Private Draft

The 29 personas behind AI

We’ve organized every stage and persona in the AI supply chain, informed by real recruiting at frontier companies. Click any row to see matching profiles from our talent graph.

Shaped by Industry Experts

← ATOMS & ENERGYUSERS & MARKETS →

AI HardwareDesigns AI compute silicon

Data Center & FacilitiesRuns physical AI infra

Compilers & FrameworksToolchain under every training run

Training InfrastructureBuilds systems that train at scale

ML PlatformBuilds ML dev infrastructure

Frontier ResearchAuthors SoTA research bets

Training DataCurates what models learn from

TrainingScales ideas into training runs

Post-TrainingShapes model behavior via RL

Evaluation & BenchmarkingDefines what better means

AlignmentMakes models do what we intend

Program ManagementSequences capability creation

Inference OptimizationMakes models fast and cheap

Serving InfrastructureRuns the serving platform

Model OperationsKeeps models running in prod

Autonomous SystemsTeaches machines to move

Robotics PlatformsShips robots that work reliably

Applied MLTrains models for products

AI Security EngineeringDefends models in production

GovernanceMakes compliance enforceable

Trust & Safety OperationsGuards deployed AI at scale

Developer ExperienceMakes engineers build faster

Full-Stack BuilderShips products with models

Product ManagementDefines what to build and why

Solutions EngineeringWins deals with technical depth

Forward-DeployedShips in customer codebases

Decision ScienceMeasures what matters in prod

Developer RelationsBridges product to ecosystem

AI Policy & StrategyNavigates regulation and geopolitics