Warehouses are where automation is easiest to see: conveyors, sorting systems, scanners and robots that bring shelves to pickers. AI plans routes, forecasts demand and decides where stock should sit. Most warehouse jobs still involve moving, packing and checking goods by hand.
The short answer: generative AI is not the main pressure on warehouse jobs, and demand is still growing. The ILO's 2025 index rates freight handlers and hand packers as not exposed to generative AI. The US Bureau of Labor Statistics projects 4 percent growth for hand laborers and material movers from 2025 to 2035, with about 904,200 openings a year. Projections are estimates, not guarantees.
How exposed warehouse workers are
The International Labour Organization scores occupations' tasks from 0 (cannot be automated with generative AI) to 1 (could be done without a human operator), and groups them into gradients from 1 to 4, with 4 the most exposed; below them sit minimal exposure and not exposed (ILO Working Paper 140, 2025).
| Occupation (ISCO-08) | ILO category | Mean task score (0 to 1) |
|---|---|---|
| Stock Clerks | Minimal exposure | 0.37 |
| Hand Packers | Not exposed | 0.20 |
| Shelf Fillers | Not exposed | 0.20 |
| Freight Handlers | Not exposed | 0.14 |
The ILO index measures generative AI, not robots, conveyors or sorting machines. Those are a separate kind of automation and matter more in warehouses.
What the BLS projects
| Occupation | Projected change 2025 to 2035 | Openings a year |
|---|---|---|
| Hand laborers and material movers | Grow 4% | About 904,200 |
The BLS notes that some warehouses have installed high-speed conveyors and sorting systems, and that machine feeding tasks are likely to keep being automated. It expects demand for stockers to grow as more orders are prepared for pickup or delivery.
What automation is taking on
- Moving goods along conveyors and sorting them by destination.
- Bringing shelves or totes to pickers with mobile robots.
- Forecasting demand and planning where stock is stored.
- Scanning, counting and tracking inventory.
What stays with the warehouse worker
- Handling: moving, sorting, packing and wrapping goods, especially odd shapes and fragile items.
- Records: keeping track of what was moved, packed or sorted, and fixing mismatches.
- Machines: signaling operators, clearing jams and keeping equipment clean and running.
- Checking: pick lists and AI forecasts can be wrong, which NIST calls confabulation (NIST AI 600-1). See checking AI output.
How the job is changing
As warehouses automate, more roles involve working next to machines, fixing problems they cannot handle and maintaining them. Workers with equipment, inventory system or maintenance skills tend to have more options.
See also warehouse quotas and algorithmic management, AI and workplace safety (EU-OSHA on robots and AI that sets the pace), will AI replace logistics jobs?, will AI replace truck drivers? and jobs safe from AI
Pay and how to get in
The US Bureau of Labor Statistics puts the median annual pay for hand laborers and material movers at $38,220 in May 2025, against $50,980 for all workers. The typical education needed to enter is: no formal educational credential. See how this job compares in AI exposure by pay and AI exposure by education level.
Questions and answers
Will AI replace warehouse workers?
Not on current evidence. The ILO rates freight handlers and hand packers not exposed to generative AI, and the BLS projects 4 percent growth for hand laborers and material movers from 2025 to 2035.
Are robots replacing warehouse jobs?
Robots and conveyors take on some moving and sorting, and the BLS expects machine feeding tasks to keep being automated, but demand for stockers is expected to grow with online orders.
How many warehouse openings are expected?
The BLS projects about 904,200 openings a year for hand laborers and material movers.
What warehouse work stays human?
Handling varied goods, keeping records, working with and fixing machines, and checking automated output.