AITakeover Tracker
33%medium risk

Environmental Science and Protection Technicians, Including Health

Perform laboratory and field tests to monitor the environment and investigate sources of pollution, including those that affect health, under the direction of an environmental scientist, engineer, or other specialist. May collect samples of gases, soil, water, and other materials for testing.

Green Enhanced SkillsHigher risk than 55% of occupations

AI Impact Summary

Environmental Science and Protection Technicians, Including Health faces moderate AI displacement risk with a score of 33/100. This occupation has higher AI displacement risk than 55% of all analyzed occupations. Of 26 analyzed tasks, 6 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (7)

Critical ThinkingWritingMonitoringJudgment and Decision MakingActive LearningSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Environmental Science and Protection Technicians, Including Health skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.1pt risk

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.4pt risk

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.6pt risk

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Education & Training

Percentage of workers at each education and training level

Education Level

High School Diploma5%
Associate's Degree14%
Bachelor's Degree55%
Master's Degree9%
Doctoral/Professional Degree14%
Level 115%

Prior Experience Needed

Work experience required to enter this job

None19%
6 months - 1 year10%
1-2 years14%
2-4 years10%
4-6 years24%
6-8 years14%
Over 10 years10%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month10%
1-3 months19%
3-6 months19%
6 months - 1 year10%
1-2 years10%
2-4 years14%
4-6 years19%

How AI Impacts Each Task

26 tasks analyzed

Discuss test results and analyses with customers.

Risk: 29.0%AI: 35EstimatedTime: 4%

Record test data and prepare reports, summaries, or charts that interpret test results.

Risk: 66.2%AI: 42.5ObservedTime: 6%

Develop or implement programs for monitoring of environmental pollution or radiation.

Risk: 47.0%AI: 50EstimatedTime: 5%

Investigate hazardous conditions or spills or outbreaks of disease or food poisoning, collecting samples for analysis.

Risk: 13.0%AI: 10EstimatedTime: 5%

Calibrate microscopes or test instruments.

Risk: 49.0%AI: 40EstimatedTime: 3%

Provide information or technical or program assistance to government representatives, employers, or the general public on the issues of public health, environmental protection, or workplace safety.

Risk: 31.0%AI: 40EstimatedTime: 4%

Direct activities of workers in laboratory.

Risk: 27.0%AI: 30EstimatedTime: 3%

Collect samples of gases, soils, water, industrial wastewater, or asbestos products to conduct tests on pollutant levels or identify sources of pollution.

Risk: 13.0%AI: 10EstimatedTime: 6%

Monitor emission control devices to ensure they are operating properly and comply with state and federal regulations.

Risk: 86.0%AI: 92EstimatedTime: 4%

Inspect sanitary conditions at public facilities.

Risk: 43.0%AI: 40EstimatedTime: 4%

Inspect workplaces to ensure the absence of health and safety hazards, such as high noise levels, radiation, or potential lighting hazards.

Risk: 49.7%AI: 56.83ObservedTime: 4%

Examine and analyze material for presence and concentration of contaminants, such as asbestos, using variety of microscopes.

Risk: 55.0%AI: 70EstimatedTime: 5%

Initiate procedures to close down or fine establishments violating environmental or health regulations.

Risk: 76.0%AI: 67EstimatedTime: 2%

Weigh, analyze, or measure collected sample particles, such as lead, coal dust, or rock, to determine concentration of pollutants.

Risk: 84.0%AI: 87EstimatedTime: 4%

Develop or implement site recycling or hazardous waste stream programs.

Risk: 49.0%AI: 55EstimatedTime: 4%

Analyze potential environmental impacts of production process changes and recommend steps to mitigate negative impacts.

Risk: 51.0%AI: 60EstimatedTime: 4%

Prepare samples or photomicrographs for testing and analysis.

Risk: 49.0%AI: 40EstimatedTime: 3%

Perform statistical analysis of environmental data.

Risk: 59.0%AI: 80EstimatedTime: 4%

Determine amounts and kinds of chemicals to use in destroying harmful organisms or removing impurities from purification systems.

Risk: 53.0%AI: 65EstimatedTime: 3%

Set up equipment or stations to monitor and collect pollutants from sites, such as smoke stacks, manufacturing plants, or mechanical equipment.

Risk: 13.0%AI: 10EstimatedTime: 4%

Make recommendations to control or eliminate unsafe conditions at workplaces or public facilities.

Risk: 49.0%AI: 55EstimatedTime: 3%

Distribute permits, closure plans, or cleanup plans.

Risk: 87.2%AI: 95EstimatedTime: 2%

Maintain files, such as hazardous waste databases, chemical usage data, personnel exposure information, or diagrams showing equipment locations.

Risk: 88.0%AI: 97EstimatedTime: 4%

Develop testing procedures.

Risk: 51.0%AI: 60EstimatedTime: 3%

Calculate amount of pollutant in samples or compute air pollution or gas flow in industrial processes, using chemical and mathematical formulas.

Risk: 89.2%AI: 100EstimatedTime: 4%

Conduct standardized tests to ensure materials or supplies used throughout power supply systems meet processing and safety specifications.

Risk: 53.0%AI: 50EstimatedTime: 3%

Protective Factors

Total protective discount: 31.0%

Essential Soft Skills

Traits that are hard for AI to replicate

IntegrityDependabilityAttention to DetailAnalytical ThinkingInitiativeCooperationSelf ControlAdaptability/FlexibilityAchievement/EffortPersistenceIndependenceConcern for Others
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Recommendations

Skills to Develop

These skills are at risk from AI automation. Environmental Science and Protection Technicians, Including Health professionals should diversify beyond them.

  • Reading Comprehension

    High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Mathematics

    High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Information Ordering

    High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Mathematics

    High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Memorization

    Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • Complex Problem Solving

    Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

  • Leadership

    Leadership is AI-resistant — strengthening this skill provides durable career protection.

  • Social Perceptiveness

    Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

  • Service Orientation

    Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Monitoring

    Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Score History

Risk score over 2 scoring runs

-0.6

overall change

Checking for existing plan...