Letter of Recommendation (LOR) for Business Analytics: Format, Samples & Writing Tips

Content Curator

LOR for business analytics is an essential document in the admission process of various universities across the world. The writer should include the student’s qualifications and work experience in the letter of recommendation. Generally, the top business analytics universities in the world ask for 2 types of LOR: academic LOR and professional LOR. The main purpose of a LOR is to help the admissions committee assess the student’s eligibility from a third party perspective.

A well-written letter of recommendation increases the chances of acceptance into popular universities. LOR for business analytics should aim to highlight the student’s analytical and management abilities such as team management and leadership. It helps the admissions committee to assess the skills and interests of the applicant and decide whether he is the right fit for the business Analytics program.

Letter of recommendation format

A LOR format for students is generally divided into three sections: introduction, body, conclusion. In case of an LOR for business analytics, it contains the following elements:

Introduction: The recommender should write about their basic details. This includes their profile, work, and their relationship with the applicant. They must also highlight the student’s personality and make it stand out from the rest of their classmates/colleagues.
Body: The body of an LOR for business analytics must contain the highlights of the student’s education/work experience. The recommender should highlight 2 or 3 strengths and skills of the applicant, along with real-life instances to prove them. For a LOR for business analytics, the possible skills to include are:
- Organizational skills
- Communication
- Data analysis
- Problem-solving
- Decision-making
- Computer programming
- Statistics
- Data collection
After the skills and strengths, the recommendation must also include one area of improvement. Again, the recommender must add a real example of an instance where the candidate’s weakness was prominent. They must talk about how the candidate is working on improving themselves.
Conclusion: To conclude the letter, the recommender should summarize their observations about the candidate’s skills. They can talk about why the university should enroll him in their course.

LOR for Business Analytics: Bachelors

Top universities in the world demand at least 2 or 3 LORs for admission to bachelor’s in business analytics programs. The letters of recommendation must highlight the given points for the candidate to stand out in their application process:

High school performance
Extracurricular performance
Skills in computer science
Skills in mathematics
Technical skills
Analytical skills
Communication skills
Student’s character in general
How does the candidate stand out from the rest?
Why do you think he should be selected?

LOR for Business Analytics: For Master’s Program

Applications for master’s in business analytics in Australia, Canada, UK, etc. often need both professional and academic LORs. Students need bachelor’s degrees in mathematics, computer science, statistics, management or any other related field. The LOR for business analytics in a master’s program will need the following points to include:

Student’s performance in bachelor’s course
Business skills
Analytical skills
Knowledge in mathematics and statistics
Communication and interpersonal skills
Professional experience (if any)
Character of the student in general

LOR Sample: Academic LOR for Business Analytics

Following the above-mentioned format and guidelines, here is a sample LOR for business analytics. This sample follows the requirements of an academic LOR. This LOR is written for a candidate “Harsh'' wishing to pursue Masters in Business Analytics from University of Alberta, Canada.

I would like to take this opportunity to write a letter of recommendation for Mr. Harsh. He is applying for the Master’s in Business Analytics program at your esteemed university. I have had the pleasure of knowing Harsh for three years as a student in the University of Delhi. Furthermore, I can confidently say that Harsh has a keen interest as well as skill set in the field of business and management. My insights into Harsh’s character and his performance as a student will help the admission committee to carry the process forward.

Harsh is an excellent student. In all his three years of college, he was always consistent with his grades. Not only that, but he was also awarded with all-rounder performance awards for 3 consequent semesters. I have always seen Harsh participating in quizzes, events, and other extracurricular activities. But, he never let his participation disturb his academic performance. His balance between academics and extracurriculars has helped him achieve a GPA score of 9.4 out of 10.

Apart from academics, Harsh possesses great leadership qualities. For instance, he served as the president of the economics society of our college for 2 years. Throughout his tenure, Harsh never let any student’s hard work go unnoticed. He always gave everyone their due credit for their contribution to society. Harsh also launched an annual economics quiz competition in the college. He was responsible for drafting the quiz questions himself.

Harsh has an interest in computers as well. He possesses great knowledge in computer programming and different software programs. For example, I remember him creating a well-designed presentation for his management project in class. He also participated in the annual computer science Olympiad and achieved the first rank in the regional round. This opened up many academic opportunities for him. Harsh received various computer science scholarship offers from major institutes. Harsh likes to learn new things about every upcoming app or software. Not only that, but he tries to learn how to work with these applications as well.

Even though Harsh has a countless amount of skills and strengths, he often falls short to failure. Whenever he does not achieve his desired goal, he often starts criticizing himself. I have often tried to speak to him about this issue, and tried to make him see how failure is not a permanent setback for him. We took various counseling sessions with him to help him overcome this fear. Over the course of his last semester, we saw a good amount of improvement in his behavior. Failure still bothers him, but not as much as it used to before. I am sure he will get over his fear soon.

Harsh has a strong sense of rational thinking, and I am sure he is working on his skills to bring his best to the table. Enrolling in the business analytics course will help him put his skills to the best use. He is one of the most deserving students to enter your program, as he has the right aptitude and skills for it. If you have any further questions about him, you can always contact me.

LOR Sample: Professional LOR for Business Analytics

This sample follows the requirements of a professional LOR for the same candidate “Harsh'' wishing to pursue Masters in Business Analytics from University of Alberta, Canada.

With immense pleasure and happiness, I am writing this letter of recommendation for Mr. Harsh Singh. He is applying for a Master's in business analytics at your esteemed university. I first got to know Harsh when he joined Tata Consultancy Services in 2021 as an intern. Throughout his tenure as an intern, Harsh showed a great level of professionalism and dedication towards his work. He worked under my guidance, and my observations about his personality will help the committee to carry the admission process ahead.

First, Harsh is an extremely hard-working individual. His dedication and focus towards his work is exceptional. In a team of 30 individuals, Harsh became one of the best performers in only a time span of 2 months. He believes in giving his best into whatever work he takes up. Harsh has an enthusiastic work ethic, as he always works on his projects without letting pressure affect him. To take an example, Harsh recently led a very valuable project with an important client in the company. Despite knowing that the client was very important to us, he was very calm and happy to work on the project and its presentations. Even our valuable client was surprised to see such motivation and professionalism in such a young individual.

Moving ahead, Harsh knows how to communicate and interact with people. He molds himself as per the person he is speaking to. Harsh believes in making the person in front of him comfortable and not conscious about themselves. He engages well with his colleagues, even his seniors, with utmost respect and confidence. During our team projects, Harsh always took the lead to speak with the clients and create a sense of understanding among the team members.

Harsh is also well-equipped with a business-oriented attitude. The reason why he became a fast learner was due to the fact that he has strong analytical skills. His keen interest and knowledge in the subject made him an extraordinary employee at our organization. During his one year of employment, Harsh introduced some minute logistical changes in our business projects. Even though the changes were minor, they helped us prevent losses worth lakhs of rupees. His understanding of the industry trends helped him manage some of the most important projects during his tenure. We even recognized him with the “Spotlight” award as he became our most efficient employee.

Even though Harsh has been an excellent employee, his perfectionist nature often creates a hurdle for him. Since he is so detail oriented and believes in making things as perfect as they can be, Harsh often ends up spending too much time on a single project. This not only ends up wasting his time, but also drains his energy. As a mentor, I took many one-on-one sessions with him to make him understand his issue. I must say, he showed a good amount of improvement before he left our organization.

Pursuing master’s in business analytics will help Harsh polish his inherent business skills and put them to the best use. He stood out from the rest of our employees because his skills and his personality are not limited. If you have any further questions about Harsh, you can always feel free to reach out to me.

LOR for Business Analytics: Writing Tips

LORs are written by people who know the applicant well, such as teachers, employers, or mentors. These letters are important documents and play a significant role in the application process. Some of the most important tips to remember while writing an LOR are as follows:

An LOR must be written only when you know the person, or you have worked with them very closely. For instance, if you are writing a recommendation for your student, you will include minor details to their performance to make them stand out.
An LOR should not be just about praises. It is important to highlight a weakness or two as well. This makes the candidate’s personality look authentic and grounded.
While an LOR talks about the student’s personality traits, it is important to highlight professional qualities as well. Examples of practical implementations of these skills are a plus point.
LORs must create a general idea about the candidate’s personality, along with their professional and academic background. The letter should not be flat with just qualifications. It is important to maintain a balance between the two.
The tone of the letter should be informative and formal. A professional tone often impresses the admissions committee.

Almost every university abroad requires 2 or 3 letters of recommendation. To submit a LOR in universities abroad, one must always check with the admissions guidelines, as the processes may vary for different universities.

FAQs

Q1. How should I write a good LOR for business analytics?

An impressive LOR for business analytics must contain highlights about the candidate’s qualifications and skills. The skills should be related to the subject. To support these skills, you must include real instances where the candidate has demonstrated those skills.

Q2. What should an academic LOR for business analytics contain?

An academic letter of recommendation for business analytics should include the educational background of the candidate. It should be related to the field of business analytics. It should also mention the assignments the individual has completed during his education period. It must be written by the candidate’s professors or teachers who have supervised them.

Q3. How should an introduction of an LOR for business analytics be written?

The introduction of any LOR should include your basic details, your relationship with the student and any other relevant information. Try to give a brief about what you are going to describe in the letter ahead.