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Meta tests robots for data center maintenance, impacting technician jobs

Meta is testing robots in its data centers to handle routine maintenance tasks, which could threaten technician jobs as automation increases. The initiative aims to improve efficiency and reduce costโ€ฆ

Inside Metaโ€™s Push to Put Robots to Work in Data Centers
Wired โ€” 28 August 2026
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Meta is testing robots in its data centers that can swap cables, reset servers and perform other routine maintenance tasks, sparking worry among technicians that their jobs could be threatened. The trials began in late 2023 at a facility in Oregon, where a small team of engineers monitored the robots as they moved through racks and handled equipment with a level of precision that is difficult for humans to match consistently. The company says the goal is to free staff for higherโ€‘skill work and reduce downtime.

The move comes as data centers grow faster than the supply of skilled workers. Metaโ€™s network now spans more than 300 sites worldwide and handles trillions of data points each day. Maintaining that infrastructure is costly; a single technician can spend hours troubleshooting a fault that a robot can fix in minutes. Automation also helps the company keep pace with competitors that are already using drones and AI to inspect hardware. The industryโ€™s shift to automation reflects broader concerns about the future of tech jobs, especially in roles that involve repetitive physical labor.

Metaโ€™s push followed a series of pilot projects in other tech giants. The company invested $200 million in robotics research last year and partnered with a robotics manufacturer that specializes in industrial automation. Early tests show that robots can reduce maintenance time by up to 30 percent and cut error rates by 15 percent. However, the trials also revealed that the robots need frequent software updates and that human oversight remains essential, especially for unexpected failures. Employees at the Oregon site have reported that the robots are a useful tool, but they also fear that the technology could replace their roles entirely.

Looking ahead, Meta plans to roll out the robots to more sites by the end of 2025, with a phased approach that includes training programs for technicians to manage and repair the machines. The company has said it will keep a mix of human and robotic staff, but industry analysts warn that the trend could accelerate automation in the sector. Workersโ€™ unions have called for clear guidelines on job security and retraining. Whether the robots will ultimately displace technicians or simply change the nature of their work remains to be seen, but the experiment marks a significant step in the automation of one of the most critical infrastructures in the digital economy.

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