📊 AI Resilience Rating Table
🧠 AI Resilience Score: How resistant the job itself is to AI disruption (A=Best, G=Worst)
👤 Adaptability Score: How well experienced professionals can pivot and remain relevant
Based on European Energy Efficiency Rating System (A-G scale)
Career | AI Resilience | Adaptability | Date |
---|---|---|---|
Credit AnalystThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
F (16%) | E (42%) | Jul 29, 2025 |
Graphic DesignersGraphic designers face a high risk of AI replacement due to advancements in design automation tools that can generate layouts, graphics, and even logos with minimal human input. However, the need for unique creativity, aesthetic judgment, and understanding of human emotions still requires human designers, making complete automation challenging. |
C (75%) | D (60%) | Jul 26, 2025 |
Engineer, agriculturalAn Engineer, agricultural designs, develops, and tests systems, structures, or products. |
B (89%) | A (91%) | Jul 26, 2025 |
Diplomatic Services operational officerA Diplomatic Services operational officer performs specialized duties within their field, combines technical knowledge with problem-solving and communication skills to achieve successful outcomes, and must adapt to evolving technologies and processes. |
D (65%) | C (73%) | Jul 25, 2025 |
Agricultural engineerAn Agricultural engineer designs, develops, and tests systems, structures, or products. |
B (82%) | B (84%) | Jul 25, 2025 |
Optician, dispensingAn Optician, dispensing performs specialized duties within their field, combines technical knowledge with problem-solving and communication skills to achieve successful outcomes, and must adapt to evolving technologies and processes. |
C (70%) | C (74%) | Jul 25, 2025 |
Teaching laboratory technicianA Teaching laboratory technician develops and maintains software or hardware systems, implements IT infrastructure, and ensures digital products operate effectively and securely. |
D (67%) | C (77%) | Jul 25, 2025 |
Retail buyerA Retail buyer performs specialized duties within their field, combines technical knowledge with problem-solving and communication skills to achieve successful outcomes, and must adapt to evolving technologies and processes. |
D (64%) | C (71%) | Jul 25, 2025 |
Pharmacist, hospitalA Pharmacist, hospital performs specialized duties within their field, combines technical knowledge with problem-solving and communication skills to achieve successful outcomes, and must adapt to evolving technologies and processes. |
D (61%) | D (67%) | Jul 25, 2025 |
Geologist, engineeringA Geologist, engineering designs, develops, and tests systems, structures, or products. |
A (90%) | A (96%) | Jul 25, 2025 |
Lecturer, further educationA Lecturer, further education performs specialized duties within their field, combines technical knowledge with problem-solving and communication skills to achieve successful outcomes, and must adapt to evolving technologies and processes. |
D (55%) | D (62%) | Jul 25, 2025 |
Therapist, occupationalA Therapist, occupational provides medical care, diagnoses and treats illnesses, and promotes wellness. |
B (82%) | B (88%) | Jul 25, 2025 |
Sports administratorA Sports administrator performs specialized duties within their field, combines technical knowledge with problem-solving and communication skills to achieve successful outcomes, and must adapt to evolving technologies and processes. |
D (64%) | D (68%) | Jul 25, 2025 |
Arts development officerAn Arts development officer performs specialized duties within their field, combines technical knowledge with problem-solving and communication skills to achieve successful outcomes, and must adapt to evolving technologies and processes. |
D (67%) | C (77%) | Jul 25, 2025 |
Production engineerA Production engineer designs, develops, and tests systems, structures, or products. |
B (86%) | A (93%) | Jul 25, 2025 |
Scientist, research (physical sciences)A Scientist, research (physical sciences) conducts research and experiments to advance knowledge in their field, analyzes data, and communicates findings. |
B (85%) | A (92%) | Jul 25, 2025 |
Trade mark attorneyA Trade mark attorney performs specialized duties within their field, combines technical knowledge with problem-solving and communication skills to achieve successful outcomes, and must adapt to evolving technologies and processes. |
D (55%) | D (65%) | Jul 25, 2025 |
Manufacturing systems engineerA Manufacturing systems engineer designs, develops, and tests systems, structures, or products. |
B (86%) | A (90%) | Jul 25, 2025 |
Social researcherA Social researcher gathers, analyzes, and interprets information to create new knowledge or validate existing theories, often using scientific methods. |
D (58%) | D (61%) | Jul 25, 2025 |
Call centre managerA Call centre manager oversees projects, teams, or departments, plans strategies, allocates resources, and ensures that organizational goals are met effectively. |
B (82%) | B (87%) | Jul 25, 2025 |
ArboriculturistAn Arboriculturist performs specialized duties within their field, combines technical knowledge with problem-solving and communication skills to achieve successful outcomes, and must adapt to evolving technologies and processes. |
D (62%) | D (65%) | Jul 25, 2025 |
Research scientist (life sciences)A Research scientist (life sciences) conducts research and experiments to advance knowledge in their field, analyzes data, and communicates findings. |
C (79%) | B (81%) | Jul 25, 2025 |
Newspaper journalistA Newspaper journalist produces and manages content for various platforms, including film, television, radio, and digital formats, and may edit or direct creative works. |
D (66%) | C (74%) | Jul 25, 2025 |
Research scientist (medical)A Research scientist (medical) conducts research and experiments to advance knowledge in their field, analyzes data, and communicates findings. |
B (87%) | A (94%) | Jul 25, 2025 |
Immigration officerAn Immigration officer performs specialized duties within their field, combines technical knowledge with problem-solving and communication skills to achieve successful outcomes, and must adapt to evolving technologies and processes. |
C (70%) | C (73%) | Jul 25, 2025 |
Dance movement psychotherapistA Dance movement psychotherapist provides medical care, diagnoses and treats illnesses, and promotes wellness. |
B (84%) | B (89%) | Jul 25, 2025 |
Administrator, educationAn Administrator, education performs specialized duties within their field, combines technical knowledge with problem-solving and communication skills to achieve successful outcomes, and must adapt to evolving technologies and processes. |
D (57%) | D (67%) | Jul 25, 2025 |
Occupational hygienistAn Occupational hygienist performs specialized duties within their field, combines technical knowledge with problem-solving and communication skills to achieve successful outcomes, and must adapt to evolving technologies and processes. |
D (67%) | C (72%) | Jul 25, 2025 |
Furniture conservator/restorerA Furniture conservator/restorer performs specialized duties within their field, combines technical knowledge with problem-solving and communication skills to achieve successful outcomes, and must adapt to evolving technologies and processes. |
D (64%) | D (69%) | Jul 25, 2025 |
Surveyor, rural practiceA Surveyor, rural practice performs specialized duties within their field, combines technical knowledge with problem-solving and communication skills to achieve successful outcomes, and must adapt to evolving technologies and processes. |
D (66%) | C (73%) | Jul 25, 2025 |
PhytotherapistA Phytotherapist provides medical care, diagnoses and treats illnesses, and promotes wellness. |
C (75%) | B (81%) | Jul 25, 2025 |
Dispensing opticianA Dispensing optician performs specialized duties within their field, combines technical knowledge with problem-solving and communication skills to achieve successful outcomes, and must adapt to evolving technologies and processes. |
D (64%) | C (70%) | Jul 25, 2025 |
MakeA Make performs specialized duties within their field, combines technical knowledge with problem-solving and communication skills to achieve successful outcomes, and must adapt to evolving technologies and processes. |
D (62%) | D (68%) | Jul 25, 2025 |
Logistics and distribution managerA Logistics and distribution manager oversees projects, teams, or departments, plans strategies, allocates resources, and ensures that organizational goals are met effectively. |
B (80%) | B (83%) | Jul 25, 2025 |
Medical secretaryA Medical secretary handles administrative tasks, manages schedules, coordinates communication, and supports organizational efficiency. |
D (50%) | D (60%) | Jul 25, 2025 |
Leisure centre managerA Leisure centre manager oversees projects, teams, or departments, plans strategies, allocates resources, and ensures that organizational goals are met effectively. |
B (85%) | A (93%) | Jul 25, 2025 |
Outdoor activities/education managerAn Outdoor activities/education manager oversees projects, teams, or departments, plans strategies, allocates resources, and ensures that organizational goals are met effectively. |
B (83%) | A (90%) | Jul 25, 2025 |
Health physicistA Health physicist performs specialized duties within their field, combines technical knowledge with problem-solving and communication skills to achieve successful outcomes, and must adapt to evolving technologies and processes. |
D (68%) | C (78%) | Jul 25, 2025 |
Risk analystA Risk analyst manages operations, develops strategies, analyzes markets, and ensures that organizations achieve their business goals. |
C (77%) | B (80%) | Jul 25, 2025 |
Associate ProfessorAn Associate Professor performs specialized duties within their field, combines technical knowledge with problem-solving and communication skills to achieve successful outcomes, and must adapt to evolving technologies and processes. |
D (69%) | C (77%) | Jul 25, 2025 |
Medical technical officerA Medical technical officer performs specialized duties within their field, combines technical knowledge with problem-solving and communication skills to achieve successful outcomes, and must adapt to evolving technologies and processes. |
D (63%) | D (67%) | Jul 25, 2025 |
Energy managerAn Energy manager oversees projects, teams, or departments, plans strategies, allocates resources, and ensures that organizational goals are met effectively. |
B (89%) | A (96%) | Jul 25, 2025 |
Sports coachA Sports coach performs specialized duties within their field, combines technical knowledge with problem-solving and communication skills to achieve successful outcomes, and must adapt to evolving technologies and processes. |
D (68%) | C (77%) | Jul 25, 2025 |
Nurse, adultA Nurse, adult provides medical care, diagnoses and treats illnesses, and promotes wellness. |
D (56%) | D (63%) | Jul 25, 2025 |
Diagnostic radiographerA Diagnostic radiographer performs specialized duties within their field, combines technical knowledge with problem-solving and communication skills to achieve successful outcomes, and must adapt to evolving technologies and processes. |
D (59%) | D (62%) | Jul 25, 2025 |
Human resources officerA Human resources officer performs specialized duties within their field, combines technical knowledge with problem-solving and communication skills to achieve successful outcomes, and must adapt to evolving technologies and processes. |
D (66%) | C (72%) | Jul 25, 2025 |
Theatre directorA Theatre director performs specialized duties within their field, combines technical knowledge with problem-solving and communication skills to achieve successful outcomes, and must adapt to evolving technologies and processes. |
D (67%) | C (72%) | Jul 25, 2025 |
Merchandiser, retailA Merchandiser, retail performs specialized duties within their field, combines technical knowledge with problem-solving and communication skills to achieve successful outcomes, and must adapt to evolving technologies and processes. |
D (61%) | D (68%) | Jul 25, 2025 |
Medical sales representativeA Medical sales representative builds relationships with customers, identifies their needs, and promotes products or services to drive revenue and meet targets. |
D (66%) | C (76%) | Jul 25, 2025 |
Scientific laboratory technicianA Scientific laboratory technician develops and maintains software or hardware systems, implements IT infrastructure, and ensures digital products operate effectively and securely. |
D (59%) | D (63%) | Jul 25, 2025 |