How far away are robots from doing a cleaner's job?

What the government expects

The U.S. Bureau of Labor Statistics counts about 2.43 million janitors and building cleaners in 2025. In its August 2026 forecast, it expects that number to grow 2% by 2035. It also expects about 321,800 openings a year, mostly from people leaving the job.

The same report says high-tech cleaning methods may slow growth. It does not expect the job to shrink in the next ten years.

What AI experts expect

AI Impacts asked 1,580 AI researchers when machines could do every job better and cheaper than people. The survey was taken in December 2024. As a group they gave that a 10% chance by 2035 and a 50% chance by 2098.

They were asked about hands-on tasks too. They gave about even odds that a robot could fold laundry like a store worker within ten years, and wire a new house by 2040. That means a top lab could build it. Getting it cheap and into buildings takes longer.

Their answers have moved earlier with each survey. The authors also warn that expert guesses like these have a mixed track record.

What banks and economists expect

Morgan Stanley forecasts that humanoid robots will be adopted slowly until the mid-2030s, then faster in the late 2030s and 2040s. Goldman Sachs forecast about 1.4 million humanoid robots shipping by 2035. In 2024 it put the cost to build one at $30,000 to $150,000.

Back in 2013, two Oxford researchers gave janitors and cleaners a 66% chance of being automated someday. They gave no date. Janitor jobs have grown since then.

Our estimate, in three stages

1. Now: machines take open-floor scrubbing and vacuuming in big open buildings. People do the rest.
2. Next several years, roughly to the mid-2030s: robots may help with more tasks in some buildings, like carrying things from room to room. People still do most of the job, and someone runs the machines.
3. The whole job in most buildings: likely decades away. The experts put a 10% chance on 2035 and even odds on 2098, so the range is very wide.

What would change our read

We would move our estimate earlier if a robot started cleaning restrooms and offices at many paid sites with no one steering it from afar. We would move it later if robots stay stuck in warehouses moving boxes. We will update this page when the evidence changes.