Environmental Scientists and Specialists, Including Health
AI replacement rate
55%This role is currently tracked with 9 timeline items plus a profile-based replacement estimate.
AI's capacity for data analysis, modeling, and public health applications, as evidenced by recent official advancements, suggests a moderate replacement potential for Environmental Scientists. However, the need for fieldwork, complex judgment, and interpersonal engagement limits full automation.
Replacement trend
Aggregated from periodic refresh snapshots- 2026-04-2035%
Why this role is rated this way
Structural baseEnvironmental scientists frequently analyze large datasets related to pollution, climate, and health. AI can automate data processing, pattern recognition, and predictive modeling, significantly streamlining research and reporting workflows.
OpenAI's Rosalind Biodefense initiative demonstrates AI's role in public health, biodefense, and pandemic preparedness, directly impacting the 'health' aspect of environmental science by enhancing risk assessment and surveillance capabilities.
The S2S China Symposium highlights AI-driven workflow restructuring in life sciences, indicating a broader trend in scientific fields where AI assists in research commercialization and innovation, which could influence environmental science methodologies.
Tasks involving routine environmental monitoring (e.g., air/water quality) and generating standard compliance reports contain repetitive elements that AI can automate, from data acquisition to initial report generation.
The role still requires significant human involvement in fieldwork, on-site investigations, complex problem-solving for ambiguous environmental challenges, and critical interpersonal communication with diverse stakeholders, which are difficult for AI to replace.
Timeline
Relevant news and cases, newest firstOpenAI launched Rosalind Biodefense, an AI initiative providing vetted developers and U.S. government partners with GPT-Rosalind access to enhance biodefense, public health, and pandemic preparedness.
Open original... Conduct research or perform investigation for the purpose of identifying, abating, or eliminating sources of pollutants or hazards that affect either the environment or public health.
Open originalEnvironmental scientists and specialists, including health are most often employed by the Administration of environmental quality & housing programs industry. The average yearly wage for Environmental scientists and specialists, including health ...
Open originalConduct research or perform ... the environment or public health. Using knowledge of various scientific disciplines, may collect, synthesize, study, report, and recommend action based on data derived from measurements or observations of air, food, soil, water, and other sources. Excludes Zoologists and Wildlife Biologists (19-1023), Conservation Scientists (19-1031), Forest and Conservation Technicians (19-4071), Occupational Health and Safety Specialists (19-5011), ...
Open originalUsing knowledge of various scientific disciplines, may collect, synthesize, study, report, and recommend action based on data derived from measurements or observations of air, food, soil, water, and other sources. Sample of reported job titles: Environmental Analyst, Environmental Health and Safety Specialist (EHS Specialist), Environmental Health Specialist, Environmental Programs Specialist, Environmental Protection Specialist, Environmental Scientist, Environmental Specialist, Hazardous Substances Scientist, Natural Resources Specialist, Registered Environmental Health Specialist (REHS)
Open originalView an Occupation Profile for Environmental Scientists and Specialists, Including Health. Find salaries, employment projections, typical training, job duties and more for any occupation.
Open originalThe S2S China Symposium facilitates a workflow restructuring for scientists in life sciences and biopharmaceutical technology, offering a platform to connect with top investors and mentors to commercialize their research and accelerate their journey from lab to startup. This initiative increases opportunities for early-stage scientific projects to secure funding and establish cross-border collaborations.
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Open originalOverview Handshake is recruiting Environmental Scientists and Specialist Professionals to contribute to an hourly, temporary AI research project—but there’s no AI experience needed.
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