Exam outline update: Alibaba Cloud Large Language Model Engineer - ACA Certification
Dear Alibaba Cloud certification candidates,
The exam outline for the Alibaba Cloud Large Language Model Engineer - ACA certification has been updated. This update revises the exam topics and the score weighting of each module. The main changes are as follows.
Previous exam topics | Previous weighting | New exam topics | New weighting |
Large language model concepts | 18% | Large language model concepts | 18% |
Prompt engineering | 20% | Prompt engineering | 20% |
Enhancing large language model applications | 20% | Enhancing large language model applications | 22% |
Large language model fine-tuning | 14% | Large language model fine-tuning | 12% |
Large language model security and compliance | 12% | Large language model agent | 16% |
Large language model agent | 10% | Large language model security and compliance | 12% |
Multimodal large language model | 6% | - | - |
The Alibaba Cloud Certification Team
June 15, 2026