The Role Catalog
31 roles described as they operate at T2–T3 in an AI-native organization. For practitioners deciding whether they still want this work, managers planning their teams, and HR designing tomorrow's workforce.
- Roles
- 31
- Families
- 9
- Emerging
- 5
Read together with The AI-Native Organization for the org-level view of where these roles fit.
Product (2)
VP Product
ElevationYou don't approve every roadmap anymore. The PMs run their product areas; the agent absorbs much of the product operations; the team produces with specifications. Your day is product strategy, cross-executive partnership, and the leadership of the product function.
Product Manager
SpecializationYou don't draft the PRDs anymore. The agent researches markets, summarizes interviews, drafts proposals, and tracks the roadmap. Your day is the strategic decisions only a human can make — what to build, why, for whom, and when.
Engineering (7)
Tech Lead
ElevationYou don't write the code anymore. You write the specifications that make code happen, and you validate the outcomes. The work is faster, your reach is wider, and your decisions matter more.
Full-Stack Engineer
ElevationYou ship features end-to-end. The agent writes the code; you architect, you specify, you validate, and you own the outcome. You move fast across the full stack because the agent doesn't have stack preferences — and you have stopped having them too.
Software Engineer
ElevationYou're learning the craft in a world where the agent writes the code and the human writes the specs. The job is not what it was three years ago — and you are not learning to be the engineer who existed three years ago.
DevOps Engineer
ElevationYou don't run the deploys anymore. You design the systems that make safe deploys automatic, observable, and recoverable. Infrastructure becomes specification — and the agents need infrastructure too, because they ship code now.
Data Engineer
ElevationYou build the data and AI infrastructure the rest of the company runs on. Pipelines, warehouses, vector stores, model-serving infrastructure, observability — the foundation that lets agents do their work and analysts produce insight. The agent writes much of the code; you design the architecture and own the foundation.
Engineering Manager
ElevationYou don't run the standups anymore. The agent handles coordination, status tracking, and most routine review. Your day is the people work — coaching, conflict, career, and the strategic decisions about what your team builds and how.
Director of Engineering
ElevationYou don't review every team's PRs anymore. You design the operating model, the standards, and the talent strategy for a multi-team engineering org. Your day is two levels up from where you were as an Engineering Manager — and the leverage is different.
Design (1)
Marketing (4)
VP Marketing
ElevationYou don't run the campaigns anymore. The agent and the marketing team produce; you decide what gets said, to whom, when, and why. Your day is the company's voice, the pipeline contribution, the team you lead, and the strategic seat at the executive table.
Product Marketing Manager
SpecializationYou don't write the campaigns anymore. You define positioning, audience, constraints, and success criteria; the agent produces. Your value moves from production speed to strategic clarity — and your reach scales beyond what a marketing team used to ship.
Marketing Strategist
SpecializationYou don't write the copy anymore. You think harder about who you're talking to and why; the agent does the typing. The craft moves from writing words to choosing them well — and from publishing volume to landing the message.
Demand Gen Marketer
SpecializationYou don't run the campaigns anymore. The agent runs them. You decide where to bet, how much, and what's working. Your day is the analytical, experimental side of marketing — where channels meet customers and budget meets results.
Sales (4)
VP Sales
ElevationYou don't ride along on every deal anymore. The agent surfaces pipeline, runs forecasting, and handles surrounding work across the team. Your day is the high-stakes deals, the team coaching, the strategic accounts, and the design of how sales operates.
Account Executive
SpecializationYou don't do the admin anymore. The agent handles research, CRM, proposal drafts, and follow-ups. Your day is the live deals — strategy, negotiation, and relationships. The selling is yours; the surrounding work isn't.
Solutions Engineer
SpecializationYou sit between Sales and Engineering — the technical voice in deals and the customer voice in product. The agent handles much of the demo prep, POC scaffolding, and discovery briefing. You handle the technical conversations, the architectural fit, and the moments where customer constraints meet product reality.
Sales Development Representative
SpecializationYou don't do prospecting anymore. The agent finds, qualifies, sequences, and follows up. Your day shrinks to the moments only a human can do — the live conversations, the live edge cases, the live relationships. The volume game is over; the conversation game has begun.
Customer Success (3)
Director of Customer Success
ElevationYou don't run the playbook personally anymore. The agent surfaces health signals, runs routine outreach, and handles standard playbook execution across the portfolio. Your day is strategic accounts, escalations, expansion deals, and the design of how CS operates.
Customer Success Manager
ElevationYou don't do the routine check-ins anymore. The agent handles outreach, usage analysis, ticket triage, and standard playbook execution. Your day is the high-stakes moments — escalations, expansions, strategic accounts, and the conversations only a human can have.
Customer Support Specialist
SpecializationYou don't answer the routine tickets anymore. The agent handles 70-80% of inquiries. Your day is the complex cases, the escalations, the moments where a human voice makes the difference, and the work of making the agent better at what it does.
Operations & People (2)
Head of People Operations
ElevationYou don't process the transactions anymore. You design the systems through which an AI-native organization hires, onboards, develops, evaluates, and grows its people — humans whose jobs are themselves being transformed. People Operations becomes a design function.
Data Analyst
ElevationThe agent writes the SQL, builds the dashboards, and runs the queries. Your day is the questions only a human can ask and the interpretation only a human can make. The craft moves from query-writing to question-framing.
Executive (3)
CEO
ElevationYou lead a company where most execution is done by agents. Your strategic decisions multiply at unprecedented scale; the human moments — vision, judgment, trust, ethical calls, hard choices — concentrate. The role of CEO becomes more consequential, not less.
COO
ElevationYou design the operating system of a company where humans and agents work together. The agent runs the routine operations; you run the operating model. The COO role becomes more consequential as more of the company runs on agentic execution.
CTO
ElevationYou design the technical operating model of an AI-native company. The agents do the building; you design the systems through which agents do the building safely, at scale, and in ways the rest of the company can trust.
Emerging (5)
Workflow Architect
EmergenceYou design how the work gets done — not what gets done, not who does it, but the system that connects intent, execution, validation, and recovery. It is a role that did not exist before, because before, the connective tissue was just "how we work" and nobody owned it.
AI Transformation Lead
EmergenceYou own the transformation itself. Not a workflow, not a function — the whole company's shift from legacy operations to an AI-native operating model. The role didn't exist five years ago because the transformation didn't exist as a coherent leadership responsibility. Now it does, and someone has to own it.
Agent Supervisor
EmergenceYou operate the agents that operate the business. You monitor them, tune them, recover them when they stall, and improve them as the work evolves. It is a role that did not exist before — because before, there were no agents to supervise.
Specification Owner
EmergenceYou write the specifications that the agents implement. Not for engineering features, but for any work that gets done — content production, customer interactions, financial operations, marketing campaigns. You translate intent into testable instructions. The craft of being clear about what you want is now its own job.
Governance Specialist
EmergenceYou ensure the AI-native organization stays trustworthy, compliant, and recoverable. You design the rules, audits, and oversight mechanisms that let autonomous workflows run without the organization losing control. It is a role that did not exist before — because before, oversight could rely on the fact that humans approved every output.
