Skill Demand Index
Based on 1 scored job postings out of 2,449 total. Depth levels reflect actual proficiency tiers, not just keyword presence.
0%
Demand Rate
L1
Median Depth
100%
Gap Rate
1
Jobs Analyzed
Minimal
Most employers want AI safety and ethics at introductory awareness.
Overview
Market context for AI safety and ethics in the current job market
AI safety and ethics is required in 0% of scored job postings on ShouldApply, making it a growing skill in the current job market. Employers looking for AI safety and ethics typically want candidates who can demonstrate real proficiency, not just surface awareness.
What the data shows for AI safety and ethics:
What L1 means in practice:
L1 (Minimal) means you can discuss the concept but haven’t used it in production. Many entry-level positions accept this.
This means employers aren't looking for someone who has used AI safety and ethics once or twice. They want evidence of professional application — shipped work, measurable outcomes, and the ability to operate independently.
Common skill gaps:
The gap rate of 100% means most applicants lack AI safety and ethics at the depth employers need. This is a real opportunity for candidates who invest in building genuine proficiency.
Which roles need AI safety and ethics most:
Other positions drive 100% of demand. Skills commonly paired with AI safety and ethics include Digital Marketing and Team Roadmap.
Depth Level Distribution
How candidates match AI safety and ethics requirements across 1 scored evaluations
Average depth: L1.0·Median depth: L1.0
Salary Correlation
How AI safety and ethics affects compensation based on postings with disclosed salary data
Without AI safety and ethics
$137K
Median $130K
454 jobs
Skill Demand Insight
“AI safety and ethics appears in 0% of all scored jobs.”
From 1 scored job postings
Skill Pairings
Other skills that frequently appear alongside AI safety and ethics
Role Breakdown
Job categories most likely to require AI safety and ethics
Gap Analysis
How often AI safety and ethics is identified as a skill gap (L0–L1) in scored applications
High gap rate — most candidates are underqualified
When AI safety and ethics appears in a job's requirements, 100% of scored applicants received an L0 or L1 (missing or minimal).
Yes. AI safety and ethics appears in 0% of scored job postings on ShouldApply, making it a growing skill in the current market. Based on 1 analyzed jobs, demand is steady across multiple role types.
The median required depth is L1. Many positions accept basic to intermediate proficiency.
Salary data for AI safety and ethics is still accumulating.
The most common pairings are Digital Marketing, Team Roadmap, Cloud Architecture (AWS, GCP, Azure), Product Classification (wellness vs. clinical decision support), HIPAA compliance. Strengthening these alongside AI safety and ethics improves your fit across more positions.
Top roles: Other. Other positions have the highest demand at 100% of all AI safety and ethics jobs.
L1→L2: online courses and personal projects. L2→L3: daily professional use and shipped work. L3→L4: mentoring others and optimizing processes. L4→L5: architecture decisions, open source contributions, or published work.
See how you stack up against AI safety and ethics job requirements
ShouldApply scores your profile against each skill at the depth level jobs actually need.
Analyze my AI safety and ethics gaps →See how your depth compares to what employers actually require
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