# Biological Science Teachers, Postsecondary

> Teach courses in biological sciences. Includes both teachers primarily engaged in teaching and those who do a combination of teaching and research.

- **SOC code:** 25-1042.00
- **Canonical URL:** https://singulariki.com/roles/role-25-1042-00
- **Also known as:** Associate Professor, Biology Instructor, Biology Professor, Professor, Anatomy Instructor, Assistant Professor, Biological Sciences Professor, Instructor
- **Frame:** "AI exposure" means task overlap (how codifiable the work is), not jobs lost or a forecast. Every figure below is traced to a named public dataset.

## What this work is

**Core tasks** (O*NET):
- Evaluate and grade students' class work, laboratory work, assignments, and papers.
- Prepare and deliver lectures to undergraduate or graduate students on topics such as molecular biology, marine biology, and botany.
- Plan, evaluate, and revise curricula, course content, and course materials and methods of instruction.
- Prepare materials for laboratory activities and course materials, such as syllabi, homework assignments, and handouts.
- Initiate, facilitate, and moderate classroom discussions.
- Supervise students' laboratory work.
- Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences.
- Maintain student attendance records, grades, and other required records.
- Compile, administer, and grade examinations, or assign this work to others.
- Assist students who need extra help with their coursework outside of class.
- Supervise undergraduate or graduate teaching, internship, and research work.
- Advise students on academic and vocational curricula and on career issues.

**Emerging tasks** (O*NET):
- Write letters of recommendation for students.

## Skills, tools, capabilities

**Knowledge, skills & abilities** (O*NET, highest importance first):
- Biology _(knowledge)_
- Oral Expression _(ability)_
- English Language _(knowledge)_
- Speaking _(essential_skill)_
- Mathematics _(knowledge)_
- Learning Strategies _(essential_skill)_
- Instructing _(transferable_skill)_
- Oral Comprehension _(ability)_
- Written Comprehension _(ability)_
- Written Expression _(ability)_
- Speech Clarity _(ability)_
- Chemistry _(knowledge)_

**Skills in demand:**
- Biology _(Specialized Skill)_
- English Language _(Common Skill)_
- Mathematics _(Common Skill)_
- Learning Strategies _(Specialized Skill)_
- Instructing _(Specialized Skill)_
- Chemistry _(Specialized Skill)_
- Writing _(Common Skill)_
- Reading Comprehension _(Common Skill)_
- Inductive Reasoning _(Common Skill)_
- Deductive Reasoning _(Common Skill)_
- Active Listening _(Common Skill)_
- Active Learning _(Common Skill)_

**Tools & technology:**
- Google Docs _(hot technology)_
- IBM SPSS Statistics _(hot technology)_
- Microsoft Excel _(hot technology)_
- Microsoft Office software _(hot technology)_
- Microsoft Outlook _(hot technology)_
- Microsoft PowerPoint _(hot technology)_
- Microsoft Windows _(hot technology)_
- Microsoft Word _(hot technology)_
- SAS _(hot technology)_
- The MathWorks MATLAB _(hot technology)_
- Learning management system LMS _(in demand)_
- Aipotu

## AI exposure & outlook

- **AI task-overlap index:** 78th percentile (High) across all occupations — composite of current-era exposure studies (ai-exposure-index-v1).
- **Overall AI exposure (Felten et al.):** 83rd percentile (High) — source: felten_aioe.
- **LLM task exposure, γ (OpenAI / Eloundou):** 64th percentile (Moderate) — source: eloundou_gamma.
- **AI assistant applicability (Microsoft):** 84th percentile (High) — source: microsoft_applicability.
- **Remote-capable (Dingel–Neiman):** yes — task structure, not who actually works remote.
- **Projected employment (BLS 2024–34):** 7.3% growth (Growing fast); 5.4k annual openings; 66k → 70.8k jobs.
- **Pay & employment (BLS OEWS, May 2024):** median $83,460; 53,250 employed.

## How people actually use AI here

Anthropic Economic Index — measured AI conversations mapped to this occupation's tasks:

- **Automation vs augmentation:** 35% automation, 63% augmentation (usage-weighted).
- **Autonomy median:** 4.0 (higher = AI acts more independently).
- **Dominant collaboration mode:** task iteration.

**Tasks most handed to AI here:**
- Assist students who need extra help with their coursework outside of class. _(273.5% of measured AI use; task iteration)_
- Advise students on academic and vocational curricula and on career issues. _(23.7% of measured AI use; task iteration)_
- Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media. _(13.9% of measured AI use; learning)_
- Provide professional consulting services to government or industry. _(12.8% of measured AI use; task iteration)_
- Compile, administer, and grade examinations, or assign this work to others. _(10.6% of measured AI use; directive)_
- Compile bibliographies of specialized materials for outside reading assignments. _(2.9% of measured AI use; directive)_
- Initiate, facilitate, and moderate classroom discussions. _(2.6% of measured AI use; learning)_
- Review papers for publication in journals. _(2.5% of measured AI use; validation)_

**Example prompts (honest phrasings of the tasks above — starting points, not endorsed instructions):**
- Help me assist students who need extra help with their coursework outside of class.
- Help me advise students on academic and vocational curricula and on career issues.
- Help me conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.
- Help me provide professional consulting services to government or industry.
- Help me compile, administer, and grade examinations, or assign this work to others.

## Sources

- **O*NET** (30.3) — U.S. Department of Labor / National Center for O*NET Development. https://www.onetcenter.org/database.html
- **BLS Occupational Employment and Wage Statistics (OEWS)** (May 2024) — U.S. Bureau of Labor Statistics. https://www.bls.gov/oes/
- **BLS Employment Projections** (2024–2034) — U.S. Bureau of Labor Statistics. https://www.bls.gov/emp/
- **Anthropic Economic Index** (v4 (2026-01-15) + v2 (2025-03-27)) — Anthropic. https://www.anthropic.com/economic-index
- **Microsoft “Working with AI”** (working-with-ai) — Microsoft Research. https://www.microsoft.com/en-us/research/
- **“GPTs are GPTs” (Eloundou et al.)** (arXiv 2303.10130) — OpenAI / academic. https://arxiv.org/abs/2303.10130
- **AI Occupational Exposure (AIOE)** (Felten, Raj & Seamans) — academic. https://github.com/AIOE-Data/AIOE
- **Dingel & Neiman (2020)** (dingel-neiman-workathome) — academic. https://github.com/jdingel/DingelNeiman-workathome

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_Generated from Singulariki's joined dataset; data snapshot 2026-06-02T21:00:32.945303+00:00. https://singulariki.com/roles/role-25-1042-00_