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The AI Resilience Report helps you understand how AI is likely to impact your current or future career. Drawing on data from over 1,500 occupations, it provides a clear snapshot to support informed career decisions.
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Last Update: 4/23/2026
Your role’s AI Resilience Score is
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
High
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
High
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Most data sources align, with only minor variation. This is a well-supported result.
Contributing sources
Occupational Health and Safety Specialists are more resilient to AI impacts than most occupations, according to our analysis of 5 sources.
A career in Occupational Health and Safety is labeled as "Resilient" because many key tasks still rely heavily on human judgment and creativity. While AI can handle routine inspections and dangerous tasks, humans are essential for accident investigations, solving complex health issues, and collaborating to fix hazards.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
This role is resilient
A career in Occupational Health and Safety is labeled as "Resilient" because many key tasks still rely heavily on human judgment and creativity. While AI can handle routine inspections and dangerous tasks, humans are essential for accident investigations, solving complex health issues, and collaborating to fix hazards.
Read full analysisAnalysis of Current AI Resilience
OHS Specialists
Updated Quarterly • Last Update: 2/17/2026

Right now, AI and robots are beginning to help with some safety tasks. For example, drones with high-tech sensors (thermal cameras, LiDAR) can fly over power lines or pipelines and spot cracks, overheating parts, or gas leaks that might be dangerous [1]. Companies also use AI-powered cameras and lasers on railcars to automatically inspect tracks for defects faster than humans [2].
Even waste facilities are testing robots with computer vision to sort and identify materials in recycling or hazardous waste streams [3]. These systems take over repetitive or risky inspection work, keeping humans out of harm’s way.
However, many core safety tasks still need human judgment. Accident investigations, solving health complaints, and working with engineers or doctors to fix hazards require creativity and teamwork. Studies warn that AI can add new “hidden” tasks – for example, workers may have to check and correct AI-generated reports [1].
Unions and experts note that machines can’t catch every subtle hazard a trained safety officer would see [2]. In practice, AI is more of a helper than a replacement: it automates routine checks so people can focus on planning, education, and hands-on fixes [1] [1].

AI tools are already available for safety work, but whether they spread quickly depends on many factors. The benefits can be big: avoiding accidents saves money and lives, and technologies like drones can cut inspection costs and even reduce carbon emissions compared to helicopters [1] [1]. In industries facing a worker shortage (for example, trucking or utilities), automation can fill gaps and boost productivity.
On the other hand, costs and trust slow adoption. High-end sensors and AI systems can be expensive upfront, so smaller firms may stick with tried-and-true methods. Regulators and unions often urge caution: for example, the rail industry only recently got approval to rely more on automated track inspections under strict conditions [2].
Workers and experts emphasize that any AI must be highly accurate before it’s fully trusted [2] [1]. In short, AI is a promising tool for safety work, but human oversight and clear rules will guide how fast it is embraced.

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They help keep workplaces safe by checking for hazards, advising on safety practices, and ensuring that companies follow health and safety laws.
Median Wage
$83,910
Jobs (2024)
131,900
Growth (2024-34)
+12.5%
Annual Openings
14,900
Education
Bachelor's degree
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Order suspension of activities that pose threats to workers' health or safety.
Perform laboratory analyses or physical inspections of samples to detect disease or to assess purity or cleanliness.
Provide new-employee health and safety orientations and develop materials for these presentations.
Collaborate with engineers or physicians to institute control or remedial measures for hazardous or potentially hazardous conditions or equipment.
Maintain or update emergency response plans or procedures.
Investigate accidents to identify causes or to determine how such accidents might be prevented in the future.
Inspect or evaluate workplace environments, equipment, or practices to ensure compliance with safety standards and government regulations.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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