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

Overall Summary- Detailed Fitment Analysis
- Roles & Responsibilities: The candidate has experience in business analysis, stakeholder engagement, and facilitating team operations, which aligns with several of the job's roles and responsibilities. However, there is no direct mention of leading change management initiatives or risk management activities, which are critical aspects of the job description. <br>
- Years of Experience: The resume shows a progression from a Business Development Manager to a Market Research Analyst, indicating a solid range of experience over several years, aligning well with the 4-8 years experience requirement. <br>
- Education Qualification: The candidate holds a Bachelor of Business Administration, not meeting the Master's degree requirement, which results in the lowest score in this category. <br>
- Skills/Knowledge: The candidate demonstrates skills in business analysis, CRM tools, and data-driven decision-making. There is evidence of using JIRA and conducting business analysis, which are relevant to the job. However, specific skills like SQL database management and detailed knowledge of US Mutual Funds are not mentioned. <br>
- Domain/Industry: The candidate has experience in business strategy and sales within various sectors, but there is limited evidence directly relating to the mutual fund or financial services industry, which is a core requirement. <br>
- Key Competencies: The resume highlights strong competencies in areas like stakeholder analysis, communication, leadership, problem-solving, and adaptability, which are highly relevant to the job. <br>
- Certifications: The candidate has conducted IIBA-endorsed workshops and is familiar with Agile methodologies, which suggests a good level of professional certification and training relevant to the job, though specific certifications are not listed. <br>