Lower Risk

Education

Education Grant Writer

AI, particularly Large Language Models (LLMs), will significantly impact education grant writers by automating aspects of research, drafting, and editing grant proposals. LLMs can assist in identifying funding opportunities, summarizing research, and generating initial drafts of grant narratives. However, tasks requiring nuanced understanding of specific educational needs, building relationships with funders, and strategic alignment with institutional goals will remain crucial for human grant writers.

Top risks:

Researching grant opportunities and funding agencies70%
Writing and editing grant proposals, including narratives, budgets, and evaluation plans60%
Developing and maintaining relationships with funding agencies and program officers20%

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 Grant Writer	Placement Test Coordinator
Risk Score	68%	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

Education Grant Writer68%

Placement Test Coordinator72%

Education Grant Writer has 4 percentage points lower risk than Placement Test Coordinator.

Tasks at Risk

Education Grant Writer Tasks at Risk

Researching grant opportunities and funding agencies70%

2-5 years

Writing and editing grant proposals, including narratives, budgets, and evaluation plans60%

5-10 years

Developing and maintaining relationships with funding agencies and program officers20%

10+ years

Collaborating with faculty and staff to gather information and develop project ideas30%

10+ years

Ensuring compliance with grant regulations and reporting requirements75%

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

Education Grant Writer -- Safe Skills

Relationship building with fundersStrategic thinkingUnderstanding educational needsPersuasion and negotiationComplex problem-solving

Education Grant Writer -- Skills at Risk

Researching informationDrafting initial textProofreading and editingData entry

Placement Test Coordinator -- Safe Skills

Complex communicationEmpathyCritical thinkingProblem-solvingEthical judgment

Placement Test Coordinator -- Skills at Risk

Test administrationData entryBasic data analysisScheduling

Shared Vulnerable Skills(at risk in both careers)

Data entry

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