Occupation catalog

AI Governance Specialist

Information technology18%2035 · 43%→

AI Policy Analyst

Public service16%2035 · 41%→

AI Compliance Officer

Law22%2035 · 45%→

AI Auditor

Finance and accounting24%2035 · 46%→

AI Risk Manager

Finance and accounting19%2035 · 43%→

ML Model Validator

Finance and accounting20%2035 · 43%→

AI Incident Investigator

Security17%2035 · 42%→

AI Red Team Specialist

Security16%2035 · 41%→

AI Procurement Manager

Public service29%2035 · 51%→

AI Regulatory Affairs Specialist

Law18%2035 · 43%→

AI Operations Manager

Information technology20%2035 · 43%→

AI Agent Supervisor

Information technology24%2035 · 46%→

AI Workflow Designer

Information technology31%2035 · 52%→

Human-AI Collaboration Designer

Design25%2035 · 47%→

AI Adoption Coach

Education19%2035 · 43%→

AI Literacy Instructor

Education15%2035 · 41%→

Prompt Library Curator

Information technology48%2035 · 63%→

AI Agent Quality Manager

Information technology22%2035 · 45%→

AI Cost Optimization Analyst

Finance and accounting27%2035 · 49%→

AI Vendor Manager

Sales31%2035 · 52%→

Synthetic Data Specialist

Information technology17%2035 · 42%→

Training Data Steward

Information technology28%2035 · 50%→

Data Provenance Specialist

Information technology21%2035 · 44%→

Data Rights Manager

Law26%2035 · 48%→

AI Consent Architect

Law22%2035 · 45%→

Model Documentation Specialist

Information technology38%2035 · 57%→

Dataset Curator

Science34%2035 · 53%→

Data Quality Product Owner

Information technology27%2035 · 49%→

Model Behavior Analyst

Information technology19%2035 · 43%→

AI Evaluation Engineer

Information technology16%2035 · 41%→

Deepfake Forensics Analyst

Security14%2035 · 40%→

Digital Identity Architect

Security15%2035 · 41%→

AI Security Engineer

Security14%2035 · 40%→

Prompt Injection Analyst

Security18%2035 · 43%→

Autonomous Systems Security Specialist

Security13%2035 · 39%→

Cyber Resilience Planner

Security17%2035 · 42%→

Privacy-Enhancing Technology Specialist

Security15%2035 · 41%→

Digital Evidence Engineer

Security19%2035 · 43%→

Robot Fleet Manager

Engineering12%2035 · 38%→

Robot Behavior Trainer

Engineering15%2035 · 41%→

Robot Safety Engineer

Engineering10%2035 · 36%→

Humanoid Robot Technician

Engineering11%2035 · 37%→

Domestic Robot Installer

Services8%2035 · 35%→

Robot Ethics Specialist

Law13%2035 · 39%→

Teleoperation Specialist

Engineering18%2035 · 43%→

Remote Robot Supervisor

Logistics28%2035 · 50%→

Warehouse Automation Planner

Logistics18%2035 · 43%→

Construction Robot Coordinator

Construction14%2035 · 40%→

Robotics Maintenance Planner

Engineering15%2035 · 41%→

Robot Human Factors Specialist

Engineering11%2035 · 37%→

Autonomous Vehicle Safety Operator

Transport17%2035 · 42%→

Autonomous Vehicle Remote Assistance Specialist

Transport29%2035 · 51%→

Last-Mile Drone Coordinator

Logistics25%2035 · 47%→

Drone Traffic Manager

Transport18%2035 · 43%→

Autonomous Farm Equipment Operator

Agriculture19%2035 · 43%→

Autonomous Ship Operations Specialist

Transport14%2035 · 40%→

Autonomous Rail Supervisor

Transport13%2035 · 39%→

Robotic Delivery Route Planner

Logistics34%2035 · 53%→

Surgical Robot Technician

Healthcare9%2035 · 35%→

Rehabilitation Robotics Specialist

Healthcare8%2035 · 35%→

Exoskeleton Fitting Specialist

Healthcare7%2035 · 35%→

Assistive Technology Designer

Engineering11%2035 · 37%→

Clinical AI Implementation Specialist

Healthcare14%2035 · 40%→

Medical AI Safety Officer

Healthcare10%2035 · 36%→

Digital Therapeutics Designer

Healthcare18%2035 · 43%→

Remote Care Coordinator

Healthcare13%2035 · 39%→

Robotic Pharmacy Technician

Healthcare22%2035 · 45%→

Digital Twin Engineer

Engineering14%2035 · 40%→

Smart Building Automation Specialist

Construction13%2035 · 39%→

Building Performance Analyst

Construction20%2035 · 43%→

Construction Technology Manager

Construction18%2035 · 43%→

Generative Design Engineer

Engineering16%2035 · 41%→

Urban Simulation Planner

Public service17%2035 · 42%→

Smart Infrastructure Operator

Engineering20%2035 · 43%→

Infrastructure Sensor Specialist

Engineering15%2035 · 41%→

Energy Storage Optimizer

Energy12%2035 · 38%→

Smart Grid Orchestrator

Energy11%2035 · 37%→

Carbon Accounting Automation Specialist

Energy22%2035 · 45%→

Climate Risk Modeler

Science16%2035 · 41%→

Renewable Energy Forecasting Analyst

Energy17%2035 · 42%→

Battery Lifecycle Manager

Energy14%2035 · 40%→

Circular Economy Systems Designer

Engineering15%2035 · 41%→

Environmental Digital Twin Specialist

Science14%2035 · 40%→

Bioinformatics Pipeline Engineer

Science13%2035 · 39%→

Computational Pathology Specialist

Healthcare15%2035 · 41%→

Clinical Genomics Coordinator

Healthcare12%2035 · 38%→

Biofabrication Technician

Science10%2035 · 36%→

Laboratory Automation Engineer

Engineering12%2035 · 38%→

Materials Discovery Specialist

Science13%2035 · 39%→

Synthetic Biology Process Engineer

Science14%2035 · 40%→

Personalized Medicine Data Specialist

Healthcare16%2035 · 41%→

AI Curriculum Architect

Education16%2035 · 41%→

Adaptive Learning Designer

Education18%2035 · 43%→

AI Tutor Supervisor

Education22%2035 · 45%→

Virtual Production Director

Media29%2035 · 51%→

Synthetic Media Producer

Media44%2035 · 60%→

Digital Avatar Producer

Media35%2035 · 54%→

Spatial Computing Producer

Design26%2035 · 48%→

Online Community Safety Manager

Security31%2035 · 52%→

Digital Wellbeing Specialist

Psychology20%2035 · 43%→

Future of Work Analyst

Public service28%2035 · 50%→

Accountant

Finance and accounting68%2035 · 86%→

PHP Developer

Information technology49%2035 · 67%→

Software Developer

Information technology56%2035 · 76%→

Junior Developer

Information technology72%2035 · 88%→

General Translator

Media84%2035 · 94%→

Taxi Driver

Transport28%2035 · 70%→

Electrician

Engineering12%2035 · 23%→

General Practitioner

Healthcare19%2035 · 35%→

Graphic Designer

Design71%2035 · 88%→

Teacher

Education23%2035 · 39%→

Cashier

Sales75%2035 · 93%→

Welder

Manufacturing28%2035 · 50%→

Call Center Operator

Services84%2035 · 96%→

Robotics Technician

Engineering18%2035 · 28%→

UI Designer

Design55%2035 · 76%→

Nurse

Healthcare10%2035 · 20%→

Data Entry Operator

Public service94%2035 · 97%→

Plumber

Services10%2035 · 19%→

Financial Analyst

Finance and accounting45%2035 · 65%→