriculum or would curriculum be driving app development. I'm pleased that the latter seems to be generally the case now.

I asked the audience if they believed that this reliance on smartphones and apps will "produce forgetfulness in the minds of those who learn to use it because they will not practice their memory. You have invented an elixir not of memory, but of reminding; and you offer your pupils the appearance of wisdom, not true wisdom, for they will read many Socrates on the things without instruction and written word, will, therefore, seem to know many things, when they are for the most part ignorant and hard to get along with since they are not wise but only appear wise.”

Those in the audience who did agree were right in line with Socrates in 340 BC since those were his words on his belief about the dangers of the written word. Socrates was wrong about the adoption of the written word into education.

My third wave was just beginning to form in 2011. That was colleges creating their own apps. I had a few examples of colleges adopting and adapting things like parking and events using commercial apps and GPS to navigate campuses or scheduling apps for campus calendars, courses, or facilities scheduling.

But do schools need to create their own apps or just purchase commercial ones that can be branded? I looked back to the development of school websites as an example. Initially, most schools bought a package or a vendor but along the way many schools took it on as an in-house operation, perhaps using some commercial products - a combination of creation and adaptation. 

In 2011, may school websites weren't even dynamic enough ready for viewing on phones or tablets. But schools were creating their own apps and courses about how to develop apps were becoming a hot topic.

In 2020, there are plenty of no-code tools for app development (Airtable, Bubble, Zapier, Coda, Webflow) so that it doesn't take a wizard developer to make a fully functioning app. 

If you are a teacher or student at any level K-20, the chances are excellent that you are using apps in your courses and on your campus.