Review 2: Reskilling Imperatives — Skill Gap Analysis
Technical + Commercial + Ethical
GenAI quality evaluation
93%
LLM-based ranking systems
91%
Anti-hallucination pipeline design
87%
AI ad format design
80%
AI safety & alignment
88%
Multimodal AI development
85%
Affected Workforce Segments
Search engineersML researchersAds product managersContent quality ratersPublisher relations
Learning Infrastructure Required
- Google Ads AI Academy
- Search Quality Rater Program redesign
- Google Cloud Skills Boost AI expansion