SHARE:
Table of Contents
Every year, thousands of workers die in jobs that robots could do instead. Mining alone kills around 12,000 people annually according to the ILO. Firefighters, bomb disposal technicians, and nuclear plant workers face risks that no safety protocol fully eliminates.
Robots don’t get fatigued. They don’t lose concentration at hour six of a hazardous task. And when something goes wrong, it’s hardware that gets damaged, not a person.
Below are 10 real-world examples of robots working in dangerous jobs right now, with specific robots, the companies deploying them, and what they’re actually doing.
Disarming explosives is a risky task that requires incredible courage. Fortunately, it doesn’t need human intervention.
Quick Reference: Robots Doing Dangerous Jobs
| Dangerous Job | Robot Example | Key Capability |
|---|---|---|
| Bomb disposal | TALON (iRobot) | Camera, sensors, robotic arm for IED handling |
| Deep-sea exploration | Stanford OceanOneK | Haptic feedback, operates at 500m+ depth |
| Waste management | Oshkosh HARR-E | Autonomous electric collection, app-controlled |
| Firefighting | Pilotless units (Japan FDMA) | Thermal imaging, autonomous fire assessment |
| Space exploration | NASA Perseverance Rover | Mars surface research, 4+ years continuous operation |
| Chemical handling | Pharma dispensing robots | Precision mixing, contamination reduction |
| Construction | Hadrian X (Fastbrick) | 1,000 bricks/hour vs. 300–500 by a human per day |
| Nuclear maintenance | Oxford Dynamics Strider | Radioactive object retrieval, semi-autonomous |
| Industrial welding | FANUC collaborative arc robot | Works alongside humans without guarding |
| Mining operations | Rio Tinto autonomous vehicles | Self-driving ore transport in narrow tunnels |
For a broader taxonomy of what these systems are, see our guide to types of robots.
Robots in Hazardous Environments
1. Bomb Disposal
Disarming explosives is a risky task that requires incredible courage. Fortunately, it doesn’t need human intervention.
Explosive Ordnance Disposal (EOD) robots can handle, inspect, and defuse explosives without putting human operators in risky situations. These robots are equipped with cameras, sensors, and robotic arms to assess and safely neutralize potential threats.
TALON robot: Tactical Reconnaissance and Bomb Disposal
One notable example is the TALON robot, used by military and law enforcement agencies worldwide.
For example, the United States Marines use the TALON robot to assess perilous situations and identify possible explosives before sweeping danger spots with an improvised explosive device (IED) detector. This enables them to get visuals of threats without endangering themselves.
2. Chemical Handling
Many industries, such as the manufacturing industry, use chemicals like paints and sealants that can harm workers if they come into contact with them. As a result, many sectors are integrating robots like paint robots into their chemical handling processes to safeguard workers.
That’s why it should come as no surprise that the global chemical manufacturing robotics market reached approximately $678 million in 2025, with steady growth projected through 2029 as more facilities automate hazardous handling processes. Companies in the pharmaceutical industry often use robots to mix and handle chemical compounds with utmost precision while reducing contamination risks and protecting human workers from coming into contact with harmful compounds.
ABB YuMi in pharmaceutical labs
ABB’s YuMi is a dual-arm collaborative robot deployed in pharmaceutical labs for sample handling, pipetting, centrifuge loading, and mixing of hazardous compounds. Because it works in enclosed lab cells, human workers stay out of contact with toxic or high-potency substances entirely. YuMi’s force-limiting joints also mean it can work alongside lab technicians without safety caging when the task requires it.
3. Firefighting
Firefighting is a dangerous job that exposes firefighters to hazardous conditions such as extreme heat, toxic fumes, and collapsing structures. Heat-resistant firefighting robots can venture into blazing infernos that humans can’t and put out fires.
They are also equipped with cameras and thermal imaging cameras that enable them to assess situations and relay information to firefighters, allowing them to make life-saving decisions. It’s no wonder many fire departments worldwide are integrating robots into their operations.
Mitsubishi Heavy Industries firefighting robot system
Mitsubishi Heavy Industries developed a firefighting robot system in partnership with Japan’s Fire and Disaster Management Agency for disasters at refineries, chemical plants, and storage facilities. The robots use GPS and laser sensors to navigate autonomously, carry water cannons, and relay thermal imaging data back to human commanders. The first deployment was in Ichihara, Chiba Prefecture, an area dense with petrochemical infrastructure where a fire involving human crews would be extremely high-risk.
4. Nuclear Plant Maintenance
Nuclear plants are critical to energy production, but they put human workers at high risk of radiation exposure. Robots can perform tasks that would be too dangerous for human workers, such as handling radioactive materials, inspecting reactors, and conducting decontamination procedures.
Oxford Dynamics Strider
Developed with funding from the UK Ministry of Defence, Strider communicates sensor data back to operators in real time, so human workers can make decisions without ever entering the exclusion zone.
Robots in Physically Inaccessible Environments
5. Deep-Sea Exploration
Deep-sea exploration presents significant challenges for human explorers due to the deep sea’s extreme pressures, darkness, and frigid temperatures. Robots can overcome these obstacles. As a result, they have enabled scientists to investigate previously unreachable areas.
One prime example of a deep-sea exploration robot is Stanford’s OceanOneK robot. The robot that was developed by Mark Cutkosky’s lab at Stanford allows operators to ”feel” underwater objects remotely through haptic feedback.
OceanOneK by Stanford University
OceanOneK can dive up to 1,000 meters below the surface. Its haptic feedback system lets the operator feel the resistance of objects the robot touches, enabling precise manipulation at depths where pressure would kill a diver instantly.
6. Space Exploration
Space exploration presents significant challenges due to space’s extreme conditions. Robots can overcome the harsh conditions in space, making them essential for conducting research and performing tasks that would be too risky or impossible for humans.
NASA’s Perseverance Rover is arguably one of the most famous space exploration robots. The robot landed on Mars in February 2021, and it has managed to research the planet’s volcanic history, climate, and surface, paving the way for possible human inhabitation on Mars someday.The sensing and autonomy layers in these systems are part of what researchers call physical AI.
NASA Perseverance Rover
NASA’s Perseverance Rover drills rock cores, analyzes surface chemistry, and records atmospheric data in conditions (extreme cold, radiation, and near-vacuum) that would be lethal to any crew. A sample it collected in July 2024, called “Sapphire Canyon,” later yielded potential biosignatures published in Nature in September 2025.
7. Mining Operations
The International Labor Organization (ILO) estimates that mining accidents kill about 12,000 people annually, with the mining industry contributing about 8% of fatal workplace accidents yearly despite employing less than 1% of the global workforce.
Companies in the mining industry have employed robots to perform dangerous expeditions and monitor air quality to improve worker safety.For instance, Rio Tinto, one of the world’s largest mining companies, deploys self-driving ore-carrying vehicles to transport materials at its mining sites. These autonomous vehicles can navigate through narrow tunnels quickly and safely, protecting human workers from venturing into dangerous environments.
Rio Tinto autonomous haul trucks
Rio Tinto runs more than 130 autonomous haul trucks across its iron ore operations in Western Australia. The trucks are operated by a centralized supervisory system with no driver on board, and the fleet has crossed the one billion tonne haul milestone in real production environments.
Robots Replacing High-Risk Manual Labor
8. Waste Management
Sorting and handling waste can be a dangerous job due to the presence of sharp objects and toxic substances in waste. For instance, in the United Kingdom, about 3,000 workers in the waste management sector get workplace injuries each year, higher than in both the construction and manufacturing sectors.
Sophisticated trash-sorting robots with cameras and sensors can identify specific objects, safeguarding human workers and enhancing operational efficiency.
AMP Robotics AI sorting system
AMP Robotics has deployed AI-powered sorting robots in over 100 facilities across North America, Europe, and Asia. Each system uses cameras and machine learning (trained on over 200 billion pieces of data) to identify and sort more than 80 material types at upwards of 80 picks per minute, more than twice the speed of a human sorter.
9. Construction Site Operations
Construction sites put construction workers at risk of various hazards, such as falling debris and heavy machinery accidents. Construction robots can safeguard construction workers from these perils and boost their productivity.
The Hadrian X uses a dynamic stabilization system to compensate for wind and vibration during operation, placing blocks with precision from a telescoping boom mounted on a truck. The robot has protected workers from physical injuries while also expediting project completion.
10. Industrial Welding
Welding is a crucial part of many manufacturing processes. However, welding poses various risks to human workers and a slight lack of concentration can lead to a serious injury like severe burns.
Robots don’t lose concentration when in operation. They can work tirelessly and perform tasks accurately, relieving human workers from dangerous welding tasks.FANUC’s collaborative arc welding robot is a good example of an industrial welding robot. With built-in sensors and a wide range of motion, it can work safely alongside people without the need for costly guarding.
FANUC CRX collaborative welding cobot
FANUC’s CRX can be programmed by physically guiding the arm through the desired weld path rather than writing code, making it practical for small-batch manufacturers who previously couldn’t justify full robotic welding setups.
Improve Human Worker Safety With Robots
The pattern across all 10 examples is the same: robots don’t replace the work, they replace the risk. The human expertise stays. The human body stops being the thing at risk.
What makes this possible, technically, is sensor capability. A bomb disposal robot that can’t feel the resistance on a wire can’t work precisely enough.
A nuclear maintenance robot that can’t measure contact force on a sealed container creates new hazards. Force-torque sensing is part of what makes these systems reliable enough to deploy in the field.Bota Systems builds 6-axis force-torque sensors used in robotic systems across research, industrial automation, and hazardous environment applications. If you’re designing a system that needs to operate where humans shouldn’t, Get in touch.
author
