Climate Change Analysts
Research and analyze policy developments related to climate change. Make climate-related recommendations for actions such as legislation, awareness campaigns, or fundraising approaches.
AI Impact Summary
Climate Change Analysts faces moderate AI displacement risk with a score of 33/100. This occupation has higher AI displacement risk than 54% of all analyzed occupations. Of 14 analyzed tasks, 2 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)
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
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/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Climate Change Analysts 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
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Creative Writing Specialization
by Wesleyan University
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
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
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
14 tasks analyzed
Provide analytical support for policy briefs related to renewable energy, energy efficiency, or climate change.
Analyze and distill climate-related research findings to inform legislators, regulatory agencies, or other stakeholders.
Prepare study reports, memoranda, briefs, testimonies, or other written materials to inform government or environmental groups on environmental issues such as climate change.
Make legislative recommendations related to climate change or environmental management, based on climate change policies, principles, programs, practices, and processes.
Promote initiatives to mitigate climate change with government or environmental groups.
Research policies, practices, or procedures for climate or environmental management.
Review existing policies or legislation to identify environmental impacts.
Write reports or academic papers to communicate findings of climate-related studies.
Present climate-related information at public interest, governmental, or other meetings.
Prepare grant applications to obtain funding for programs related to climate change, environmental management, or sustainability.
Gather and review climate-related studies from government agencies, research laboratories, and other organizations.
Propose new or modified policies involving use of traditional and alternative fuels, transportation of goods, and other factors relating to climate and climate change.
Develop, or contribute to the development of, educational or outreach programs on the environment or climate change.
Present and defend proposals for climate change research projects.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Provide analytical support for policy briefs related to renewable energy, energy efficiency, or climate change. | 65Estimated | 53.0% | 12% | |
| Analyze and distill climate-related research findings to inform legislators, regulatory agencies, or other stakeholders. | 51.32Observed | 47.5% | 12% | |
| Prepare study reports, memoranda, briefs, testimonies, or other written materials to inform government or environmental groups on environmental issues such as climate change. | 50.55Observed | 47.2% | 10% | |
| Make legislative recommendations related to climate change or environmental management, based on climate change policies, principles, programs, practices, and processes. | 50Estimated | 47.0% | 8% | |
| Promote initiatives to mitigate climate change with government or environmental groups. | 53.12Observed | 36.3% | 8% | |
| Research policies, practices, or procedures for climate or environmental management. | 57.95Observed | 50.2% | 8% | |
| Review existing policies or legislation to identify environmental impacts. | 58.03Observed | 50.2% | 8% | |
| Write reports or academic papers to communicate findings of climate-related studies. | 70Estimated | 55.0% | 8% | |
| Present climate-related information at public interest, governmental, or other meetings. | 20Estimated | 23.0% | 6% | |
| Prepare grant applications to obtain funding for programs related to climate change, environmental management, or sustainability. | 87Estimated | 84.0% | 4% | |
| Gather and review climate-related studies from government agencies, research laboratories, and other organizations. | 92Estimated | 86.0% | 6% | |
| Propose new or modified policies involving use of traditional and alternative fuels, transportation of goods, and other factors relating to climate and climate change. | 54.8Observed | 48.9% | 4% | |
| Develop, or contribute to the development of, educational or outreach programs on the environment or climate change. | 64.38Observed | 40.8% | 4% | |
| Present and defend proposals for climate change research projects. | 15Estimated | 21.0% | 2% |
Protective Factors
Total protective discount: 30.4%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$80,060
per year
Mean Wage
$88,640
per year
Employment
85K
workers
Wage Range
$50,130 - $134,830
10th - 90th pct
Wage Distribution
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Climate Change Analysts 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.
- 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.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- 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.
- Persuasion
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness 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.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Critical Thinking
Critical Thinking 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.
- Systems Analysis
Systems Analysis 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.
Score History
Risk score over 2 scoring runs
overall change