Career Intelligence Universe
Analyst Careers
Analysts across finance, business, data, research, and security — shared responsibilities, different AI pressure.
What this cohort is: Analyst cohorts share analysis, synthesis, and communication responsibilities. AI exposure depends on how checkable the analysis is — JR maps that at task level on researched roles.
- 12 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
1 researched roles in this set (published Index: high).
Augmentation-heavy
10 researched roles (published Index: moderate).
Human-led / AI-assisted
1 researched roles (published Index: low).
Common responsibilities
Aggregated from JR’s role taxonomy dimensions for the researched occupations above — not scraped job ads.
- Analysis — appears in 12 researched roles in this set
- Judgment — appears in 6 researched roles in this set
- Communication — appears in 6 researched roles in this set
- Research — appears in 6 researched roles in this set
- Compliance — appears in 3 researched roles in this set
- Planning — appears in 2 researched roles in this set
- Customer interaction — appears in 1 researched role in this set
- Creation — appears in 1 researched role in this set
Human advantage
- Judgment — shared across 11 researched roles
- Domain expertise — shared across 11 researched roles
- Accountability — shared across 4 researched roles
- Trust — shared across 2 researched roles
- Relationships — shared across 1 researched role
- Creativity — shared across 1 researched role
Typical moves & adjacent careers
- ba to product manager (business-analyst → product-manager)
- ba to product owner (business-analyst → product-owner)
- data analyst to data scientist (data-analyst → data-scientist)
- data analyst to product manager (data-analyst → product-manager)
- recruiter to hr analytics (hr-recruiter → data-analyst)
- accountant to financial analyst (accountant → financial-analyst)
- consultant to product manager (consultant → product-manager)
- customer service to data analyst (customer-service-rep → data-analyst)
- paralegal to business analyst (paralegal → business-analyst)
What can I move into? · Skills that survive across careers
Learning & proof
Academy topics and public guides already wired to these roles:
- How AI Shows Up at Work Today
- Prompt Engineering Techniques (Chain-of-Thought, ReAct)
- Descriptive Statistics & Summary Metrics
- Relational Database Design & SQL Basics
- What is AI?
- AI Terms You Should Know
- Data Manipulation with Pandas
- Exploratory Data Analysis (EDA)
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.