Takeover Tracker
33%medium risk

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.

Higher risk than 54% of occupations
Checking for existing plan...

How AI Impacts Each Task

14 tasks analyzed

Provide analytical support for policy briefs related to renewable energy, energy efficiency, or climate change.

Risk: 53.0%AI: 65EstimatedTime: 12%

Analyze and distill climate-related research findings to inform legislators, regulatory agencies, or other stakeholders.

Risk: 47.5%AI: 51.32ObservedTime: 12%

Prepare study reports, memoranda, briefs, testimonies, or other written materials to inform government or environmental groups on environmental issues such as climate change.

Risk: 47.2%AI: 50.55ObservedTime: 10%

Make legislative recommendations related to climate change or environmental management, based on climate change policies, principles, programs, practices, and processes.

Risk: 47.0%AI: 50EstimatedTime: 8%

Promote initiatives to mitigate climate change with government or environmental groups.

Risk: 36.3%AI: 53.12ObservedTime: 8%

Research policies, practices, or procedures for climate or environmental management.

Risk: 50.2%AI: 57.95ObservedTime: 8%

Review existing policies or legislation to identify environmental impacts.

Risk: 50.2%AI: 58.03ObservedTime: 8%

Write reports or academic papers to communicate findings of climate-related studies.

Risk: 55.0%AI: 70EstimatedTime: 8%

Present climate-related information at public interest, governmental, or other meetings.

Risk: 23.0%AI: 20EstimatedTime: 6%

Prepare grant applications to obtain funding for programs related to climate change, environmental management, or sustainability.

Risk: 84.0%AI: 87EstimatedTime: 4%

Gather and review climate-related studies from government agencies, research laboratories, and other organizations.

Risk: 86.0%AI: 92EstimatedTime: 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.

Risk: 48.9%AI: 54.8ObservedTime: 4%

Develop, or contribute to the development of, educational or outreach programs on the environment or climate change.

Risk: 40.8%AI: 64.38ObservedTime: 4%

Present and defend proposals for climate change research projects.

Risk: 21.0%AI: 15EstimatedTime: 2%

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.

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.

Mathematics10%

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

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.

Persuasion80%

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

Social Perceptiveness90%

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

Negotiation85%

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

Instructing75%

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

Coordination70%

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

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

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

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

Estimated Impact

-7pt risk+$4K/yr salary

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

-5.7pt risk+$5K/yr salary

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

-3.8pt risk+$5K/yr salary

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.

Score History

Risk score over 2 scoring runs

-0.3

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Bachelor's Degree7%
Master's Degree4%
Doctoral/Professional Degree79%
Level 104%
Level 114%
Level 124%

Prior Experience Needed

Work experience required to enter this job

None4%
1-2 years14%
2-4 years46%
4-6 years18%
6-8 years7%
Over 10 years11%

Training Provided After Hiring

How long it typically takes to learn on the job

None14%
Up to 1 month7%
1-3 months29%
3-6 months18%
6 months - 1 year11%
1-2 years11%
2-4 years4%
6-8 years7%

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis