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AI Work Index

Language instructor (extracurriculum)

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AI Exposure Rank

98/100

Very High

Range 94–98/100 across source-weight sensitivity checks

Language instructor (extracurriculum) has an AI Exposure Rank of 98/100, meaning its work is more exposed to current AI capabilities than approximately 98% of Singapore occupations. The evidence currently points to workflow redesign; this is a relative rank, not a probability of job loss.

Workflow redesign

Associate Professionals & Technicians·SGD 4,329/mo (3,905–4,900)·~7.7K workers in SG·Updated 2026-06-11

Relative AI exposure, not a prediction of job loss. Hiring, wages and role design depend on many forces this rank does not forecast.

Wage 5% above group median Exposure 57pp above group median #2 of 122 in Associate Professionals & Technicians →

Thin evidence — treat with caution.

01

Why This Score

The evidence behind this occupation's AI exposure, with human-work and demand context shown separately. How this works

Tasks AI can handle

With 90% AI task overlap (based on Felten AIOE), the Language instructor (extracurriculum) tasks most exposed include: generating lesson plans, creating quizzes and practice exercises, summarizing curricula, personalizing reading lists, and grading objective assessments.

  • • Observe and evaluate students' work to determine progress and make suggestions for improvement.
  • • Use computers, audio-visual aids, and other equipment and materials to supplement presentations.
  • • Plan and conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.

O*NET tasks for this occupation with the most observed AI usage (Anthropic task data).

What AI can't do here

At 70% human bottleneck protection, the tasks that remain hardest to automate for Language instructor (extracurriculum) include: motivating students, adapting to emotional and social dynamics in the classroom, mentoring, handling behavioral issues, and assessing creative or nuanced work.

  • • Provide students with disabilities with assistive devices, supportive technology, and assistance accessing facilities, such as restrooms.

Highest-importance tasks with no observed AI usage in the same data — absence of observed usage, not proof of immunity.

Skills to focus on

Classroom FacilitationAdaptive MentoringCurriculum DesignEmotional Intelligence

Sources: Felten AIOE (2021), Pizzinelli et al. bottleneck model. Full methodology.

02

Singapore Now

Current labour market conditions and how they affect this role.

Cooling, but not collapsing. Vacancies and re-entry are softer, yet retrenchment remains low and hiring still exceeds resignations.

Vacancy

3.1%

↓ 3.1% YoY

Hiring

1.5%

vs 0.9% resign

Retrenchment

1.5

per 1,000 · low

Re-entry

67.7%

find work in 12mo· -5.3pp

Professionals, Managers, Executives & Technicians · 2025 Q4

Top Industries

Public Administration & Education Services
15%
Wholesale & Retail Trade
13%
Financial & Insurance Services
10%

Industry vacancy overlays use the latest published detailed cross-tab, which can lag the main labour monitor.

03

What You Can Do

Language instructor (extracurriculum) has some offset potential, but it depends on task redesign holding up in practice and on workers clearing the main switching frictions.

Related roles you could transition to

Exposure-reducing

Higher AI exposure, but comparatively credible exposure-reducing moves exist — the strongest scores 70% match. Escape-route quality and labour demand matter alongside exposure.

See how this compares to similar occupations

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Frequently asked questions

Will AI replace Language instructor (extracurriculum)?

Language instructor (extracurriculum) has an AI Exposure Rank of 98/100, meaning its work is more exposed to current AI capabilities than approximately 98% of Singapore occupations. The evidence currently points to workflow redesign; this is a relative rank, not a probability of job loss. AI Exposure Rank: 98/100 (Very High). Median wage: SGD 4,329/month.

What is the AI exposure rank for Language instructor (extracurriculum)?

Language instructor (extracurriculum) has an AI Exposure Rank of 98/100, rated Very High. It ranks higher than approximately 98% of Singapore occupations for exposure to current AI capabilities; it is not a job-loss probability.

What career transitions are available for Language instructor (extracurriculum)?

Language instructor (extracurriculum) has modeled transition pathways to related occupations. The strongest adjacent pathway is Information technology trainer (extracurriculum), based on skill and wage similarity (model-estimated). Transition scoring accounts for wage preservation, training ease, and destination quality.

How does Language instructor (extracurriculum) salary compare in the live market?

Language instructor (extracurriculum) earns a median gross wage of SGD 4,329/month in the live market (25th-75th percentile: SGD 3,905-4,900). This is 4% below median across all 562 scored occupations, and 5% above group median within Associate Professionals & Technicians occupations.