Robotics Technician Shortage Deepens as 118,000 Roles Sit Open Across U.S.
LinkedIn now lists 288 RaaS-specific jobs in the United States. Over 118,000 robotics technician positions are open nationwide. Formic, a startup that leases robots to small and mid-sized factories, has a posting for a Robotics Automation Technician in Bolingbrook, IL. Lucid Bots is hiring a Robotics Technician in Charlotte, NC. Skild AI, Robust.AI, Proception.AI, and FieldAI are all recruiting technicians across California and Massachusetts. CareersInRobotics.com reports a median salary of $156,563 across 907 robotics jobs with disclosed pay data as of December 2025, with senior robotics technicians earning $90,000–$110,000 and the top 10% exceeding $120,000.
These aren't software engineers in Palo Alto. These are hands-on roles in industrial facilities, created by a structural shift in how robots get deployed.
Why This Shift Matters Now
Robotics-as-a-Service is transforming robot deployment from a capital expenditure into an operational subscription model. Instead of buying a $150,000 robot outright, a manufacturer pays $1,500 to $8,000 per month per unit. The provider owns the hardware, maintains the software, and guarantees uptime. The customer gets automation without the balance-sheet hit.
The global RaaS market is projected to grow from $16.18 billion in 2025 to $125.17 billion by 2034, a compound annual growth rate of 25.52%, per industry forecasts. McKinsey projects the broader global robotics market will expand from $45 billion in 2023 to over $370 billion by 2040.
This is not a story about robots replacing workers. It is a story about a new labor model, one where the subscription economy is generating on-site technician, fleet-operator, and maintenance roles inside American factories, precisely when over half a million manufacturing jobs sit unfulfilled and the talent pool for these hybrid roles is nearly empty.
The Capex Wall That Kept Robots Out of Most American Factories
For decades, the economics of industrial robotics favored the biggest players. A single industrial robot arm could cost $50,000 to $250,000 before integration, installation, and programming. For a large automaker or electronics manufacturer, that was a line item. For a mid-sized parts supplier in Ohio or a third-party logistics warehouse in Texas, it was a wall.
The IFR reports the global market value of industrial robot installations reached an all-time high of $16.7 billion in its 2026 trends report. But that value was concentrated among large corporations with capital budgets and dedicated engineering teams. The long tail of small and mid-sized manufacturers, which account for the vast majority of U.S. industrial firms, was largely locked out.
RaaS is breaking that wall down. Subscription pricing typically runs $1,500 to $8,000 per unit per month for warehouse or manufacturing automation robots, reducing upfront capital expenditure by up to 70% compared with purchasing outright. Jan Zizka, CEO of Brightpick, predicts adoption will accelerate fastest among smaller manufacturers, 3PLs, and firms with constrained capital budgets, precisely the segment that could never justify a six-figure robot purchase.
Formic is explicitly targeting this gap, offering small to mid-sized factories access to automation through a subscription model. DNX operates a robot rental platform with 5,000 active robots globally at roughly $50 per hour. Knightscope offers security robots at $0.75 per hour on subscription. The model is proving viable across sectors and price points.
From Purchase to Subscription—The Structural Shift Creating On-Site Jobs
When robots were sold as products, the transaction ended at installation. The buyer absorbed all operational risk: maintenance, repairs, software updates, and eventual decommissioning. The vendor's integration team came, set up, and left.
RaaS inverts that model. The provider bundles hardware, software, and maintenance into monthly fees, meaning the provider must keep the fleet running. That requires dedicated on-site personnel: technicians who perform preventive maintenance, fleet operators who monitor performance dashboards, and specialists who handle exceptions the robots can't resolve.
Amazon has deployed over one million robots in its warehouses. The company currently has 385 active robotics job postings on CareersInRobotics.com. That scale of human employment exists precisely because each robot in the fleet requires monitoring, troubleshooting, and optimization. The robots don't run themselves. They run because people make sure they run.
The Bureau of Labor Statistics reports approximately 15,000 robot technicians were working in the U.S. in 2024, with employment projected to grow 9% over the next decade. That projection likely underestimates demand given the RaaS growth trajectory. Indeed shows 12,427 robotics companies hiring in the U.S. SimplyHired lists 3,686 robotics technician jobs. Glassdoor shows 212 open positions for Robotics Field Service Technician. The labor market is already straining.
The Labor Shortage That Makes Automation—and These Jobs—Inevitable
Over half a million manufacturing jobs are currently unfulfilled in the U.S., Sohrab Haghighat, CEO of Hestus, said at a recent Stanford presentation. Jan Zizka of Brightpick puts the figure at over one million open manufacturing jobs, making automation essential for domestic production.
The shortage is not just about headcount. It is about a broken chain of knowledge transfer. Manufacturing expertise used to pass from person to person, shift to shift, generation to generation. That chain is broken. Fewer young workers are entering the field, and the ones who are often lack the hybrid mechanical-software skills that modern automation demands.
Tom Biegala, writing in Fortune, argues the only cost-effective way to bring manufacturing back to the U.S. is to automate unskilled labor via robotics while humans oversee production systems. This is not labor replacement. It is a redefinition of the human role: from performing repetitive physical tasks to directing and optimizing the systems that perform them.
The dynamic is not unique to the U.S. Roland Berger reports around 45% of German manufacturing companies are already lacking qualified personnel, and over 85% are experiencing operational effects of labor shortages. Germany's IAB predicts the baby boomer generation will retire by 2035, creating a massive labor gap. By 2050, the working-age population in Germany will shrink by 24%. China faces a 24% decline in its working-age population by the same year.
The World Economic Forum predicts automation will displace 85 million jobs by 2025 but create 97 million new ones. The Linux Foundation reports AI is driving a net hiring effect of +27% across European tech organizations in 2026. The net employment effect is positive. But the jobs are different, and the skills required are different, and the training pipeline is not keeping up.
Inside the Factory—What the New RaaS Jobs Actually Look Like
The jobs created by RaaS are hybrid roles. An automation technician at a factory using Brightpick robots doesn't just turn wrenches. They monitor software dashboards, diagnose sensor faults, recalibrate grippers, and optimize pick paths. They need enough mechanical aptitude to replace a servo motor and enough software literacy to interpret an error log.
Automation Technicians earn an average of $69,000 per year, per CareersInRobotics.com's 2025 salary data. Robotics Software Engineers earn $189,000. NVIDIA pays a median of $270,000 for robotics roles. Waymo pays $232,000. Shield AI pays $228,000.
For the technician track specifically, entry-level Robotics Technicians earn $45,000–$55,000. Senior technicians earn $90,000–$110,000. The top 10% exceed $120,000. These figures place the roles well above the U.S. median household income and competitive with many white-collar professions.
The geographic spread is wide. US Farathane has Automation Technician openings in Georgetown, TX and Riverside, MO. Moderna is hiring a Principal Engineer for Robotics Controls and a Senior Engineer for Robotics Applications in Norwood, MA. Velociti has a Robotics and Autonomy Solutions Engineer role in Riverside, CA paying $120,000–$175,000. Lucid Bots is hiring in Charlotte. Skild AI, Robust.AI, Proception.AI, and FieldAI are hiring across California and Massachusetts.
The Feed, a U.S. ecommerce retailer, uses Brightpick robots to run a fully autonomous night shift for order picking and buffering. But the system still requires on-site technicians to oversee operations, handle exceptions, and perform maintenance. The robots run the night shift. The humans make sure they run it right.
The Proof Points—RaaS Deployments Already Generating Jobs on the Ground
Figure AI deployed its Figure 02 humanoid robot on an active BMW assembly line in Spartanburg, South Carolina. Over 11 months, the robot loaded over 90,000 sheet metal parts and logged more than 1,250 operating hours, contributing to the production of over 30,000 BMW X3 vehicles. That deployment required on-site technicians and operators working alongside the robot, every shift.
BMW extended the Figure AI pilot to its Leipzig plant in 2026, marking the first productive use of Physical AI in Europe. Hyundai, which owns an 80% stake in Boston Dynamics, presented its AI-powered Atlas robot at CES 2026 and committed to using it in its electric vehicle factory in Georgia. Both expansions imply new on-site roles: technicians, operators, fleet managers.
Agility Robotics is building a "RoboFab" factory in Oregon aimed at producing up to 10,000 Digit humanoid robots per year. Amazon is testing Digit in its warehouses and has invested in the company. That partnership will require fleet operators and maintenance technicians at Amazon facilities across the country.
Hyundai plans to manufacture 30,000 humanoid robots per year by 2028 for use in vehicle manufacturing plants. Bank of America forecasts 90,000 humanoid robot shipments in 2026, rising to 1.2 million units by 2030. Each unit represents potential on-site employment. Morgan Stanley values the humanoid robot market at $6.24 billion in 2026, projected to grow to $165.13 billion by 2034.
The Economics That Make the Model Self-Reinforcing
RaaS reduces upfront capital expenditure by up to 70% compared with purchasing robots outright. That lowers financial risk and makes automation accessible to buyers cautious about heavy capex during uncertain economic periods.
Citibank analysis found a $25,000 humanoid robot working 16 hours a day, 6 days a week, can pay for itself in 36 weeks based on the U.S. minimum wage. Roland Berger estimates the operational cost of an advanced humanoid robot at approximately $2 per hour, compared to $28 per hour for a U.S. warehouse worker. Boston Consulting Group estimates ROI of industrial robotization projects at 10–15% in the first year and 20–25% over 3 to 5 years.
RaaS also functions as a low-risk testing framework. Companies can deploy unproven solutions early, validate performance, and scale what works, all without exposing themselves to the full financial risk of a capital purchase. Each scaling decision creates new on-site roles. More deployments generate more jobs, which enable more deployments.
Between 2023 and 2024, manufacturing costs for humanoid robots fell by 40%, from a range of $50,000–$250,000 to $30,000–$150,000. Tesla aims for a medium-term price point of under $20,000 to $30,000 for its Optimus robot. RethinkX predicts humanoid robots could cost less than $10 per hour in the near future and potentially below $1 per hour by 2035.
The Talent Gap—Why These Jobs Are Going Unfilled and What It Means
LinkedIn shows 288 RaaS jobs and over 118,000 robotics technician jobs in the U.S. The supply of workers with the right combination of mechanical aptitude, software literacy, and manufacturing experience is far below demand.
California dominates U.S. robotics compensation with a $193,000 median, 81% above the non-California average of $106,000, per CareersInRobotics.com. The talent shortage is driving up wages, particularly in high-cost regions where the competition for hybrid mechanical-software workers is fiercest.
The hybrid model, robots running lights-out for part of the day and supervised during peak hours, is set to expand rapidly in 2026. But it requires technicians who can manage both autonomous operations and hands-on intervention. Current training programs are not producing these workers at scale.
Jan Zizka of Brightpick says the winners in 2026 and beyond will be operators who start deploying automation now, learn from it, and scale what actually works. The companies and workers who invest in these skills earliest will have a compounding advantage. The ones who wait will find the chairs already taken.
The Bigger Picture—RaaS as a Pillar of U.S. Manufacturing Reshoring
The shift toward rebuilding domestic manufacturing in the U.S. is accelerating, driven by persistent supply chain fragility, geopolitical uncertainty, and tariffs. Roughly 90% of key robotics components are still sourced from China, and a gradual divide between U.S.-aligned and China-aligned robotics ecosystems is emerging. More companies now demand dual sourcing to protect against shocks. Rebuilding the robotics supply chain is a decade-long effort.
Jensen Huang, CEO of NVIDIA, said at Computex 2025 that Physical AI and robotics will trigger the next industrial revolution. NVIDIA launched Isaac GR00T N1 in March 2025, updated to N1.5 in May 2025, as the world's first open Foundation Model for generalist humanoid robots. The software backbone for the next generation of deployable robots is being built now.
Morgan Stanley predicts humanoid robot adoption will accelerate in the late 2030s, with 77.7 million humanoid robots operating in the U.S. by 2050. Omdia expects shipments to grow into the millions by 2035. RethinkX predicts a $280 billion investment in humanoid robots could generate a productivity increase of $66 trillion. Roland Berger projects the total humanoid robot market could approach $4 trillion annually by 2050.
The only cost-effective way to bring manufacturing back to U.S. soil is to automate unskilled labor via robotics while human operators, technicians, and managers oversee complex production systems. This is not labor replacement. It is a state where humans direct and optimize robotic automation.
The Empty Chair on the Factory Floor
The $75,000–$110,000 on-site robotics technician is a job that didn't exist when robots were sold as products. Now it sits at the center of a $125 billion global market shift.
The U.S. has over half a million unfulfilled manufacturing jobs, a nearly empty talent pool for hybrid robotics roles, and a RaaS market growing at 25.52% CAGR. The chairs are open. The robots are arriving. The question is whether America can train and hire the humans needed to run them.
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