📊 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 |
|---|---|---|---|
SoftwareThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
E (44%) | E (34%) | Nov 30, 2025 |
Industrial EngineerWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
D (50%) | D (60%) | Nov 28, 2025 |
Customer Success ManagerWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
F (23%) | F (21%) | Nov 25, 2025 |
Website DeveloperAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
C (77%) | C (74%) | Nov 25, 2025 |
Product Marketing ManagerWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
D (55%) | E (36%) | Nov 25, 2025 |
Ai Prompt EngineerAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
G (12%) | F (24%) | Nov 25, 2025 |
Marketing ManagerAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
D (69%) | C (73%) | Nov 25, 2025 |
ManagerWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
D (56%) | D (63%) | Nov 19, 2025 |
Hr SpecialistWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
E (34%) | E (46%) | Nov 19, 2025 |
Aerospace EngineerWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
E (34%) | D (50%) | Nov 19, 2025 |
EngineerAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
D (51%) | F (20%) | Nov 18, 2025 |
Piping EngineerWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
F (18%) | E (44%) | Nov 18, 2025 |
Front End DeveloperAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
E (48%) | E (43%) | Nov 17, 2025 |
Grocery Store ManagerWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
F (23%) | G (13%) | Nov 14, 2025 |
Registered NurseWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
C (70%) | C (71%) | Nov 13, 2025 |
Finance ManagerThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
F (18%) | E (36%) | Nov 5, 2025 |
Software Developement EngineerThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
E (39%) | E (41%) | Oct 31, 2025 |
Software DeveAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
D (63%) | D (51%) | Oct 31, 2025 |
CodingAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
E (41%) | G (12%) | Oct 31, 2025 |
Tax ManagerThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
F (27%) | D (60%) | Oct 29, 2025 |
Real Estate PhotographerWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
F (28%) | E (47%) | Oct 29, 2025 |
Program ManagerAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
D (68%) | D (53%) | Oct 29, 2025 |
Career CounselorAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
D (65%) | D (59%) | Oct 29, 2025 |
Hvac Mechanical EngineerThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
E (40%) | E (40%) | Oct 28, 2025 |
Data AnalysisThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
E (44%) | E (40%) | Oct 27, 2025 |
Software Engineer Cybersecurity EngineerThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
C (75%) | D (69%) | Oct 27, 2025 |
Facility ManagerWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
D (63%) | C (70%) | Oct 27, 2025 |
Procurement ManagerAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
D (58%) | F (29%) | Oct 27, 2025 |
Junior ConsultantWhile 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 (32%) | Oct 25, 2025 |
Risk, Regulatory & ConsultantAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
F (16%) | F (27%) | Oct 25, 2025 |
Financial ConsultantAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
E (48%) | E (36%) | Oct 25, 2025 |
Strategy ConsultantWhile 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 (66%) | Oct 25, 2025 |
Enterprise ArchitectThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
F (22%) | F (27%) | Oct 25, 2025 |
Economic Modeling And AnalysisThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
D (57%) | E (44%) | Oct 25, 2025 |
Risk ManagementWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
D (56%) | D (67%) | Oct 25, 2025 |
Software EngenieerWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
D (60%) | E (47%) | Oct 7, 2025 |
Data EngineerAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
C (70%) | B (89%) | Oct 6, 2025 |
Software DevolopmentAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
E (35%) | D (56%) | Oct 4, 2025 |
Industrial Project And Strategy ManagerAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
F (25%) | E (34%) | Oct 2, 2025 |
Industrial Project ManagerWhile 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 (57%) | Oct 2, 2025 |
Industrial Project EngineerAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
D (50%) | D (58%) | Oct 2, 2025 |
Process Diagrams And Software Engineering CoordinatorAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
C (73%) | C (72%) | Oct 2, 2025 |
Chief Information Security OfficerAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
F (29%) | E (41%) | Oct 2, 2025 |
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 |