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

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	Athletic Academic Advisor	Placement Test Coordinator
Risk Score	65%	72%
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	5 skills

Risk Comparison

Athletic Academic Advisor65%

Placement Test Coordinator72%

Athletic Academic Advisor has 7 percentage points lower risk than Placement Test Coordinator.

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

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)

Empathy

Athletic Academic Advisor -- Safe Skills

EmpathyMentoringCrisis ManagementInterpersonal CommunicationMotivational Coaching

Athletic Academic Advisor -- Skills at Risk

Data AnalysisRecord KeepingEligibility VerificationBasic Academic Planning

Placement Test Coordinator -- Safe Skills

Complex communicationEmpathyCritical thinkingProblem-solvingEthical judgment

Placement Test Coordinator -- Skills at Risk

Test administrationData entryBasic data analysisScheduling

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