Lower Risk

Education

Athletic Academic Advisor

AI is likely to impact Athletic Academic Advisors primarily through enhanced data analysis and personalized learning plan generation. LLMs can assist in creating tailored academic support materials and tracking student progress. Computer vision and data analytics can help identify at-risk students based on performance patterns. However, the interpersonal aspects of advising, such as building rapport and providing emotional support, will remain largely human-driven.

Top risks:

Monitor student-athlete academic performance and progress toward degree completion60%
Develop and implement individualized academic plans for student-athletes40%
Advise student-athletes on course selection, registration, and academic requirements30%

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%

Side-by-Side Metrics

Metric	Athletic Academic Advisor	Education Researcher
Risk Score	65%	71%
Risk Level	High 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	5 skills	4 skills

Risk Comparison

Athletic Academic Advisor65%

Education Researcher71%

Athletic Academic Advisor has 6 percentage points lower risk than Education Researcher.

Tasks at Risk

Athletic Academic Advisor Tasks at Risk

Monitor student-athlete academic performance and progress toward degree completion60%

5-10 years

Develop and implement individualized academic plans for student-athletes40%

5-10 years

Advise student-athletes on course selection, registration, and academic requirements30%

10+ years

Provide guidance and support to student-athletes facing academic challenges20%

10+ years

Collaborate with coaches, faculty, and other university staff to support student-athlete academic success25%

10+ years

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

Skills Comparison

Athletic Academic Advisor -- Safe Skills

EmpathyMentoringCrisis ManagementInterpersonal CommunicationMotivational Coaching

Athletic Academic Advisor -- Skills at Risk

Data AnalysisRecord KeepingEligibility VerificationBasic Academic Planning

Education Researcher -- Safe Skills

Critical thinkingStakeholder communicationEthical judgmentResearch design

Education Researcher -- Skills at Risk

Data analysisLiterature reviewReport writingStatistical modeling

Shared Vulnerable Skills(at risk in both careers)

Data Analysis

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