Environmental Science Teachers, Postsecondary

Prepare course materials, such as syllabi, homework assignments, and handouts.

AI: Fully automatable - AI can generate detailed syllabi, homework assignments, and handouts tailored to course objectives and levels, enabling full automation with human review.

Maintain student attendance records, grades, and other required records.

AI: Fully automatable - AI and existing LMS tools can reliably automate the maintenance of attendance records, grades, and other required records.

Compile bibliographies of specialized materials for outside reading assignments.

AI: Fully automatable - AI can search literature, identify relevant specialized materials, and format bibliographies quickly and accurately given access to bibliographic databases.

Supervise undergraduate or graduate teaching, internship, and research work.

AI: Partial - AI can assist supervision by monitoring progress, providing feedback, and managing logistics for teaching, internships, and research but cannot fully replace human mentorship, evaluation, and ethical oversight.

Initiate, facilitate, and moderate classroom discussions.

AI: Partial - AI can initiate prompts, moderate online discussions, and facilitate certain structured dialogues, but it lacks the full pedagogical adaptability and interpersonal sensitivity needed to fully run live classroom discussions.

Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences.

AI: Partial - AI can continuously monitor and summarize current literature and conference outputs but cannot fully replicate informal colleague interactions or attend conferences in person.

Supervise students' laboratory and field work.

AI: Partial - AI can provide protocols, remote guidance, and monitoring tools for lab and field work but cannot physically supervise students or assume on-site safety responsibility.

Evaluate and grade students' class work, laboratory work, assignments, and papers.

AI: Partial - AI can automatically grade many assignments and provide rubric-based feedback, but it still struggles with nuanced judgment on complex papers and some lab evaluations.

Plan, evaluate, and revise curricula, course content, and course materials and methods of instruction.

AI: Partial - AI can propose curricula, analyze outcomes, and suggest improvements, but it lacks the contextual judgment and institutional authority required for full independent curriculum planning.

Compile, administer, and grade examinations, or assign this work to others.

AI: Partial - AI can compile and grade examinations and support online administration and proctoring, but cannot fully ensure integrity and administrative oversight without human involvement.

Maintain regularly scheduled office hours to advise and assist students.

AI: Partial - AI can provide 24/7 virtual advising and answer routine student questions, yet it cannot fully substitute for scheduled in-person office hours and the personalized mentorship they provide.

Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.

AI: Partial - AI can assist substantially with literature reviews, data analysis, and manuscript drafting, but cannot independently design, execute, and take responsibility for original empirical research.

Advise students on academic and vocational curricula and on career issues.

AI: Partial - AI can offer tailored academic and career advice and resources, but cannot fully replace human advisors' nuanced mentorship and local knowledge of opportunities.

Prepare and deliver lectures to undergraduate or graduate students on topics such as hazardous waste management, industrial safety, and environmental toxicology.

AI: Partial - AI can generate high-quality lecture materials and deliver recorded or scripted presentations, but it cannot fully replace real-time pedagogical adaptation, hands-on lab supervision, and nuanced classroom interaction.

Collaborate with colleagues to address teaching and research issues.

AI: Partial - AI can facilitate collaboration by summarizing discussions, proposing solutions, and coordinating communications but cannot fully replicate human judgment, institutional knowledge, and interpersonal negotiation.

Perform administrative duties, such as serving as department head.

AI: Partial - AI can handle administrative tasks like scheduling, budgeting analysis, and report generation, but cannot fully assume the leadership, personnel management, and accountability responsibilities of a department head.

Write grant proposals to procure external research funding.

AI: Partial - AI can draft, structure, and optimize grant proposals and budgets, yet cannot assume the principal investigator’s credibility, make strategic research choices, or bear responsibility for funding outcomes.

Select and obtain materials and supplies, such as textbooks and laboratory equipment.

AI: Partial - AI can recommend textbooks, specs, and suppliers and automate ordering workflows, but final selection and procurement often require human approval, budgetary sign-off, and domain-specific judgment.

Participate in student recruitment, registration, and placement activities.

AI: Partial - AI can support recruitment, screening, registration logistics, and placement matching, but cannot fully replace the relationship-building, outreach, and high-stakes admissions or placement decisions made by humans.

Serve on academic or administrative committees that deal with institutional policies, departmental matters, and academic issues.

AI: Partial - AI can prepare policy analyses, draft motions, and synthesize committee materials, but cannot hold institutional authority, vote, or perform the political and interpersonal work of committee membership.

Participate in campus and community events.

AI: Partial - AI can help plan, promote, and provide virtual participation for events, yet it cannot fully substitute for in-person presence, community relationship-building, and spontaneous engagement.

Review papers or serve on editorial boards for scientific journals, and review grant proposals for various agencies.

AI: Partial - AI can perform detailed methodological checks, flag issues, and draft review text or editorial triage, but expert judgment, ethical responsibility, and final evaluative decisions remain human responsibilities.

Act as advisers to student organizations.

AI: Partial - AI can advise student organizations on planning, compliance, and resources, but it cannot fully replace the mentorship, oversight, and personal support provided by a human adviser.

Provide professional consulting services to government or industry.

AI: Partial - AI can produce technical analyses, reports, and recommendations for consulting but cannot fully replace the fieldwork, legal/accountability responsibilities, and client relationship management humans provide.