Lower Risk

Education

Education Researcher

AI is poised to significantly impact education researchers by automating data analysis, literature reviews, and report generation. LLMs can assist in synthesizing research findings and drafting reports, while machine learning algorithms can analyze large datasets to identify trends and patterns in student performance. Computer vision may play a role in analyzing classroom interactions and learning environments.

Top risks:

Conduct literature reviews70%
Design research studies and methodologies40%
Collect and analyze quantitative data (e.g., test scores, survey responses)80%

Education

Placement Test Coordinator

AI is likely to impact Placement Test Coordinators through automated test proctoring, AI-driven test analysis, and personalized learning recommendations. LLMs can assist in generating test content and providing feedback, while computer vision can monitor test-takers for irregularities. These technologies will streamline administrative tasks and enhance test validity.

Top risks:

Administer placement tests to students60%
Score and evaluate placement test results70%
Provide students with placement recommendations based on test scores50%

Side-by-Side Metrics

Metric	Education Researcher	Placement Test Coordinator
Risk Score	71%	72%
Risk Level	Critical Risk	Critical Risk
Timeline	5-10 years	5-10 years
Category	Education	Education
Tasks at Risk	7 tasks	7 tasks
Skills at Risk	4 skills	4 skills
Safe Skills	4 skills	5 skills

Risk Comparison

Education Researcher71%

Placement Test Coordinator72%

Education Researcher has 1 percentage points lower risk than Placement Test Coordinator.

Tasks at Risk

Education Researcher Tasks at Risk

Conduct literature reviews70%

2-5 years

Design research studies and methodologies40%

5-10 years

Collect and analyze quantitative data (e.g., test scores, survey responses)80%

2-5 years

Collect and analyze qualitative data (e.g., interviews, focus groups)60%

5-10 years

Write research reports and publications70%

2-5 years

Placement Test Coordinator Tasks at Risk

Administer placement tests to students60%

5-10 years

Score and evaluate placement test results70%

2-5 years

Provide students with placement recommendations based on test scores50%

5-10 years

Maintain accurate records of student test scores and placement decisions80%

2-5 years

Communicate with students and parents regarding placement test procedures and results30%

10+ years

Skills Comparison

Shared AI-Resistant Skills(valuable in both careers)

Critical thinkingEthical judgment

Education Researcher -- Safe Skills

Critical thinkingStakeholder communicationEthical judgmentResearch design

Education Researcher -- Skills at Risk

Data analysisLiterature reviewReport writingStatistical modeling

Placement Test Coordinator -- Safe Skills

Complex communicationEmpathyCritical thinkingProblem-solvingEthical judgment

Placement Test Coordinator -- Skills at Risk

Test administrationData entryBasic data analysisScheduling

Recommendations