I talk to shop owners who have work in front of them and still cannot get parts out the door as fast as they want. Sometimes the problem is machine capacity. A lot of times, it is people. They need another operator, another setup person, another programmer, or somebody who can grow into that role without slowing the whole shop down.
That is why Google’s new skilled trades announcement caught my attention.
Google.org announced a $50 million commitment to help train more than 300,000 American workers across more than 20 states. The program is aimed at high-demand skilled trades, including electricians, welders, pipefitters, HVAC/R workers, service technicians, fiber technicians, and construction pre-apprentices.
This is not a CNC machinist program. I would not present it that way. But it points at the same pressure many machine shops are feeling: the country needs more skilled people who can work around real equipment, real tolerances, and real production demands.
More skilled trades training is good.
CNC shops still need a practical plan for what they do while the labor market catches up.
Google Manufacturing specific investment with AI: https://blog.google/company-news/outreach-and-initiatives/google-org/manufacturing-institute-ai-training/
Quick read for CNC shops
Google’s investment is a reminder that skilled trades are still central to the American economy. For CNC shops, the takeaway is practical: do not wait for the labor market to fix itself. Match machine purchases to the people you have, train around repeatable processes, and leave room in the budget for tooling, inspection, fixturing, and training time.
What Google announced
Google’s announcement is tied to infrastructure, data centers, energy systems, construction, electrical work, and other trades that support the physical side of the economy. The company says its funding will support 14 labor unions and four trade and contractor associations. Google also makes a point that fits manufacturing well: “No single entity can solve this American workforce shortage on its own.”
That should sound familiar to anyone running a CNC shop.
A machine shop may have modern controls, CAD/CAM software, inspection equipment, and good quoting tools, but the business still depends on trained people. Somebody has to understand setup. Somebody has to check the first article. Somebody has to know when a machine sounds wrong. Somebody has to keep a job moving when the print, material, tooling, and schedule do not line up perfectly.
Training pipelines matter because shops do not run on software alone.
The labor shortage is already a CNC shop problem
The broader manufacturing numbers are not small. The Manufacturing Institute and Deloitte estimate that U.S. manufacturers may need as many as 3.8 million additional employees between 2024 and 2033. They also warn that as many as 1.9 million of those jobs could go unfilled if workforce and skills gaps are not addressed.
NAM’s 2025 workforce coverage calls the issue a structural workforce deficit. The shop-floor version is simpler: there are not enough trained people for the work that needs to be done.
For CNC shops, the issue usually shows up in a few places. Owners can find entry-level interest, but it takes time to turn that interest into a reliable operator. They may have one or two strong setup people, but those people become bottlenecks. They may want to add a horizontal machining center, a Swiss lathe, or a 5-axis machine, but they are cautious because the machine requires a higher skill level than their current team can support.
The Bureau of Labor Statistics describes machinists as workers who set up and operate machine tools to produce precision parts. That short definition leaves out a lot of judgment. Good machinists and CNC operators are part of how a shop protects tolerances, avoids scrap, reduces downtime, and keeps repeat work profitable.
That is the real labor problem. It is not only finding another person. It is developing someone who can be trusted with real production.
Training helps, but shops need machines people can learn on
I am glad to see large organizations funding skilled trades. Training programs, apprenticeships, and trade partnerships all help. But a shop owner cannot wait until a national training pipeline solves a local production problem.
A 25-person shop has to make decisions now. Which jobs should we take? Which machines should we buy? Which controls should we standardize around? Which employees can we train into more responsibility? Which work is too risky for the team we have today?
That is where equipment choices start to matter.
If a shop is training newer operators, a clean used vertical machining center can be a practical place to build skills. A used Haas VF Series machine, Doosan DNM, DMG Mori CMX, or similar vertical mill can give a team real production experience without forcing the business into the cost of a new machine. For many shops, a vertical mill is still the most straightforward training and production platform because the workholding, setup, and part access are easier to teach.
A used CNC lathe can be just as important if the shop is doing turning work. Machines like a Doosan Lynx, Doosan Puma, DMG Mori NLX, Mazak Quick Turn, or Okuma turning center can help a shop build turning capacity while training people on offsets, tool wear, chucking, boring bars, live tooling, and part handling.
The point is not that every shop should buy the simplest machine. The point is that training and equipment need to match. A machine that is too basic may not support the work. A machine that is too complex may sit underused because only one person can run it.
Do not buy around the labor problem without a plan
This is where I see shops get into trouble. They know labor is tight, so they start looking for a machine that will solve the labor problem by itself.
Automation can help. Pallet systems, bar feeders, robot loading, probing, and better CAM can improve output when the work is repeatable and the process is stable. A horizontal machining center with pallets can be a strong move for a shop with repeat parts, good fixturing, and enough work to keep it fed. A Swiss lathe can be the right machine for small, precise, high-volume parts. A 5-axis machine can reduce setups on complex work.
But none of those machines remove the need for process knowledge. In some cases, they raise the bar.
A pallet system does not fix weak setup discipline. A Swiss lathe does not make sense if the shop does not have the part mix, bar-fed work, or technical support to keep it productive. A 5-axis machine can reduce handling, but it also adds programming, fixturing, collision avoidance, and maintenance considerations.
A more capable machine can make a good shop better. It will not make an untrained shop organized.
Before buying around a labor shortage, I would ask who will run the machine on the first shift, who can set it up when the usual person is out, whether the shop already knows the control, and whether the tooling, inspection, and fixturing budget is there. I would also ask whether the machine helps train people or depends even more on the one expert the shop already relies on.
Those questions are not meant to slow the purchase down. They are meant to keep the purchase tied to the way the shop actually works.
Where used CNC equipment fits
Used equipment has a strong argument in this environment because it can help a shop add capacity without using the entire budget on the machine alone. When labor is tight, the machine is only part of the investment. The shop may also need tooling, holders, workholding, inspection equipment, CAM support, rigging, freight, electrical work, and training time.
That is why a used machine often makes sense. It can leave more room in the budget for everything around the machine.
For shops training newer operators or adding general milling capacity, used CNC vertical mills are usually the first place I would look. Haas VF machines, Doosan DNM models, DMG Mori verticals, Brother Speedio drill/tap machines, and similar platforms can be strong fits depending on the work.
For turning capacity, used CNC lathes and turning centers can help shops take pressure off older machines or bring more work in-house. I would look at the part size, chuck size, bar capacity, live tooling needs, sub-spindle needs, control preference, and whether the operator base already knows that brand or control style.
For higher-volume repeat work, used horizontal CNC machines deserve a look, especially when pallet changing, chip evacuation, and production flow matter. A horizontal can be a great machine, but it is not automatically the right answer for a shop still fighting basic setup consistency.
For small-diameter precision work, used Swiss lathes can be powerful, but I would be careful about fit. Swiss machines are excellent when the part mix supports them. They are not casual training machines for every shop.
Financing also matters in this conversation. Premier works with CNC Financing Solutions, and the used CNC financing page explains options that may include soft costs such as shipping, rigging, and tooling. Buyers should confirm terms, availability, specifications, shipping, rigging, and compliance details before finalizing any purchase.
What I would do if I ran a smaller CNC shop right now
If I were running a smaller shop in this labor market, I would not wait for the skilled trades shortage to fix itself. I would build a simple plan around people, process, and equipment.
First, I would standardize wherever I could. That might mean fewer control families, fewer one-off processes, and better setup documentation. The easier it is to teach the next person, the less dependent the shop is on one employee.
Second, I would match machine purchases to the people available. If the team is ready for a horizontal with pallets, great. If the team needs a reliable vertical mill to build capacity and train newer operators, that may be the better move.
Third, I would protect the tooling and training budget. A machine that arrives without the right tooling, holders, fixtures, inspection plan, or training time will not solve much.
Fourth, I would use automation carefully. I like automation when the work supports it. I do not like automation as a substitute for understanding the process.
Finally, I would take used equipment seriously. A clean used CNC machine from a known platform can give a shop capacity, familiarity, and a lower capital burden than buying new. That matters when labor is tight and cash has to cover more than the machine invoice.
My opinion on this move
Google’s investment is a positive signal. It tells us that skilled trades are part of how the country builds infrastructure, supports manufacturing, and keeps technical work moving.
For CNC shops, the takeaway is more practical. More training is needed, but shops still have to make decisions this month. They have to hire, train, quote, schedule, buy machines, and keep parts moving with the people they have.
The shops that handle this best will buy machines their teams can use, train on, and grow into. They will avoid buying technology just because it sounds advanced. They will leave room in the budget for tooling, setup, inspection, and training.
If you are looking at a machine purchase because labor is tight, start with the work and the people. Then choose the used CNC equipment that fits both.
Frequently asked questions
Does Google’s skilled trades funding include CNC machinists?
Google’s announcement focuses on trades such as electricians, welders, pipefitters, HVAC/R workers, service technicians, fiber technicians, and construction pre-apprentices. It is not a CNC machinist-specific program. The connection for CNC shops is broader: the same skilled labor shortage affecting infrastructure and trades is also affecting manufacturing employers that need operators, setup people, programmers, and maintenance support.
How does the skilled labor shortage affect CNC shops?
The skilled labor shortage affects CNC shops through longer lead times, slower training, reduced available capacity, and heavier dependence on a few experienced employees. A shop may have enough machines and still struggle if only one person can set up the difficult jobs. That is why hiring, training, process documentation, and equipment choice all have to be part of the same plan.
Can used CNC equipment help with training new operators?
Used CNC equipment can help when the machine fits the shop’s work, budget, and operator skill level. A familiar used vertical mill or CNC lathe can give newer operators real production experience without forcing the shop into new-machine pricing. The buyer still needs to confirm condition, specifications, tooling needs, safety requirements, rigging, shipping, and training support before purchase.
Sources
- Google: Growing the next generation of American workers
- The Manufacturing Institute: Manufacturers need as many as 3.8 million new employees by 2033
- Deloitte: Supporting US manufacturing growth amid workforce challenges
- NAM: The State of the Manufacturing Workforce in 2025
- BLS: Machinists occupational employment and wage data
