Skip to content
Singulariki

Soil and Plant Scientists vs Industrial Ecologists

Side-by-side · O*NET · BLS · AI-exposure research · Anthropic Economic Index

A factual, source-backed comparison of Soil and Plant Scientists and Industrial Ecologists on the dimensions both occupations carry. Every figure is a position within an independent published dataset — not a verdict on which job is better, safer, or more “future-proof.”

Soil and Plant Scientists Industrial Ecologists
Median pay · BLS OEWS
$71,410
$80,060
Employment · BLS OEWS
16,600
84,930
AI exposure (percentile) · task overlap, not automation
63rd pct
60th pct

At a glance

Dimension Soil and Plant Scientists Industrial Ecologists
Median pay $71,410 $80,060
Employment 16,600 84,930
Employment outlook (2024–34) · BLS projection About average (+5.4%) About average (+4.4%)
Annual openings · BLS projection 1,700 8,500
Typical education · O*NET Most of these occupations require graduate school. For example, they may require a master's degree, and some require a Ph.D., M.D., or J.D. (law degree). Most of these occupations require graduate school. For example, they may require a master's degree, and some require a Ph.D., M.D., or J.D. (law degree).
AI exposure · published exposure studies Moderate · 63rd pct Moderate · 60th pct
Global GenAI gradient · ILO ISCO-08 · via crosswalk 62nd pct · 33% of tasks 74th pct · 38% of tasks
Observed AI use · Anthropic Economic Index Augmentation-leaning (85.1%) Augmentation-leaning (49.1%)
Mostly remote-capable · Dingel–Neiman Yes Yes

Pay and employment are BLS OEWS estimates; outlook and openings are BLS 2024–2034 projections; AI exposure and observed-use figures come from separate research and reflect exposure and usage, not predictions that either job will disappear. Compare like with like.

Skills

Shared: Biology, English Language, Reading Comprehension, Speaking, Science, Critical Thinking, Active Learning, Oral Comprehension, Written Comprehension, Oral Expression, Written Expression, Deductive Reasoning, Inductive Reasoning, Information Ordering, Category Flexibility, Active Listening, Writing, Complex Problem Solving, Originality, Problem Sensitivity, Computers and Electronics, Chemistry, Mathematics, Judgment and Decision Making, Near Vision, Speech Clarity, Systems Analysis, Systems Evaluation, Fluency of Ideas, Flexibility of Closure, Speech Recognition, Mathematics, Learning Strategies, Monitoring, Engineering and Technology, Physics.

Specific to Soil and Plant Scientists

  • Education and Training
  • Geography
  • Communications and Media
  • Administration and Management

Specific to Industrial Ecologists

  • Mathematical Reasoning
  • Production and Processing
  • Design
  • Social Perceptiveness

Knowledge, skills & abilities O*NET rates as important for each occupation. “Shared” are common to both; the columns list what is distinctive to each (top by the order O*NET surfaces).

Tools & technology

Shared: Spreadsheet software , Office suite software , Computer aided design CAD software , Geographic information system , Analytical or scientific software , Data base user interface and query software , Presentation software , Object or component oriented development software .

Specific to Soil and Plant Scientists

Specific to Industrial Ecologists

Full profiles

This page is a summary. See the complete source-backed profile for Soil and Plant Scientists or Industrial Ecologists — tasks, the full skill graph, tools, work context, preparation, wages by percentile, industries, AI exposure and the AI work map.

More comparisons

Related occupations you can place side by side on the same sourced scale.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

Data compiled June 2, 2026. Figures are estimates, not advice.

Cite this page
Plain

Singulariki. "Soil and Plant Scientists vs Industrial Ecologists." Singulariki: a source-backed encyclopedia of work. Built from O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); Microsoft “Working with AI” working-with-ai; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans; ILO / Gmyrek et al. GenAI exposure gradient 2025; IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022; Frey & Osborne (2013) frey-osborne-automation; Dingel & Neiman (2020) dingel-neiman-workathome. Accessed June 7, 2026. https://singulariki.com/compare/soil-and-plant-scientists-vs-industrial-ecologists

APA

Singulariki. (2026). Soil and Plant Scientists vs Industrial Ecologists. Singulariki: a source-backed encyclopedia of work. Retrieved June 7, 2026, from https://singulariki.com/compare/soil-and-plant-scientists-vs-industrial-ecologists

BibTeX 
@misc{singulariki-soil-and-plant-scientists-vs-industrial-ecologists,
  title  = {Soil and Plant Scientists vs Industrial Ecologists},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; BLS Occupational Employment and Wage Statistics (OEWS) May 2024; BLS Employment Projections 2024–2034; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); Microsoft “Working with AI” working-with-ai; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130; AI Occupational Exposure (AIOE) Felten, Raj & Seamans; ILO / Gmyrek et al. GenAI exposure gradient 2025; IBS O*NET-SOC ↔ ISCO-08 occupation crosswalk 2022; Frey & Osborne (2013) frey-osborne-automation; Dingel & Neiman (2020) dingel-neiman-workathome. Accessed June 7, 2026},
  url    = {https://singulariki.com/compare/soil-and-plant-scientists-vs-industrial-ecologists}
}

Citations name the underlying public dataset releases — they reflect what this page is built from, not just the URL.