AI skills by profession · Marketing

AI skills for marketers

Draft generation is cheap. Brand judgment, audience insight, and channel accountability are the skills that still differentiate marketers.

Direct answer: Focus on brief quality, brand voice control, experiment design, and evaluating AI drafts against real audience outcomes — tied to JR role research and Academy topics, not generic prompt lists.

What to learn in marketing

• Writing sharper briefs so AI drafts start useful
• Brand and channel judgment over volume content
• Measurement habits that catch silent AI quality drops

Human-advantage patterns (from role taxonomy)

Drawn from JR’s published responsibility / human-advantage tags for the researched roles below — not a soft-skill buzzword list.

• Creativity
• Judgment
• Leadership
• Relationships
• Domain expertise

Common responsibility families in this cluster: Communication, Creation, Planning, Management, Customer interaction, Research.

Researched roles in this profession cluster

Each link is an individually researched occupation page (88-occupation Index). Published tiers for this cluster: 1 high · 4 moderate · 0 low.

Family map: Marketing & Growth · Related cohort.

Free Academy topics mapped to these roles

Titles come from JR’s occupation→Academy learning map (same catalog as /ai/academy/). Open via /upskill/ after your score.

• Kinds of AI (Generative, Predictive, and More)
• Prompt Engineering Techniques (Chain-of-Thought, ReAct)
• How AI Shows Up at Work Today
• AI Terms You Should Know
• Data Manipulation with Pandas
• Relational Database Design & SQL Basics
• Exploratory Data Analysis (EDA)
• Descriptive Statistics & Summary Metrics

Career moves worth knowing

• Marketing Manager → Marketing Manager

Knowledge graph next steps

1. Marketing Manager AI exposure research
2. General AI skills guidance · AI growth path
3. Upskill / Academy entry · Career resilience
4. Personal AI Exposure Score