Environmental Scientists and Specialists, Including Health
AI 替代率
55%这个岗位当前已结合 9 条时间线资讯和岗位画像推理来给出替代率。
鉴于 AI 在数据分析、建模和公共卫生应用方面的能力，以及最近官方进展的证明，环境科学家（包括健康领域）存在中等的替代潜力。然而，实地考察、复杂判断和人际互动方面的需求限制了全面自动化。
替代率趋势
按周期刷新快照聚合- 2026-04-2035%
为什么是这个等级
结构底座环境科学家经常分析与污染、气候和健康相关的大量数据。人工智能可以自动化数据处理、模式识别和预测建模，显著简化研究和报告工作流程。
OpenAI 的 Rosalind 生物防御计划展示了人工智能在公共卫生、生物防御和流行病防备方面的作用，通过增强风险评估和监测能力，直接影响环境科学的“健康”方面。
S2S 中国研讨会强调了人工智能驱动的生命科学工作流程重构，这表明人工智能在协助研究商业化和创新方面的科学领域存在更广泛的趋势，这可能会影响环境科学的方法论。
涉及常规环境监测（例如空气/水质）和生成标准合规报告的任务包含重复元素，人工智能可以将其自动化，从数据采集到初步报告生成。
该职位仍需要大量的人力参与实地考察、现场调查、解决复杂的模糊环境挑战，以及与不同利益相关者进行关键的人际沟通，这些是人工智能难以取代的。
时间线
按时间倒序展示相关资讯与案例OpenAI 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.
打开原文... 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.
打开原文Environmental 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 ...
打开原文Conduct 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), ...
打开原文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. 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)
打开原文View an Occupation Profile for Environmental Scientists and Specialists, Including Health. Find salaries, employment projections, typical training, job duties and more for any occupation.
打开原文S2S中国研讨会为生命科学和生物制药技术领域的科学家提供了一个工作流程重构的机会，通过连接顶级投资者和导师，将他们的研究成果商业化，加速从实验室走向创业的进程。这一举措增加了早期科研项目获得融资和建立跨境合作的机会。
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打开原文Overview 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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