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New roles and AI careers · 14 min · 2026 marketNew roles and career paths in the AI era
Roles emerging around AI and ERP, the skills they need, and how to position yourself.
In this lesson
- Emerging roles
- How existing roles change
- Positioning yourself
Key points
- AI-enabled ERP consultant, agent designer, automation engineer, data/analytics engineer, AI governance analyst, AI integration engineer
- Domain knowledge stays the differentiator
- Developers who review AI code and design tests gain value
- Portfolio: evaluated agent, safe MCP integration, AI-assisted migration with tests
Real-world example
A functional consultant added an 'AI agent design' case to her portfolio: a Helpdesk agent with an evaluation set of 40 tickets, a risk assessment and four weeks of metrics on a demo database. It led her into a partner's new AI practice at a higher grade.
Questions and answers
Name three emerging roles.
Any three: AI-enabled ERP consultant, agent designer, automation engineer, data/analytics engineer, AI governance analyst, AI integration engineer.
What should an AI portfolio piece include?
Design, evaluation results, risk controls and measured outcomes.