Career Intelligence Universe

Business & Operations Careers

Project, program, supply chain, and business analysis — keeping complex work moving when tools accelerate the paperwork.

Get My Free AI Exposure Score How coverage & evidence work

What this family is: Operations careers combine planning, stakeholder management, and execution. JR research shows automation in reporting first, escalation judgment last.

6 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.

Business AnalystIndividually researched · Index tier: moderate Operations ManagerIndividually researched · Index tier: moderate Program ManagerIndividually researched · Index tier: moderate Project ManagerIndividually researched · Index tier: moderate Supply Chain ManagerIndividually researched · Index tier: moderate Systems AnalystIndividually researched · Index tier: moderate

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

Pattern derived only from published AI Job Risk Index tiers for researched roles in this family.

High automation pressure

0 researched roles in this set (published Index: high).

Augmentation-heavy

6 researched roles (published Index: moderate).

Human-led / AI-assisted

0 researched roles (published Index: low).

Common responsibilities

Aggregated from JR’s role taxonomy dimensions for the researched occupations above — not scraped job ads.

Planning — appears in 6 researched roles in this set
Communication — appears in 4 researched roles in this set
Management — appears in 4 researched roles in this set
Analysis — appears in 3 researched roles in this set
Execution — appears in 1 researched role in this set

Human advantage

Judgment — shared across 4 researched roles
Leadership — shared across 4 researched roles
Domain expertise — shared across 3 researched roles
Accountability — shared across 2 researched roles
Relationships — shared across 2 researched roles

Career family branches

Project/program delivery, supply chain, business analysis, and ops leadership.

Project Management
Program Management
Supply Chain
Business Analysis
Operations

Typical moves & adjacent careers

pm to program manager (product-manager → program-manager)
ba to product manager (business-analyst → product-manager)
ba to product owner (business-analyst → product-owner)
project manager to program manager (project-manager → program-manager)
project manager to product manager (project-manager → product-manager)
administrative assistant to project manager (administrative-assistant → project-manager)
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:

What is AI?
How AI Shows Up at Work Today
AI Terms You Should Know
Prompt Engineering Techniques (Chain-of-Thought, ReAct)

free AI Upskilling Academy pathExisting JR learning / proof surface career resilience frameworkExisting JR learning / proof surface build skills to outperform your roleExisting JR learning / proof surface standing out as a new managerExisting JR learning / proof surface project manager → program managerExisting JR learning / proof surface project manager → product managerExisting JR learning / proof surface

Also: Upskill Academy · Excel at Work · Freelance projects · Job board

Degrees that commonly lead here

B.ComDegree → family → roles (Student journey)BBADegree → family → roles (Student journey)MBADegree → family → roles (Student journey)

Related Career Intelligence

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Public maps explain the role family. Your score uses your real responsibilities, skills, and proof — then connects to learning, frameworks, and opportunities.

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Updated 2026-09-15. Methodology: how scoring works · research · coverage & evidence depths.