📊 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 |
---|---|---|---|
Hr Operation SpecialistThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
D (51%) | D (60%) | Oct 1, 2025 |
Payroll SpecialistThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
E (36%) | D (54%) | Oct 1, 2025 |
Design Release EngineerThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
E (31%) | E (30%) | Sep 30, 2025 |
Electronics DeveloperAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
E (41%) | F (28%) | Sep 25, 2025 |
ManagementAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
E (46%) | D (60%) | Sep 25, 2025 |
Financial AnalystWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
F (29%) | E (35%) | Sep 23, 2025 |
Professional WriterWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
F (29%) | E (36%) | Sep 23, 2025 |
FinanceWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
E (37%) | D (51%) | Sep 23, 2025 |
Hazard Communication SpecialistWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
E (49%) | D (68%) | Sep 22, 2025 |
Special Education Teacher AideThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
E (45%) | F (25%) | Sep 11, 2025 |
Process EngineerAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
E (32%) | G (12%) | Sep 9, 2025 |
DeveloperThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
D (67%) | E (46%) | Sep 8, 2025 |
Project ManagementThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
D (53%) | D (60%) | Sep 8, 2025 |
Communications ManagerAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
C (70%) | D (57%) | Sep 4, 2025 |
Finance Business PartnerThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
D (67%) | E (48%) | Sep 1, 2025 |
Civil Engineer RobotAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
F (22%) | E (39%) | Aug 30, 2025 |
Architect EngineerThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
E (34%) | D (52%) | Aug 30, 2025 |
Hvac EngineerThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
D (56%) | E (49%) | Aug 29, 2025 |
Computer EngineerThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
E (46%) | E (49%) | Aug 17, 2025 |
Plumbing EngineerWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
D (51%) | E (46%) | Aug 17, 2025 |
Data AnalystAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
D (64%) | E (46%) | Aug 12, 2025 |
Computer ProgrammerThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
E (39%) | D (56%) | Aug 3, 2025 |
NurseThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
E (40%) | F (18%) | Aug 3, 2025 |
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 |