Scoring Format:
1. Roles & Responsibilities: 6/10
2. Years of Experience: 8/10
3. Education Qualification: 0/10
4. Skills/Knowledge: 8/10
5. Domain/Industry: 0/10
6. Key Competencies: 8/10

Descriptive Analysis:
Overall Summary:
- The candidate's resume aligns well with the job requirements in terms of roles and responsibilities, years of experience, skills/knowledge, and key competencies. However, there is no information provided regarding the candidate's education qualification and domain/industry knowledge.

Roles & Responsibilities:
- The candidate's resume demonstrates experience in leading the design and implementation of cloud platform infrastructure on AWS, monitoring and performance tuning of data platform ecosystem, and developing and implementing advanced instrumentation for metrics analysis. This aligns well with the job requirements and shows a strong understanding of the responsibilities.

Years of Experience:
- The candidate has a total professional experience of 16 years, with 7 years of relevant experience in AWS Cloud and Automation and DevOps. This meets the minimum requirement of 5 years of hands-on experience in AWS Cloud operations.

Education Qualification:
- No details regarding the candidate's education qualification are provided in the resume. Therefore, the score for this requirement is 0/10.

Skills/Knowledge:
- The candidate's resume mentions proficiency in various AWS services such as EC2, S3, RDS, Lambda, VPC, EBS, CloudWatch, IAM, Ansible, Docker, Jenkins, and more. They also have experience with Terraform, Git, Python, and Linux. These skills align well with the primary skills required for the job.

Domain/Industry:
- There is no information provided regarding the candidate's knowledge of the domain/industry. Therefore, the score for this requirement is 0/10.

Key Competencies:
- The candidate's resume showcases technical leadership, AWS expertise, infrastructure design and implementation, performance tuning, capacity planning, configuration management, troubleshooting, documentation, collaboration, and staying updated with cloud technology advancements. These competencies align well with the job requirements.

Overall, the candidate's resume demonstrates a strong fitment to the job requirements in terms of roles and responsibilities, years of experience, skills/knowledge, and key competencies. However, there is a lack of information regarding the candidate's education qualification and domain/industry knowledge.