How AI Is Changing 78 Roles & 330 Specializations
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)
- Bookkeeper
- 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
- Equity Research Analyst — Fundamental & Sell-Side Research, Buy-Side & Portfolio Research, Technical Analysis & Charting, Quantitative & Data-Driven Research
- 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
- Recruiter
- Scrum Master / Agile Coach — Agile Coach, Technical Scrum Master, Scaled Agile (SAFe/LeSS), Product Delivery Lead
- Stock Trader — Day & Intraday Trading, Swing & Positional Trading, Options & Derivatives Trading, Algorithmic & Quant Trading
- Stockbroker / Dealer — Retail Broking & Client Dealing, Institutional Dealing & Execution, Derivatives & F&O Dealing, Advisory-Led & HNI Broking
- Sub-broker / Authorized Person — Client Acquisition & Onboarding, Relationship Management & Advisory, Franchise & Branch Operations, Digital Distribution & Fintech Partnerships
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
- EHS & Sustainability Head — Occupational Health & Safety, Environment & Regulatory Compliance, Sustainability, ESG & Climate, Process Safety & Industrial Risk
- 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, Design Engineering
- 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, Cement & Process Plants
- Mining / Petroleum Engineer — Open Pit Mining, Underground Mining, Mineral Processing, Mine Planning & Resource Estimation
- Paralegal
- 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
- Chief Information Security Officer — Security Governance, Risk & Compliance (GRC) Lead, Security Operations & Threat Management Lead, Cloud & Infrastructure Security Lead, Application & Product Security (DevSecOps) Lead, AI/ML Security & Governance Lead
- 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, Lead Data Analyst (BI & Analytics Engineering)
- 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
- Test Manager / QA Manager — Quality Engineering & Automation Architecture Lead, AI Quality & LLM Evaluation Lead, Security & Compliance Quality Lead, Continuous Testing & Release Quality Lead, Reliability & Resilience Quality Lead, Connected-Device & Embedded Quality Lead
- 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
- Ayurvedic Doctor — Panchakarma & Detox Therapy, Chronic Disease & Lifestyle Management (Kayachikitsa), Ayurvedic Dermatology & Cosmetology, Women's Health & Rasayana
- 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
- Homeopathy Doctor — Classical & Constitutional Homeopathy, Pediatric & Family Homeopathy, Dermatology & Allergic Disorders, Integrative Wellness & Teleconsultation
- 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
- Communications Director — Corporate & Reputation Communications, Internal & Employee Communications, PR & Media Relations, Brand & Marketing Communications
- 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