Career Intelligence Universe
Customer & Relationship Careers
Sales, success, service, and recruiting — relationship work that AI can assist but rarely own end-to-end.
What this cohort is: Relationship cohorts depend on trust, negotiation, and accountability to a specific human counterpart.
- 13 individually researched roles linked below
- AI patterns use published Index tiers only — no invented family scores
- Next step: personal assessment → skill gaps → learning → proof → opportunities
Roles included (researched)
Only individually researched occupations are listed with Index tiers. Related directory titles appear on the coverage map as taxonomy-mapped — not as fake research.
Evidence note: AI exposure tiers below come only from JR’s published AI Job Risk Index for individually researched occupations. Taxonomy-mapped titles are discoverable but are not individually scored.
AI impact pattern
Tier counts only for individually researched roles shown on this page.
High automation pressure
2 researched roles in this set (published Index: high).
Augmentation-heavy
7 researched roles (published Index: moderate).
Human-led / AI-assisted
4 researched roles (published Index: low).
Common responsibilities
Aggregated from JR’s role taxonomy dimensions for the researched occupations above — not scraped job ads.
- Customer interaction — appears in 13 researched roles in this set
- Communication — appears in 8 researched roles in this set
- Judgment — appears in 6 researched roles in this set
- Execution — appears in 4 researched roles in this set
- Analysis — appears in 2 researched roles in this set
- Management — appears in 1 researched role in this set
- Compliance — appears in 1 researched role in this set
- negotiation — appears in 1 researched role in this set
Human advantage
- Relationships — shared across 13 researched roles
- Trust — shared across 9 researched roles
- Judgment — shared across 5 researched roles
- Physical presence — shared across 4 researched roles
- Accountability — shared across 2 researched roles
- Negotiation — shared across 2 researched roles
- Domain expertise — shared across 1 researched role
Typical moves & adjacent careers
- recruiter to hr analytics (hr-recruiter → data-analyst)
- bookkeeper to financial advisor (bookkeeper → financial-advisor)
- retail to real estate agent (retail-sales-associate → real-estate-agent)
- customer service to data analyst (customer-service-rep → data-analyst)
What can I move into? · Skills that survive across careers
Learning & proof
Academy topics and public guides already wired to these roles:
- What is AI?
- How AI Shows Up at Work Today
- AI Terms You Should Know
- Prompt Engineering Techniques (Chain-of-Thought, ReAct)
- Git Core Concepts & Branching
- Function Calling & Tool Integration
Also: Upskill Academy · Excel at Work · Freelance projects · Job board
Degrees that commonly lead here
Related Career Intelligence
Get your personal AI exposure score
Public maps explain the role family. Your score uses your real responsibilities, skills, and proof — then connects to learning, frameworks, and opportunities.
Updated 2026-09-15. Methodology: how scoring works · research · coverage & evidence depths.