📊 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 |
|---|---|---|---|
Construction 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 (34%) | E (34%) | Feb 15, 2026 |
Integration EngineerWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
F (28%) | G (14%) | Feb 8, 2026 |
Systems EngineerAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
D (64%) | C (79%) | Feb 8, 2026 |
Hardware EngineerAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
E (40%) | E (36%) | Feb 8, 2026 |
Supply Chain ManagerAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
E (44%) | E (40%) | Feb 8, 2026 |
Cnc ProgrammerWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
D (52%) | D (56%) | Feb 8, 2026 |
System AnalystWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
E (36%) | E (43%) | Feb 8, 2026 |
Cybersecurity AnalystWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
D (58%) | D (61%) | Feb 7, 2026 |
Management EngineerThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
E (43%) | E (37%) | Feb 7, 2026 |
Aml AnalystThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
E (32%) | E (38%) | Feb 6, 2026 |
Fiu AnalystWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
E (49%) | C (72%) | Feb 6, 2026 |
Mecanical EngineerWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
B (83%) | D (56%) | Feb 6, 2026 |
Key Account ManagerAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
F (17%) | F (20%) | Jan 20, 2026 |
Software DevThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
C (79%) | C (78%) | Jan 19, 2026 |
Sales EngineerWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
F (23%) | E (40%) | Jan 19, 2026 |
Ai Solution ArchitectAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
E (47%) | D (55%) | Jan 19, 2026 |
Business LawyerAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
D (63%) | E (46%) | Jan 14, 2026 |
Senior Data EngineerThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
D (65%) | D (56%) | Jan 12, 2026 |
Delay AnalystAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
C (74%) | C (79%) | Jan 9, 2026 |
Software TestersAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
E (49%) | E (41%) | Jan 9, 2026 |
Industrical ManagerThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
G (14%) | E (34%) | Jan 8, 2026 |
Speech Language PathologistWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
E (44%) | E (30%) | Jan 7, 2026 |
It AuditorWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
D (59%) | D (63%) | Jan 4, 2026 |
System EngineerAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
D (58%) | D (65%) | Jan 3, 2026 |
It SupportAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
E (40%) | E (47%) | Dec 28, 2025 |
Operation ManagerThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
D (50%) | D (61%) | Dec 24, 2025 |
Eu Proyect ManagerThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
E (34%) | E (36%) | Dec 21, 2025 |
Ai Ethics AnalystThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
D (53%) | E (38%) | Dec 21, 2025 |
Rev Ops ManagerThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
D (54%) | C (72%) | Dec 10, 2025 |
Enterprise Risk ManagementThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
D (58%) | F (26%) | Dec 6, 2025 |
Director Of 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 (55%) | D (66%) | Dec 6, 2025 |
Tax SpecialistThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
E (46%) | E (37%) | Dec 5, 2025 |
Generator Senior Consulting EngineerAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
E (47%) | E (49%) | Dec 4, 2025 |
Power Generation Generator Senior Consulting EngineerThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
E (42%) | D (50%) | Dec 4, 2025 |
Senior Consulting EngineerWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
E (46%) | E (35%) | Dec 4, 2025 |
Sap ConsultantThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
F (18%) | G (11%) | Dec 3, 2025 |
Fullstack Web DeveloperThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
D (66%) | D (60%) | Dec 3, 2025 |
Backend EngineerAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
E (35%) | E (39%) | Dec 3, 2025 |
Business AnalystWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
E (45%) | E (36%) | Dec 3, 2025 |
It TeacherAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
C (71%) | C (78%) | Dec 2, 2025 |
Ai Software EngineerWhile some tasks in this field could be automated, the need for human judgment and expertise ensures continued relevance in the job market. |
F (25%) | G (12%) | Dec 2, 2025 |
HardwareAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
E (32%) | F (26%) | Dec 1, 2025 |
ConsultantThis role shows moderate susceptibility to AI automation, particularly in routine tasks. However, human creativity and interpersonal skills remain valuable. |
C (74%) | D (59%) | Dec 1, 2025 |
Account 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%) | D (57%) | Dec 1, 2025 |
System AdministratorAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
D (58%) | E (48%) | Dec 1, 2025 |
Erp ConsultantAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
E (33%) | E (47%) | Dec 1, 2025 |
Financial AnalysisAI technology may impact certain aspects of this position, but complex problem-solving and strategic thinking provide protection against full automation. |
D (56%) | E (30%) | Dec 1, 2025 |
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 |