How AI Is Changing 65 Professions
Browse every role Role Compass tracks, grouped by field. Each role page shows its AI automation risk, the tasks being automated vs. augmented, the skills to learn, and a personalized 12-week action plan.
Business & Finance
- Accountant / Financial Analyst — Tax Advisory & Planning, Audit & Assurance, Management Accounting & FP&A, Forensic Accounting & Fraud Detection
- AI Strategy Leader — Enterprise AI Transformation, AI Governance & Ethics, AI Product Strategy, AI Operations (MLOps/AIOps)
- Business Analyst — Digital Transformation & Process Automation, Data-Driven Business Analysis, Agile & Product Business Analysis, Enterprise Architecture & Systems
- Chartered Accountant — Direct Tax Advisory & Litigation, GST & Indirect Tax Practice, Statutory Audit & Assurance, Corporate Finance & Valuation
- Executive / CEO — AI Transformation Leadership, CEO & Board Leadership, COO & Operations Leadership, CFO & Financial Strategy
- Financial Advisor / Wealth Manager — AI-Driven Wealth Strategy, High-Net-Worth & Private Client, Retirement & Financial Planning, Corporate Advisory & Employee Benefits
- Founder / Entrepreneur — AI-First Company Building, B2B SaaS, D2C & Consumer, Deep Tech & Hard Tech
- HR Manager — AI Workforce Transformation, Talent Acquisition & Employer Brand, Learning & Development, People Analytics & HR Tech
- Investment Banker — AI-Driven Deal Leadership, M&A Advisory, Capital Markets (ECM/DCM), Restructuring & Special Situations
- Investor / VC — Venture Capital, Public Markets / Equity, Real Estate Investment, Angel / Early-Stage
- Management Consultant — AI Strategy & Advisory, Strategy & Corporate Finance, Technology & Digital Transformation, Organization & People
- Project / Program Manager — AI Program Governance, Technical Program Management, Business Transformation, Portfolio & Strategy Execution
- Scrum Master / Agile Coach — Agile Coach, Technical Scrum Master, Scaled Agile (SAFe/LeSS), Product Delivery Lead
Operations
- Administrative Assistant — Executive & C-Suite Assistant, Operations & Project Coordinator, Virtual & Remote Administration, Office Technology & Automation Lead
- Customer Success Manager — Enterprise Customer Success, Scaled / Digital CS, Onboarding & Implementation, Renewal & Expansion
- Customer Support Lead — Technical Support & Escalations, CX Operations & AI Automation, Enterprise & Strategic Support, Community & Customer Advocacy
- Operations Manager — AI-Driven Operations Leadership, Manufacturing & Industrial Operations, Services & Business Operations, Tech & SaaS Operations
- Supply Chain Manager — AI-Driven Supply Chain Leadership, Strategic Procurement & Sourcing, Logistics & Distribution, Demand Planning & S&OP
Professional Services
- Aerospace Engineer — Propulsion Systems, Structures & Materials, Avionics & Systems, Space Systems & Satellites
- Agricultural Engineer — Precision Agriculture, Irrigation & Water Management, Farm Machinery & Automation, Post-Harvest & Food Processing
- Architect — Sustainable & Green Architecture, Computational & Parametric Design, Urban Planning & Master Planning, Interior & Commercial Architecture
- Chemical Engineer — Process Design & Simulation, Petrochemical & Refining, Pharmaceuticals & Biotech, Materials & Polymers
- Civil Engineer — Structural Engineering, Geotechnical Engineering, Transportation Engineering, Water Resources & Environmental, Quality Engineering
- Electrical Engineer — Power Systems & Grid, Electronics & VLSI Design, Signal Processing & Communications, Control Systems & Automation
- Environmental Engineer — Water & Wastewater Treatment, Air Quality & Emissions, Site Remediation & Contamination, Environmental Impact Assessment
- Industrial / Manufacturing Engineer — Manufacturing Systems, Supply Chain & Logistics, Ergonomics & Human Factors, Operations Research
- Lawyer / Legal Professional — Corporate & M&A Law, Litigation & Dispute Resolution, Technology & Intellectual Property Law, Regulatory & Compliance Law
- Mechanical Engineer — Product / Design Engineering, Manufacturing / Industrial, HVAC / Building Systems, Automotive / Aerospace
- Mining / Petroleum Engineer — Open Pit Mining, Underground Mining, Mineral Processing, Mine Planning & Resource Estimation
- Sustainability Consultant — Carbon & Climate Strategy, ESG Reporting & Compliance, Circular Economy & Supply Chain, Renewable Energy Advisory
- Textile Engineer — Technical & Smart Textiles, Sustainable Fashion & Circularity, Quality & Production Engineering, Fiber Science & Innovation
Technology
- AI Engineer — LLM Application Development, MLOps & AI Infrastructure, AI Safety & Alignment, Multimodal AI & Autonomous Agents
- Cloud Engineer — AWS Cloud Architecture, Kubernetes & Platform Engineering, Cloud Security & Compliance, FinOps & Cloud Cost Optimization
- Cybersecurity Analyst — Offensive Security & Penetration Testing, SOC & Threat Detection, Cloud & Application Security, GRC & Security Compliance
- Data Analyst — Marketing & Growth Analytics, Financial & Business Analytics, Product Analytics, Healthcare & Life Sciences Analytics
- Data Scientist — Machine Learning Engineering, NLP & Large Language Models, Computer Vision & Image AI, Experimentation & Causal Inference
- DevOps Engineer — CI/CD & Release Engineering, Site Reliability & Observability, Infrastructure as Code & GitOps, DevSecOps & Supply Chain Security
- Electronics / Embedded Engineer — IoT & Connected Devices, Automotive Embedded, Firmware & RTOS, Edge AI & ML Deployment
- Product Manager — AI Product Strategy, B2B Enterprise Product, Consumer & Growth, Platform & API
- Research Scientist — Biotech & Life Sciences, Physics & Materials Science, Computational & Data Science, Climate & Earth Sciences
- Robotics Engineer — Autonomous Vehicles, Industrial & Manufacturing Robotics, Humanoid & Service Robotics, Drone & Aerial Systems
- Software Developer — Frontend / UI, Backend / API, Mobile (iOS / Android), Java / Enterprise, Mainframe / COBOL, Salesforce / Low-code, Data / ML Engineering, DevOps / Platform, SAP Developer, Teamcenter (Siemens PLM), Windchill (PTC PLM), Snowflake Developer
- Solution Architect — Cloud & Infrastructure, Enterprise Integration, Data & AI Architecture, Security Architecture, SAP / ERP Architecture, PLM Architecture, Microservices & Platform, IoT & Edge Computing, AI Architecture Leadership
- Software Tester / QA Engineer — Test Automation Engineering, Performance & Load Testing, Security Testing (DAST/SAST), Manual & Exploratory Testing
Design & Creative
- Artist / Painter — Concept Art & Entertainment Design, Fine Art & Gallery, Commercial Illustration, Digital & Generative Art
- Content Writer / Copywriter — Technical Writing & Documentation, SEO & Content Marketing, Brand Storytelling & Thought Leadership, AI Content Operations
- Copywriter — Conversion & Direct Response Copy, Brand Voice & Creative Advertising, UX & Product Copywriting, Email & Lifecycle Marketing Copy
- Graphic Designer — Brand Identity & Visual Systems, Motion Design & Animation, Packaging & Print Design, Digital Illustration & Generative Art
- Journalist / Reporter — Investigative & Data Journalism, Digital & Multimedia Journalism, Business & Financial Journalism, Science & Technology Journalism
- UX Designer — Product Design (SaaS & Apps), UX Research & Strategy, Design Systems & Accessibility, Conversational & AI UX
- Video Editor — Film & Television, Social Media & YouTube, Motion Graphics & Animation, Corporate & Commercial
Healthcare
- Biomedical Engineer — Medical Devices, Tissue & Regenerative Engineering, Medical Imaging Systems, Neural Engineering & BCI
- Doctor — General Practice / Family Medicine, Radiology, Surgery, Psychiatry / Behavioral Health, Cardiology, Emergency Medicine, Dermatology, Oncology, Neurology, Orthopedics, Pediatrics, Anesthesiology
- Nurse — ICU / Critical Care Nursing, Pediatric Nursing, Surgical / Perioperative Nursing, Community & Public Health Nursing
- Pharmacist — Clinical Pharmacy, Retail & Community Pharmacy, Hospital & Inpatient Pharmacy, Pharmaceutical Industry
- Physiotherapist — Sports & Musculoskeletal, Neurological Rehabilitation, Pelvic Health, Paediatric Rehab, Geriatric & Falls Prevention, Cardiopulmonary Rehab
- Psychologist — Clinical Psychology, Organizational / I-O Psychology, Educational Psychology, Forensic Psychology
Marketing & Sales
- Business Development Manager — AI-Powered Business Growth, Enterprise & Strategic Accounts, Partnerships & Alliances, International & Market Expansion
- Marketing Manager — AI Marketing Strategy, Growth & Performance Marketing, Brand & Content Strategy, Product Marketing
- Real Estate Agent — Residential Sales, Commercial Real Estate, Luxury & High-End, Property Management
- Sales Representative — AI-Powered Sales Leadership, Enterprise Sales, SMB & Velocity Sales, Channel & Partner Sales
- SEO Specialist — Technical SEO, Content SEO & Strategy, Local SEO, E-commerce SEO
- Social Media Manager — B2B & LinkedIn, B2C & Brand, Creator & Influencer Marketing, Community Management