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The research instead suggests the opposite is true.

When former President Donald Trump was campaigning in Michigan last week, he warned autoworkers that President Biden’s electric vehicle policies would “put an end” to their “way of life.”
“Hundreds of thousands of American jobs, your jobs, will be gone forever,” he said. “By most estimates, under Biden’s electric vehicle mandate, 40% of all U.S. auto jobs will disappear.”
Trump may be exaggerating, but the underlying idea, that electric vehicles require less labor to manufacture than internal combustion engine cars, is the conventional wisdom. It has been circulated for years by automakers, autoworkers, politicians, and journalists. EVs contain fewer parts, the thinking goes, so naturally they will require fewer workers.
That logic seems obvious, which might be why it hasn’t received much scrutiny. But when I tried to find any research supporting it, what I found instead suggested the opposite. A number of analyses showed that electric vehicles could actually require more labor to build than gas-powered cars in the U.S., at least for the foreseeable future.
There are countless news articles and studies that reiterate the point that electric vehicles “have fewer moving parts” or are “less complex” and therefore pose a threat to autoworkers’ jobs. Many cite a 2017 Ford presentation that mentioned a “30% reduction in hours per unit” as a benefit of producing EVs, or former Volkswagen CEO Herbert Diess, who said in 2019 the company would need to make job cuts due to its switch to EVs, which “involve some 30% less effort.” More recently, as the United Auto Workers strike has ramped up, a 2022 quote from Ford’s CEO Jim Farley that “it takes 40% less labor to make an electric car,” has been circulating.
But I couldn’t find any data, research, or even further explanation backing up these figures. Part of the challenge of digging into these claims is that it’s not clear what they even refer to. Are the CEOs talking about the labor required for final assembly, like dropping in the motor and putting on the doors? Are they taking into account the production of components, like the EV battery? Where do they draw the line on what constitutes EV manufacturing?
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Ford didn’t respond directly to my request for more information about its public estimates. Instead, spokesperson Dan Barbossa replied that if I was going to quote Farley, I needed to include his entire quote. After dropping the “40% less labor” statistic, Farley had continued, “So as a family company, we have to insource so that everyone has a role in this world. We have a whole new supply chain to fill out, in batteries and motors and electronics.”
There may be more to Farley’s words than a bit of public relations fluff. His suggestion that building out new supply chains will help people find “a role” aligns with the conclusions of a study that Volkswagen’s independent Sustainability Council commissioned in 2020. It was conducted by the Fraunhofer Institute for Industrial Engineering, a German research group, using Volkswagen company data, and found only minor impacts on employment due to the transition. Losses can be mitigated by “shifting to the production of new components,” it said, like the individual battery cells that make up the battery packs.
One of the findings was that “employment intensity” for the final manufacturing of Volkswagen’s electric ID.3 is only 3% lower than that of the conventional Golf Mk8. The bigger gap is in the labor required to produce the individual components of each car’s drivetrain. The employment intensity of the battery system and electric motor, combined, was about 40% lower than that of the combustion engine and transmission system.
Notably, the study did not include the jobs required to produce the individual battery cells which make up the battery system, because Volkswagen wasn’t producing them at the time. But a more recent analysis of the U.S. manufacturing landscape found that cell production holds the most potential for job creation, and concluded that if you account for this, the transition to EVs could actually result in significantly more jobs.
Turner Cotterman, a McKinsey consultant, led the research as part of his Ph.D. in public policy and engineering at Carnegie Mellon under Associate Professor Kate Whitefoot. He sought out partnerships with U.S.-based automakers and electric vehicle component manufacturers and collected original data from nine companies on the number of hours it takes to complete more than 250 process steps. In some cases he visited the shop floors and personally gathered the data himself. In his final analysis, he also incorporated public data for an additional 78 production process steps. He used the data to model three scenarios where EV and combustion engine powertrains are produced at the average efficiency, as well as a “most efficient” case and a “least efficient” case.
In every case, EV manufacturing required more hours. The conventional powertrains took 4 to 11 worker hours, while the EV powertrains took 15 to 24. “A lot of the confusion sits around, what parts are you counting in this evaluation?” Cotterman told me. “We’re saying that if you were to produce every single component in an EV in the U.S., that the total sum of those powertrain components will be higher than the equivalent ICE components.”

There are a few important caveats to the research. For one, Cotterman stressed that these are present-day numbers, and they might change as EV plants scale up and learn to be more efficient. When he looked at data from Chinese manufacturing plants, they were a lot more efficient than what he saw in the U.S. And that relates to his other point. Currently, most battery components are not made in the U.S.
“With so many battery components made in China and South Korea, a lot of those potential labor hours are being captured by other countries,” he said. “So it's a question of the future American manufacturing workforce — how do we value them? How many opportunities do we want to extend to them?”
Another report published in 2021 by the Economic Policy Institute, a nonpartisan think tank, reached a similar conclusion. It found that the stakes for workers in the EV transition depend largely on public policy efforts to shore up U.S. manufacturing and enhance job quality. “The real challenge is making sure U.S.-based producers can invest enough to become competitive in battery production, and claw back some of the overall sales market share they lost since the Great Recession,” Josh Bivens, chief economist at the institute, told me in an email. “These are much bigger deals than anything about the inherent production process of EVs — and they’re very amenable to policy.”
Automakers have claimed that paying workers more would put them at a disadvantage and hinder their ability to invest in the EV transition. But in a recent blog post, the Economic Policy Institute argued that with the help of subsidies from President Biden’s signature climate law, the Inflation Reduction Act, automakers have “more than enough money” to invest in EVs, pay workers a fair share, and maintain healthy profits.
The IRA created a domestic manufacturing tax credit that subsidizes the production of battery cells to the tune of $35 per kilowatt-hour of capacity. It offers an additional $10 per kilowatt-hour tax credit for the domestic production of battery modules, or the process of assembling the cells into arrays that later get put into battery packs. And there’s another incentive for automakers to onshore battery production — it will help their vehicles qualify for the IRA’s consumer tax credit.
According to a database maintained by the advocacy group Climate Power, there have been about 10 EV battery manufacturing plant projects announced in the U.S. since the IRA was passed, at least some of which will produce cells.
So is the crux of the matter that EV job losses or gains all come down to batteries? Not necessarily.
Whether or not the U.S. is able to build up domestic battery production, early evidence of the EV transition in the United States shows that EVs may require more labor, even in the final assembly stages.
Anna Stefanopoulou, a professor of mechanical engineering at the University of Michigan, has been investigating three manufacturing sites that used to produce conventional cars and are now producing EVs: A Tesla factory in California that used to be a jointly-owned facility between GM and Toyota that produced Pontiacs and Corollas; a Rivian plant in Illinois that previously produced Mitsubishis; and the Orion Assembly plant in Michigan, where GM transitioned from producing Chevy Sonics and Buick Veranos to electric Chevy Bolts.
Her research has not been peer reviewed or published yet, but Stefanopoulou told me that after analyzing publicly available data sources for employment and output at each plant, she found that productivity had gone down in all three cases. Each one is producing fewer vehicles per worker than they were before, meaning it’s taking more people per vehicle to produce electric cars. The California site, which has been producing EVs for the longest out of the three, showed the most dramatic change. At its peak, the GM/Toyota plant produced 80 vehicles per person per year. The Tesla plant averages 30.
Stefanopoulou believes the data reflects the nascent state of U.S. electric vehicle manufacturing. She predicts that after a decade or so, as processes become more streamlined, the commonly-held belief that EV assembly requires less labor will turn out to be correct. However, she also said that if she were to consider battery cell production, as Cotterman did, EV production on the whole could require more people.
She also stressed that her data is not conclusive, and poses many more questions. For example, she found that overall production per worker in the U.S. is falling. So does the labor intensity at the EV plants reflect something specific about those factories, or a bigger issue in U.S. manufacturing productivity?
It’s also been hard for her team to identify what was actually being produced at each plant at any given time. For example, the previous owners of the California plant did not assemble engines there, but the Tesla factory is assembling battery packs. So that might explain why productivity is so much lower now. But there are a lot of unknowns. “Over the years, they changed their patterns,” she told me. “They take the cells and assemble the pack, or occasionally they manufacture cells. So we don’t know exactly what kind of work the plants include. We know the outputs are vehicles, but what does assembly include?”
In any case, Stefanopoulou is torn about what conclusion to draw from her findings on productivity. “Sometimes I don’t know if what I will present in my paper will be good news or bad news,” she told me. “Maybe it’s good news for our people that are involved, but at the end, you know, we need to be productive also, so that we can actually lower the costs so people can afford buying electric vehicles.”
What seems clear is that whether the transition results in more jobs or fewer depends a lot on which processes you’re including, how many of them will ultimately be done domestically, and how much will get streamlined through automation and other efficiency measures.
At the same time, topline job numbers aren’t the full story. The jobs created in the EV transition will certainly not all resemble the jobs that are lost. They may not be located in the same places, or require the same set of skills. Workers are right to be worried about upheaval.
But these are things that can be managed, if automakers are willing to come to the table with workers, and vice versa. For example, when Ford negotiated the closure of its Romeo Engine Plant at the end of last year, every employee was offered either a buyout or a transfer to another facility. Barbossa, the Ford spokesperson, told me many are now working about 20 minutes away, at the Van Dyke Electric Powertrain Center, building EV power units for the F-150 Lightning and hybrid powertrains for the Maverick and F-150.
I reached out to the United Autoworkers to get their thoughts on these studies, but the union did not respond to my questions. The UAW does appear to have a good handle on the stakes of battery manufacturing, however. Last week, Jim Farley of Ford provided an update on the negotiations, and said that “the UAW is holding the deal hostage over the battery plants.”
Farley vowed that none of its workers will lose their jobs due to battery plants during the next contract period. “In fact, for the foreseeable future we will have to hire more workers as some workers retire, in order to keep up with demand,” he said. “We are open to working with the union on a fair deal for battery plants, but these are multi-billion investments and they have to make business sense.”
Read more about electric vehicles and labor:
What the UAW Wants Exactly — and What It Means for Electric Cars
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And more of the week’s top news around development conflicts.
1. Benton County, Washington – The bellwether for Trump’s apparent freeze on new wind might just be a single project in Washington State: the Horse Heaven wind farm.
2. Box Elder County, Utah – The big data center fight of the week was the Kevin O’Leary-backed project in the middle of the Utah desert. But what actually happened?
3. Durham County, North Carolina – While the Shark Tank data center sucked up media oxygen, a more consequential fight for digital infrastructure is roiling in one of the largest cities in the Tar Heel State.
4. Richland County, Ohio – We close Hotspots on the longshot bid to overturn a renewable energy ban in this deeply MAGA county, which predictably failed.
A conversation with Nick Loris of C3 Solutions
This week’s conversation is with Nick Loris, head of the conservative policy organization C3 Solutions. I wanted to chat with Loris about how he and others in the so-called “eco right” are approaching the data center boom. For years, groups like C3 have occupied a mercurial, influential space in energy policy – their ideas and proposals can filter out into Congress and state legislation while shaping the perspectives of Republican politicians who want to seem on the cutting edge of energy and the environment. That’s why I took note when in late April, Loris and other right-wing energy wonks dropped a set of “consumer-first” proposals on transmission permitting reform geared toward addressing energy demand rising from data center development. So I’m glad Loris was available to lay out his thoughts with me for the newsletter this week.
The following conversation was lightly edited for clarity.
How is the eco right approaching permitting reform in the data center boom?
I would say the eco-right broadly speaking is thinking of the data center and load growth broadly as a tremendous and very real opportunity to advance permitting and regulatory reforms at the federal and state level that would enable the generation and linear infrastructure – transmission lines or pipelines – to meet the demand we’re going to see. Not just for hyperscalers and data centers but the needs of the economy. It also sees this as an opportunity to advance tech-neutral reforms where if it makes sense for data centers to get power from virtual power plants, solar, and storage, natural gas, or co-locate and invest in an advanced reactor, all options should be on the table. Fundamentally speaking, if data centers are going to pay for that infrastructure, it brings even greater opportunity to reduce the cost of these technologies. Data centers being a first mover and needing the power as fast as possible could be really helpful for taking that step to get technologies that have a price premium, too.
When it comes to permitting, how important is permitting with respect to “speed-to-power”? What ideas do you support given the rush to build, keeping in mind the environmental protection aspect?
You don’t build without sufficient protections to air quality, water quality, public health, and safety in that regard.
Where I see the fundamental need for permitting reform is, take a look at all the environmental statutes at the federal level and analyze where they’re needing an update and modernization to maintain rigorous environmental standards but build at a more efficient pace. I know the National Environmental Policy Act and the House bill, the SPEED Act, have gotten lots of attention and deservedly so. But also it’s taking a look at things like the Clean Water Act, when states can abuse authority to block pipelines or transmission lines, or the Endangered Species Act, where litigation can drag on for a lot of these projects.
Are there any examples out there of your ideal permitting preferences, prioritizing speed-to-power while protecting the environment? Or is this all so new we’re still in the idea phase?
It’s a little bit of both. For example, there are some states with what’s called a permit-by-rule system. That means you get the permit as long as you meet the environmental standards in place. You have to be in compliance with all the environmental laws on the books but they’ll let them do this as long as they’re monitored, making sure the compliance is legitimate.
One of the structural challenges with some state laws and federal laws is they’re more procedural statutes and a mother may I? approach to permitting. Other statutes just say they’ll enforce rules and regulations on the books but just let companies build projects. Then look at a state like Texas, where they allow more permits rather quickly for all kinds of energy projects. They’ve been pretty efficient at building everything from solar and storage to oil and gas operations.
I think there’s just many different models. Are we early in the stages? There’s a tremendous amount of ideas and opportunities out there. Everything from speeding up interconnection queues to consumer regulated electricity, which is kind of a bring-your-own-power type of solution where companies don’t have to answer or respond to utilities.
It sounds like from your perspective you want to see a permitting pace that allows speed-to-power while protecting the environment.
Yeah, that’s correct. I mean, in the case of a natural gas turbine, if they’re in compliance with the regulations at the state and federal level I don’t have an issue with that. I more so have an issue if they’re disregarding rules at the federal or state level.
We know data centers can be built quickly and we know energy infrastructure cannot. I don’t know if they’ll ever get on par with one another but I do think there are tremendous opportunities to make those processes more efficient. Not just for data centers but to address the cost concerns Americans are seeing across the board.
Do you think the data center boom is going to lead to lots more permitting reform being enacted? Or will the backlash to new projects stop all that?
I think the fundamental driver of permitting reform will be higher energy prices and we’ll need more supply to have more reliability. You just saw NERC put out a level 3 warning about the stability of the grid, driven by data centers. People really pay attention to this when prices are rising.
Will data centers help or hurt the cause? I think that remains to be seen. If there’s opportunities for data centers to pay for infrastructure, including what they’re using, there are areas where projects have been good partners in communities. If they’re the ones taking the opportunity to invest, and they can ensure ratepayers won’t be footing the bill for the power infrastructure, I think they’ll be more of an asset for permitting reform than a harm.
The general public angst against data centers is – trying to think of the right word here – a visceral reaction. It snowballed on itself. Hopefully there’s a bit of an opportunity for a reset and broader understanding of what legitimate concerns are and where we can have better education.
And I’m certainly not shilling for the data centers. I’m here to say they can be good partners and allies in meeting our energy needs.
I’m wondering from your vantage point, what are you hearing from the companies themselves? Is it about a need to build faster? What are they telling you about the backlash to their projects?
When I talk to industry, speed-to-power has been their number one two and three concern. That is slightly shifting because of the growing angst about data centers. Even a few years ago, when developers were engaging with state legislatures, they were hearing more questions than answers. But it’s mostly about how companies can connect to the grid as fast as possible, or whether they can co-locate energy.
Okay, but going back to what you just said about the backlash here. As this becomes more salient, including in Republican circles, is the trendline for the eco-right getting things built faster or tackling these concerns head on?
To me it's a yes, and.
I would broaden this out to be not just the eco right but also Abundance progressives, Abundance conservatives, and libertarians. We need to address these issues head on – with better education, better community engagement. Make sure people know what is getting built. I mean, the Abundance movement as a whole is trying to address those systemic problems.
It’s also an opportunity for the necessary policy reform that has plagued energy development in the U.S. for decades. I see this from an eco right perspective and an abundance progressive perspective that it's an opportunity to say why energy development matters. For families, for the entire U.S. energy economy, and for these hyperscalers.
But if you don’t win in the court of public opinion, none of this is going to matter. We do need to listen to the communities. It’s not an either or here.
And future administrations will learn from his extrajudicial success.
President Donald Trump is now effectively blocking any new wind projects in the United States, according to the main renewables trade group, using the federal government’s power over all things air and sky to grind a routine approval process to a screeching halt.
So far, almost everything Trump has done to target the wind energy sector has been defeated in court. His Day 1 executive order against the wind industry was found unconstitutional. Each of his stop work orders trying to shut down wind farms were overruled. Numerous moves by his Interior Department were ruled illegal.
However, since the early days of Trump 2.0, renewable energy industry insiders have been quietly skittish about a potential secret weapon: the Federal Aviation Administration. Any structure taller than 200 feet must be approved to not endanger commercial planes – that’s an FAA job. If the FAA decided to indefinitely seize up the so-called “no hazard” determinations process, legal and policy experts have told me it would potentially pose an existential risk to all future wind development.
Well, this is now the strategy Trump is apparently taking. Over the weekend, news broke that the Defense Department is refusing to sign off on things required to complete the FAA clearance process. From what I’ve heard from industry insiders, including at the American Clean Power Association, the issues started last summer but were limited in scale, primarily impacting projects that may have required some sort of deal to mitigate potential impacts on radar or other military functions.
Over the past few weeks, according to ACP, this once-routine process has fully deteriorated and companies are operating with the understanding FAA approvals are on pause because the Department of Defense (or War, if you ask the administration) refuses to sign off on anything. The military is given the authority to weigh in and veto these decisions through a siting clearinghouse process established under federal statute. But the trade group told me this standstill includes projects where there are no obvious impacts to military operations, meaning there aren’t even any bases or defense-related structures nearby.
One energy industry lawyer who requested anonymity to speak candidly on the FAA problems told me, “This is the strategy for how you kill an industry while losing every case: just keep coming at the industry. Create an uninvestable climate and let the chips fall where they may.”
I heard the same from Tony Irish, a former career attorney for the Interior Department, including under Trump 1.0, who told me he essentially agreed with that attorney’s assessment.
“One of the major shames of the last 15 months is this loss of the presumption of regularity,” Irish told me. “This underscores a challenge with our legal system. They can find ways to avoid courts altogether – and it demonstrates a unilateral desire to achieve an end regardless of the legality of it, just using brute force.”
In a statement to me, the Pentagon confirmed its siting clearinghouse “is actively evaluating land-based wind projects to ensure they do not impair national security or military operations, in accordance with statutory and regulatory requirements.” The FAA declined to comment on whether the country is now essentially banning any new wind projects and directed me to the White House. Then in an email, White House deputy press secretary Anna Kelly told me the Pentagon statement “does not ‘confirm’” the country instituted a de facto ban on new wind projects. Kelly did not respond to a follow up question asking for clarification on the administration’s position.
Faced with a cataclysmic scenario, the renewable energy industry decided to step up to the bully pulpit. The American Clean Power Association sent statements to the Financial Times, The New York Times and me confirming that at least 165 wind projects are now being stalled by the FAA determination process, representing about 30 gigawatts of potential electricity generation. This also apparently includes projects that negotiated agreements with the government to mitigate any impacts to military activities. The trade group also provided me with a statement from its CEO Jason Grumet accusing the Trump administration of “actively driving the debate” over federal permitting “into the ditch by abusing the current permitting system” – a potential signal for Democrats in Congress to raise hell over this.
Indeed, on permitting reform, the Trump team may have kicked a hornet’s nest. Senate Energy and Natural Resources Ranking Member Martin Heinrich – a key player in congressional permitting reform talks – told me in a statement that by effectively blocking all new wind projects, the Trump administration “undercuts their credibility and bipartisan permitting reform.” California Democratic Rep. Mike Levin said in an interview Tuesday that this incident means Heinrich and others negotiating any federal permitting deal “should be cautious in how we trust but verify.”
But at this point, permitting reform drama will do little to restore faith that the U.S. legal and regulatory regime can withstand such profound politicization of one type of energy. There is no easy legal remedy to these aerospace problems; none of the previous litigation against Trump’s attacks on wind addressed the FAA, and as far as we know the military has not in its correspondence with energy developers cited any of the regulatory or policy documents that were challenged in court.
Actions like these have consequences for future foreign investment in U.S. energy development. Last August, after the Transportation Department directed the FAA to review wind farms to make sure they weren’t “a danger to aviation,” government affairs staff for a major global renewables developer advised the company to move away from wind in the U.S. market because until the potential FAA issues were litigated it would be “likely impossible to move forward with construction of any new wind projects.” I am aware this company has since moved away from actively developing wind projects in the U.S. where they had previously made major investments as recently as 2024.
Where does this leave us? I believe the wind industry offers a lesson for any developers of large, politically controversial infrastructure – including data centers. Should the federal government wish to make your business uninvestable, it absolutely will do so and the courts cannot stop them.