Will environmental science professors be replaced by AI?
Updated
Environmental science professors score 48 of 100 for AI exposure. The largest share of their task time, 57%, is work AI speeds up while they stay in charge. AI can take over 13% outright, and 30% stays with people.
- 13% AI can do it
- 57% AI helps
- 30% Needs a person
Moderate exposure
Higher than 70% of the 923 occupations we scored.
Task by task
We graded 25 tasks, listed here from most to least exposed. AI can do 3 of them today, speeds up 14 and leaves 8 to people.
| Task | AI exposure |
|---|---|
| Maintain student attendance records, grades, and other required records. Attendance and grade records are routine digital data entry. | 82% AI can do it |
| Compile bibliographies of specialized materials for outside reading assignments. AI search tools compile bibliographies quickly; instructor checks accuracy. | 78% AI can do it |
| Prepare course materials, such as syllabi, homework assignments, and handouts. AI drafts syllabi and handouts well; instructor tailors and approves. | 70% AI can do it |
| Compile, administer, and grade examinations, or assign this work to others. AI builds and grades exams; proctoring stays with instructors. | 60% AI helps |
| Evaluate and grade students' class work, laboratory work, assignments, and papers. AI grades written work; instructor checks labs and judgement calls. | 55% AI helps |
| Plan, evaluate, and revise curricula, course content, and course materials and methods of instruction. AI can draft curriculum options; faculty decide design and methods. | 50% AI helps |
| Prepare and deliver lectures to undergraduate or graduate students on topics such as hazardous waste management, industrial safety, and environmental toxicology. AI drafts lecture content; instructor delivers and adapts live. | 50% AI helps |
| Write letters of recommendation for students. AI drafts letter text; the personal endorsement stays with the instructor. | 50% AI helps |
| Write grant proposals to procure external research funding. AI drafts proposal text; scientific design and strategy stay expert. | 45% AI helps |
| Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences. AI summarizes papers; conferences and talking colleagues stay human. | 40% AI helps |
Show the other 15 tasks
| Task | AI exposure |
|---|---|
| Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media. AI aids literature review and drafting; experiments remain human work. | 40% AI helps |
| Select and obtain materials and supplies, such as textbooks and laboratory equipment. Ordering textbooks is digital; lab equipment selection needs expertise. | 40% AI helps |
| Review papers or serve on editorial boards for scientific journals, and review grant proposals for various agencies. AI screens manuscripts; expert judgement and accountability stay human. | 40% AI helps |
| Provide professional consulting services to government or industry. AI speeds analysis and drafts; professional liability stays human. | 35% AI helps |
| Advise students on academic and vocational curricula and on career issues. AI answers requirement questions; career guidance stays personal. | 30% AI helps |
| Participate in student recruitment, registration, and placement activities. Registration is digital; recruiting events and placement need direct contact. | 28% AI helps |
| Perform administrative duties, such as serving as department head. Paperwork and budgets get AI help; people leadership stays human. | 25% AI helps |
| Supervise undergraduate or graduate teaching, internship, and research work. Mentoring students and supervising research is mostly interpersonal work. | 15% Needs a person |
| Maintain regularly scheduled office hours to advise and assist students. Office hours are live one-on-one conversations with students. | 15% Needs a person |
| Collaborate with colleagues to address teaching and research issues. Collaborative meetings and shared research talks need human presence. | 15% Needs a person |
| Serve on academic or administrative committees that deal with institutional policies, departmental matters, and academic issues. Committee deliberation and consensus building require live human judgement. | 12% Needs a person |
| Act as advisers to student organizations. Advising student groups means events and in-person presence. | 10% Needs a person |
| Supervise students' laboratory and field work. Supervising hands-on lab and field work needs physical presence. | 8% Needs a person |
| Initiate, facilitate, and moderate classroom discussions. Live discussion facilitation depends on real-time human interaction. | 8% Needs a person |
| Participate in campus and community events. Campus and community events require physical attendance and presence. | 4% Needs a person |
How environmental science professors compare
All occupations (923)
Educational instruction and library (62)
Pay and outlook in the US
- Median pay
- $94,980 a year, May 2025
- People employed
- 6,690 in the US, May 2025
- Projected change in jobs
- +2.7% from 2024 to 2034
Skills to build
- Supervise student lab and field work in person
- Check AI-compiled bibliographies against source records
- Build field survey maps in ESRI ArcGIS
- Tailor AI-drafted syllabi to course learning outcomes
- Proctor examinations and review grades for judgement calls
- Supervise graduate research and thesis committees
Safer roles nearby
5 related occupations with lower scores.
Questions about environmental science professors and AI
Will AI replace environmental science professors?
Partly. About 4 in 10 working hours go to tasks AI can already do, mostly maintaining attendance and grade records and compiling bibliographies. Supervision, live classroom discussion and campus service stay with professors because they need a person present in the room.
Which tasks will AI take over for environmental science professors?
Routine record keeping is the most exposed work, with attendance and grade records scoring 82 for AI exposure. Bibliography compilation scores 78, since AI search tools assemble reading lists quickly. Syllabus and handout drafting scores 70, and the professor still tailors and approves each one.
Which tasks stay with environmental science professors?
Lab and field supervision stays with professors, with an exposure score of 8, because it needs physical presence with students. Leading live classroom discussions also scores 8, since it depends on real-time interaction. Supervising theses and research scores 15, as mentoring is mostly interpersonal work.
How can environmental science professors stay valuable?
Take responsibility for the work that needs a person present. Supervise field sites and live labs, and lead graduate research committees. Use AI to draft syllabi and bibliographies, then check every citation against source records and tailor each handout to the course outcomes. Keep this evidence in Word or PowerPoint so your teaching record stays visible.
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