What Reviewers Look For in the MS Business Analytics — Application Essays
This rubric reviews the exact application questions and answers you provide, with attention to career direction, technical preparation, reasons for the degree, business impact, program fit, and collaboration. It also looks for clear, concise answers that address each question on its own terms and follow any word or character limit stated in that question.
What We Check
Whether the set names where the applicant is going in terms a hiring market would recognise and says what makes now the moment to go.
Whether the technical preparation the set claims is shown as used rather than listed.
Whether the set says what this degree closes that the applicant's alternatives would not.
Whether the work the set describes changed something a business could point to and whether the applicant's own part in it is visible.
Whether the set names what this program actually has and ties it to the direction the applicant states.
Whether the set shows what the applicant would be like to work beside, using something they have already done.
Whether each answer does the job its own question asks and whether material that appears in more than one answer does different work the second time.
Mistakes We Flag
- A vague career goal
- Saying you want to be a leader or make an impact is not enough on its own. Name the role or function you want and the type of employer or organization where it fits.
- Listing tools without showing their use
- A list of Python, SQL, dashboards, or other tools does not show how you applied them. Include an example of a problem a tool or method helped you address and what resulted.
- A generic reason for the degree
- Reasons such as advancing your career or gaining knowledge could fit many programs. Explain the specific capability you need and why this degree or track is the right route.
- Describing duties without an outcome
- Cleaning data or building visualizations explains what you did, but not why it mattered. Show who used the work, what decision or change followed, and your own role.
- Using the same story in every answer
- Repeated details can take space away from other evidence about your preparation and goals. Use each answer to do the distinct job its question asks.
How this rubric reads your essay
- Built from published reader guidance — the sources are listed below.
- Scored per section against defined criteria, not general impressions.
- Calibrated for consistent scoring, so a better draft shows up in the score.
References
Frequently Asked Questions
Do I need full-time work experience to write a strong business-impact example?
No. Coursework, capstone projects, and internships can show business impact as well as employment. Focus on the decision or result, who acted on the work, and your own contribution.
Should I include rankings, reputation, or location in a program-fit answer?
Program fit should focus on a specific program element, such as a course, practicum, capstone, track, center, or club, and explain how it serves your stated direction.
Can I use the same answer for different schools?
Check every school, program, and track name against the question above it. A reference to another school or a reused answer that does not fit the supplied question is a problem.
How long should each answer be?
Follow the word or character limit stated in that specific question. If the question gives no limit, do not assume a fixed length; keep the answer concise while completing the work the question asks for.
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