Somewhat Resilient
Last Update: 5/19/2026
AI Resilience Score for Team Assemblers:
49.4%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Low
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Limited data sources are available, or existing sources show notable disagreement on the outlook for this occupation.
Contributing sources
AI Resilience Report forTeam Assemblers
$42,210 median salary•156,300 annual openings•SOC Code: 51-2092.00
Team Assemblers are somewhat less resilient to AI impacts than most occupations, according to our analysis of 5 sources.
Team assemblers land in the "Somewhat Resilient" category because robots and AI are genuinely making inroads on the factory floor — but not fast enough to wipe out the role anytime soon. Skills like adapting on the fly, solving unexpected problems, and working as part of a team are still really hard for machines to replicate, and Deloitte estimates over 81% of manufacturing task hours will still need a human touch through the near future.
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Team assemblers land in the "Somewhat Resilient" category because robots and AI are genuinely making inroads on the factory floor — but not fast enough to wipe out the role anytime soon. Skills like adapting on the fly, solving unexpected problems, and working as part of a team are still really hard for machines to replicate, and Deloitte estimates over 81% of manufacturing task hours will still need a human touch through the near future.
Read full analysisAnalysis of Current AI Resilience
Team Assemblers
Updated Quarterly
How is AI changing Team Assemblers jobs?
If you're considering work as a team assembler, here's the honest picture: AI is mostly augmenting — not replacing — assembly workers right now, though robotics is steadily reducing the number of hands needed on factory floors. The U.S. Bureau of Labor Statistics notes that "improved processes, tools, and automation will reduce job growth" and that "assemblers and fabricators are increasing efficiency by working alongside robots, also known as 'collaborative robotics,' which may reduce the demand for some assemblers and fabricators" [1]. The clearest AI wins so far are in quality inspection: at Audi's Ingolstadt plant, for example, AI is being used to "improve productivity and quality" [2] on the line.
Real-world humanoid pilots are also emerging — BMW reported that Figure AI robots "logged over 1,250 hours at Spartanburg, moving more than 90,000 parts in 10 months" [3] before expanding the test to Germany. Still, Deloitte's 2026 Manufacturing Outlook estimates "more than 81% of task hours in manufacturing are expected to remain human-driven" [4], because skills like adaptability, teamwork, and on-the-spot problem-solving — exactly what team assemblers rotate through every shift — are still hard for machines.
Sources
How fast is AI adoption growing for Team Assemblers?
Adoption is happening, but slower than headlines suggest. On the fast side, the International Federation of Robotics reported 542,000 industrial robots installed in 2024, "more than double the number 10 years ago" [5], and Deloitte found that 22% of manufacturers plan to deploy "physical AI" within two years — a more than twofold increase from today [4], driven by labor shortages and the productivity payoff. On the slow side, Assembly Magazine reports that during the next two years, "fewer than 20 manufacturers are expected to deploy humanoids in their factories or warehouses," with most applications limited to tightly controlled environments [2].
High capital costs, safety standards built for fenced-off robots, and the messy variety of real assembly tasks all slow rollout. Importantly, the industry is investing in people: the Manufacturing Institute, NAM's workforce affiliate, is rolling out new "AI 101 for Manufacturing" courses because, as MI President Carolyn Lee put it, "as new technologies are introduced, it is essential to ensure our workers build the skills needed to engage" [6] [6]. The BLS projects assemblers and fabricators overall will decline just 1% from 2024–2034, with electrical and electronic assembler roles actually growing 5% [1] thanks to EV batteries and semiconductors.
Translation for you: this career isn't disappearing — it's changing. Workers who learn to team up with cobots and AI tools will likely be the most valuable on tomorrow's shop floor.
Sources
Will AI replace Team Assemblers?
Not entirely. We think AI will take over some tasks, but not the whole job.
Team assemblers earn a 49.4% AI Resilience Score, which puts them in a real zone of change. Robots are already handling repetitive moves on factory floors, and the International Federation of Robotics counted 542,000 industrial robots installed in 2024, more than double the number from a decade earlier [5]. Humanoid pilots are expanding too, with BMW testing Figure AI robots that logged over 1,250 hours moving parts before scaling up [3]. The BLS also projects a modest overall decline in assembler roles through 2034 [1].
Still, "replaced" is too strong a word. Deloitte estimates more than 81% of task hours in manufacturing are expected to remain human-driven [4], because adaptability, teamwork, and quick problem-solving are genuinely hard to automate. Electrical and electronic assembler roles are actually growing 5% thanks to EV batteries and semiconductors [1], which shows real pockets of demand.
The honest advice: this career is shifting, not disappearing. Workers who learn to operate alongside cobots and pick up AI-adjacent skills will likely be the most valuable people on tomorrow's shop floor. The change is real, but so is the opportunity to grow with it.
Sources
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Latest AI news for Team Assemblers
These articles highlight how AI is transforming manufacturing, which directly impacts careers for "Team Assemblers." For instance, Caterpillar's investment in AI technology aims to optimize factory operations, suggesting that assemblers will need to adapt to new tools and workflows. Similarly, Volkswagen’s collaboration with AWS emphasizes the importance of smart production systems. As AI enhances efficiency and resilience in manufacturing, aspiring Team Assemblers can find opportunities to upskill and thrive in this evolving landscape, ensuring their relevance in a tech-driven industry.
GM is using AI to design vehicles. Here’s what that means.
www.chicagotribune.com • 5/14/2026
The birth of a new General Motors Co. car still begins with a sketch. But after that, the Detroit automaker is leaning into artificial...
Caterpillar Teams With Nvidia to Deploy AI in Factories
www.assemblymag.com • 1/9/2026
LAS VEGAS—Caterpillar is investing millions of dollars in artificial intelligence technology to transform its factories and products.
Beyond the Assembly Line: How AI and Automation Are Reengineering Manufacturing’s Workforce in 2025
www.techfunnel.com • 10/31/2025
In 2025, manufacturing is experiencing a true digital renaissance. Gone are the days when automation was confined to robotic arms on the...
More Efficient, Smarter, More Resilient: Volkswagen Group collaborates with AWS to help transform production for the age of AI
www.volkswagen-group.com • 8/28/2025
More efficient, smarter, more resilient: Volkswagen Group is gearing up its vehicle production for an AI-powered future.
NVIDIA Builds World’s First Industrial AI Cloud to Advance European Manufacturing
nvidianews.nvidia.com • 6/11/2025
NVIDIA today announced it is building the world's first industrial AI cloud for European manufacturers. This Germany-based AI factory will...
More Career Info
Career: Team Assemblers
They put together parts to make products, working closely with others to ensure everything fits and works correctly.
Parent Careers
Similar Careers
Employment & Wage Data
* Data estimated from parent occupation
Median Wage
$42,210
Jobs (2024)
1,467,100
Growth (2024-34)
-0.1%
Annual Openings
156,300
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Supervise assemblers and train employees on job procedures.
2
Operate machinery and heavy equipment, such as forklifts.
3
Review work orders and blueprints to ensure work is performed according to specifications.
4
Rotate through all the tasks required in a particular production process.
5
Provide assistance in the production of wiring assemblies.
6
Shovel, sweep, or otherwise clean work areas.
7
Determine work assignments and procedures.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
