RU

Occupation · 2026 assessment

Chemist

A Chemist frames research questions, obtains and validates evidence and is accountable for reproducible, sound scientific conclusions. The assessment separates automation of individual tasks from accountability for the professional outcome.

Moderate risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

48%2026
51%2028
55%2030
61%2035

Which tasks are exposed

Risk applies to individual tasks—not to a person or an entire occupation.

TaskRisk
reviewing scientific literature66%
forming a hypothesis61%
designing the study57%
collecting samples or data52%
performing measurements46%
statistical analysis36%
interpreting results25%
preparing publication17%

Task map

AI replaces ↔ AI augments

Each task is positioned by AI capability and the degree of human involvement still required.

  1. 1reviewing scientific literatureAI 66% · human 54%
  2. 2forming a hypothesisAI 61% · human 57%
  3. 3designing the studyAI 57% · human 62%
  4. 4collecting samples or dataAI 52% · human 68%
  5. 5performing measurementsAI 46% · human 70%
  6. 6statistical analysisAI 36% · human 69%
  7. 7interpreting resultsAI 25% · human 68%
  8. 8preparing publicationAI 17% · human 71%

Why technology can change this work

  • digital tools reduce preparation and control time
  • full automation is constrained by variable real-world conditions
  • many cases still require professional judgement
  • the main inputs and outputs already exist digitally

What protects the occupation

  • framing a testable question
  • interpreting ambiguous evidence
  • scientific accountability

United States · before tax

Average pay and outlook

Estimated nominal monthly pay. The scenario reflects sector, demand and task resilience; it is not a guarantee of income.

2026$8 400per month
2035$11 350scenario estimate
2026: $8 40020262027: $8 70020272028: $9 00020282029: $9 30020292030: $9 60020302031: $9 95020312032: $10 25020322033: $10 60020332034: $11 00020342035: $11 3502035
Find jobs ↗The partner link may contain referral parameters. Data benchmark: U.S. Bureau of Labor Statistics ↗

Practical next step

Where to move next

Do not restart from zero: carry your experience forward and add scarce skills.

Data Analyst

Established resilient role
New role risk51%
DemandMediumDifficultyMediumTime6–12 monthsSkill fit70%

Dataset Curator

Emerging role
New role risk34%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

Model Behavior Analyst

Emerging role
New role risk19%
DemandHighDifficultyMediumTime6–12 monthsSkill fit68%

Climate Risk Modeler

Emerging role
New role risk16%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

Environmental Digital Twin Specialist

Emerging role
New role risk14%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

AI Evaluation Engineer

Emerging role
New role risk16%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

Job search and transitions

Find work with a lower risk index

Compare adjacent paths and open a current search for the selected occupation.

Environmental Digital Twin Specialist

Skill fit 81% · risk 14%

Search jobs ↗

Skills you already have

  • research methodology
  • laboratory or field methods
  • statistics
  • critical thinking
  • scientific writing
  • reproducibility

Skills to build

  • computational methods
  • experiment automation
  • open data
  • AI-hypothesis verification
  • scientific programming
  • research-data management
CurrentChemist · 48%
→
Keepresearch methodology · laboratory or field methods · statistics
→
Addcomputational methods · experiment automation · open data

Sources and update

Updated: 2026-09-26 · Assessment confidence: Medium

International Labour Organization · 2025Generative AI and Jobs: A Refined Global Index of Occupational Exposure

Nearly 30,000 tasks; a global assessment of GenAI exposure across detailed occupational groups.

World Economic Forum · 2025The Future of Jobs Report 2025

A survey of more than 1,000 employers representing over 14 million workers across 55 economies.

O*NET Resource Center · 2026O*NET Database

Occupational, task, skill and work-context structure.