Which points should my academic and professional recommendation letters cover for an MS in Computer Science?
An academic LOR for an MS in Computer Science should cover subject performance, research, problem-solving, leadership in academics, engagement, handling complex coursework and passion for the field. A professional LOR should cover work ethic, collaboration, technical proficiency, project management, real-world contributions, critical thinking and communication.
A strong letter of recommendation is crucial for your MS in Computer Science application, whether it is academic or professional. The two types should focus on different strengths, so brief your recommenders accordingly.
Seven Key Factors for Each Type
| For an academic LOR | For a professional LOR |
|---|---|
| Performance in key subjects and technical skills | Work ethic, dedication and professional reliability |
| Research experience and intellectual curiosity | Collaboration and ability to work in cross-functional teams |
| Problem-solving abilities and critical thinking | Technical proficiency in relevant programming languages and tools |
| Leadership and initiative in academic settings | Project management and leadership in the workplace |
| Engagement in academic activities and extra-curricular projects | Contribution to real-world projects or innovations |
| Ability to handle complex assignments and coursework | Problem-solving skills and critical thinking in professional settings |
| Passion for the subject and future career goals | Communication skills and professional demeanor |
How to Use This Table
- Ask an academic recommender to focus on the left column and a professional recommender on the right.
- Share your resume and project list so each writer can give specific examples.
- Avoid repeating the same points across letters.
My Advice
Give each recommender a short brief with the points above and two or three examples you want highlighted. Check each university's official page for how many letters and which types it expects.
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