Texas McCombs Sample Essays and Recommendation Letters

Free Samples from Past Clients

Texas McCombs Application Essays 2023-24-

Each program requires multiple written essays to gauge your interest and abilities for admission. If you are planning on applying to more than one MS program, please refer to those program-specific pages to look at the prompts required for each one. Below are the MSBA program-specific essay questions.

  1. Why is the MSBA program the next logical step for you? How do you hope to develop, both personally and professionally, during this one-year program? (Required – 500 words maximum)
  2. Imagine that you are in a job interview. The interviewer asks you to describe a time that you have had to solve a problem, and what the results were. How would you answer? (Required – 500 words maximum)
  3. Please provide any additional information that you believe is important and/or will address any areas of concern that the Admissions Committee may encounter when considering your application. (Optional – 500 words maximum)

Texas McCombs Winning Sample Essays-1

  1. Why is the MSBA program the next logical step for you? How do you hope to develop, both personally and professionally, during this one-year program? (500 words maximum)

The MSBA program at Texas McCombs represents the next logical step in my journey to merge my technical expertise with advanced analytical skills to drive strategic business decisions. As a seasoned Senior Software Engineer passionate about leveraging data analytics to optimize business processes, I need to deepen my understanding of analytics methodologies and their applications in real-world scenarios. 

This program offers a unique opportunity to bridge the gap between my technical background and my aspirations in business analytics, providing me with the necessary skills and knowledge to excel in this dynamic field.

Professionally, I aim to broaden my analytical toolkit and refine my problem-solving abilities through hands-on experience and rigorous coursework. The MSBA program’s curriculum, which combines foundational statistics and machine learning courses with advanced predictive modeling and data visualization electives, will equip me with the quantitative skills required to extract actionable insights from complex datasets. Additionally, the program’s emphasis on practical applications through case studies and industry projects will give me valuable exposure to real-world challenges and solutions, enhancing my ability to tackle complex business problems.

Moreover, I see the MSBA program as an opportunity for personal growth and development. Immersing myself in a diverse and collaborative learning environment will allow me to expand my perspectives and build strong relationships with peers and faculty members. I am particularly excited about the opportunity to engage in team-based projects and experiential learning opportunities, which will enhance my interpersonal skills and foster a spirit of innovation and creativity. 

Additionally, I look forward to participating in networking events and workshops offered by the McCombs School of Business, where I can connect with industry professionals and explore potential career opportunities in business analytics.

During this one-year program, I plan to become a well-rounded business analytics professional who can leverage data-driven insights to drive strategic decision-making and business growth. By combining theoretical knowledge with practical experience, I aim to develop a versatile skill set that will enable me to excel in various roles within the analytics domain, from consulting to product management. Furthermore, I aspire to become a thought leader in the field, contributing to advancements in analytics methodologies and their applications across industries.

The MSBA program at Texas McCombs represents a pivotal step in my career journey. It allows me to deepen my analytical skills, expand my professional network, and unlock new opportunities for personal and professional growth. I am excited about the prospect of joining the vibrant McCombs community and am confident that this program will empower me to achieve my goals and make a meaningful impact in the field of business analytics.

2. Imagine that you are in a job interview. The interviewer asks you to describe a time that you had to solve a problem and what the results were. How would you answer? (500 words maximum)

During my tenure as a Senior Software Engineer at GeekyAnts, I encountered a significant challenge when tasked with leading the development of a white-label cloud platform for a high-profile client. The client, a prominent player in the digital marketplace, required a scalable and flexible cloud solution that could integrate with various e-commerce functionalities, including a sophisticated print-on-demand feature. This project presented a multifaceted problem requiring strategic planning, innovative thinking, and effective execution to achieve successful outcomes.

The first step in solving this problem was to conduct a comprehensive analysis of the client’s requirements and business objectives. I led my team in conducting stakeholder meetings and gathering feedback to understand the client’s needs thoroughly. This involved delving deep into the technical specifications and understanding the intricacies of the e-commerce industry to ensure that our solution would meet the client’s expectations.

Once we understood the project scope clearly, we faced the challenge of designing a scalable and modular architecture that could accommodate the client’s diverse requirements. Drawing upon my technical expertise and experience in system design, I proposed a solution that involved breaking the project into smaller, manageable components or modules. This approach allowed us to develop and test each module independently, reducing the risk of errors and streamlining the development process.

One of the project’s most critical aspects was implementing the print-on-demand feature, which required high customization and real-time visualization capabilities. To address this challenge, I led a team of developers designing and implementing a dynamic product customization tool using advanced JavaScript and HTML5 technologies. This tool allowed users to visualize their customizations directly on the product image, enhancing the user experience and reducing errors in order processing.

Throughout the development process, I encountered various obstacles and setbacks, ranging from technical challenges to shifting client priorities. However, I remained resilient and adaptable, continuously reassessing our approach and making necessary adjustments to keep the project on track. I fostered open communication and collaboration within the team, encouraging creativity and innovation to overcome obstacles and find creative solutions to complex problems.

The results of our efforts were truly transformative for our client and our team. The white-label cloud platform we developed met and exceeded the client’s expectations, enabling them to streamline their e-commerce operations and improve customer satisfaction. The print-on-demand feature, in particular, was hailed as a game-changer, leading to a significant increase in sales and revenue for the client.

Moreover, the success of this project bolstered our team’s confidence and strengthened our reputation within the organization. It served as a testament to our ability to tackle complex challenges and deliver innovative solutions that drive business growth. 

On a personal level, it was a rewarding experience that reaffirmed my passion for leveraging technology to solve real-world problems and inspired me to pursue further opportunities in business analytics, where I can continue to make a meaningful impact through data-driven insights and strategic decision-making.

3. Please provide any additional information that you believe is important and/or will address any areas of concern that the Admissions Committee may encounter when considering your application. (Optional – 500 words maximum)-

Throughout my career, I have consistently sought to broaden my skill set and contribute meaningfully to every organization I have been part of. While my background as a Senior Software Engineer might raise questions about my transition into business analytics, I am eager to address any concerns the Admissions Committee may have regarding my candidacy for the Texas McCombs Business Analytics program.

Though my career has primarily been in software development, I have actively pursued opportunities to gain expertise in business analytics. This includes completing online courses and certifications in data analytics, machine learning, and predictive modeling. These efforts have given me a solid foundation in analytical techniques and methodologies. Additionally, I have engaged in self-directed learning and research projects to deepen further my understanding of analytics concepts and their practical applications.

My professional experience has equipped me with several transferable skills crucial for success in business analytics. Leading complex projects has honed my leadership, communication, and problem-solving abilities, all of which are essential for managing analytics projects and collaborating with cross-functional teams. My experience with diverse stakeholders and adapting to dynamic business requirements positions me well to excel in the fast-paced world of business analytics.

Moreover, my decision to pivot to business analytics is driven by a genuine passion for harnessing data-driven insights to inform strategic decisions and drive business growth. I am excited about the prospect of applying my technical background and analytical skills to tackle complex business challenges and uncover new opportunities for innovation.

In conclusion, while my background may seem focused on software development, the skills and knowledge I have acquired are highly relevant to business analytics. I am confident that my proactive learning approach, diverse skill set, and genuine enthusiasm for analytics make me a strong candidate for the Texas McCombs Business Analytics program. I am eager to contribute to the McCombs community and fully leverage the learning and growth opportunities the program offers.


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Texas McCombs Winning Sample Essays-2

  1. Why is the MSBA program the next logical step for you? How do you hope to develop personally and professionally during this one-year program? (500 words maximum)

Enrolling in the Business Analytics program at Texas McCombs represents a climactic step in my professional journey. Having honed my skills in sales and marketing within the challenging environments of Unilever Pakistan, I am poised to expand my expertise into business analytics. This program offers a rigorous academic framework and practical exposure to transition from traditional business roles into more analytically-driven positions.

Professionally, the MSBA program will equip me with advanced analytical tools and methodologies necessary to dissect complex business data, enabling me to uncover insights that drive strategic decisions. My role at Unilever often involved leveraging data for operational improvements and market strategies; however, the depth of analytics required in today’s data-centric world necessitates a stronger foundation in predictive analytics, machine learning, and data management strategies—skills meticulously covered in this program.

I am eager to develop in a vibrant academic setting among like-minded peers who are equally driven to excel in business analytics. The collaborative environment at McCombs, combined with access to industry leaders and cutting-edge research, will enhance my learning experience. Hence, I anticipate this program will sharpen my quantitative and technical skills and refine my leadership and communication abilities, preparing me for senior roles where I can influence significant business transformations.

Moreover, Texas McCombs offers a unique blend of academic rigor and practical application. Courses like “Advanced Predictive Modeling” and “Data Science and Visualization” will provide me with the technical prowess to tackle complex business problems. Additionally, the program’s emphasis on experiential learning through industry projects and internships will allow me to apply theoretical knowledge in real-world scenarios, thus bridging the gap between classroom learning and practical application.

Personally, I believe that the MSBA program will be an opportunity for tremendous growth. Engaging with diverse cohorts and faculty will broaden my perspective on global business challenges and innovative solutions. The program’s focus on teamwork and collaboration will enhance my interpersonal skills, which are crucial for leading multidisciplinary teams in the future. Furthermore, being part of the Texas McCombs community will help me build a global network of professionals and alumni, providing invaluable support and opportunities throughout my career.

In summary, the MSBA program at Texas McCombs is the next logical step in my career because it aligns perfectly with my professional aspirations and personal growth objectives. By acquiring advanced analytical skills and exposure to innovative business practices, I will be well-equipped to transition into a strategic, analytics-driven role. I look forward to contributing to and benefiting from the dynamic and collaborative environment at McCombs, ultimately advancing my career and making a meaningful impact in the business world.

2. Imagine that you are in a job interview. The interviewer asks you to describe a time you had to solve a problem and the results. How would you answer? (500 words maximum)

One significant challenge I faced was during my tenure at Unilever Pakistan, where I managed “Project Khud Mukhtar,” which aimed to empower underprivileged women by integrating them into our workforce. The project faced substantial resistance due to entrenched cultural norms and logistical challenges in recruiting and training women in rural areas.

To address these issues, I implemented a multifaceted strategy that included community engagement sessions to educate local populations about the benefits of female employment, partnerships with local NGOs for effective outreach and support, and developing tailored training programs that considered our female employees’ unique needs and constraints.

First, I organized community engagement sessions in rural areas to address the cultural resistance head-on. These sessions involved local leaders and influential community members discussing the benefits of female employment for women and the entire community. By gaining their support, we created a more welcoming environment for women entering the workforce.

Next, I partnered with local NGOs to enhance our outreach efforts. These NGOs deeply understood the local context and were instrumental in identifying potential candidates and providing the necessary support to these women. This partnership also helped design culturally sensitive training programs and addressed the specific challenges faced by women in these communities.

We developed comprehensive training programs tailored to the needs of these women. These programs included technical skills training, soft skills development, and awareness sessions on workplace rights and safety. We also ensured that the training schedules were flexible to accommodate the women’s domestic responsibilities.

The results were transformative. Throughout the project, we successfully recruited and trained over 50 women, many of whom were entering the workforce for the first time. This initiative boosted local economies and served as a model for corporate social responsibility within the region, significantly improving Unilever’s brand image and community relations. Furthermore, the project led to measurable productivity and morale improvements as diverse teams contributed new perspectives and ideas.

The success of “Project Khud Mukhtar” was a testament to what can be achieved with determination, the right strategies, and support. This experience taught me the importance of understanding and addressing cultural contexts, the value of partnerships, and the need for comprehensive and tailored solutions when solving complex problems. It also reinforced my belief in the power of corporate initiatives to drive significant societal change, a principle I continue to champion in my professional career.

3. Please provide any additional information that you believe is important and/or will address any areas of concern that the Admissions Committee may encounter when considering your application. (Optional – 500 words maximum)

While my professional background in sales and marketing has afforded me numerous opportunities to utilize data in decision-making processes, my direct experience with advanced statistical tools and programming languages may appear limited. However, I have actively sought to bridge this gap through self-study and formal training in data analytics tools such as Python and Tableau, complementing my substantial practical experience with a growing technical skill set.

Throughout my career, I have consistently demonstrated the ability to quickly learn and adapt to new technologies and methodologies, a trait critical for success in business analytics. My tenure at Unilever involved leveraging basic data analytics to inform marketing strategies and improve operational efficiency. I realized the growing importance of data-driven decision-making in today’s business environment, which led me to pursue further knowledge in this field.

At Texas McCombs, I am committed to fully engaging with rigorous coursework and collaborative projects to enhance my understanding and contribute to the learning environment. I plan to fully utilize the program’s resources, such as the state-of-the-art data analytics lab and the mentorship opportunities with industry experts. This proactive approach will ensure I gain technical proficiency to complement my strategic business acumen.

My unique perspective, combining extensive ground-level business operations experience with a keen interest in data-driven decision-making, will add valuable diversity to the McCombs community. With my peers, I am eager to share my insights into how analytics can be practically applied in various business contexts, particularly in emerging markets. The collaborative nature of the MSBA program will allow me to learn from other’s experiences and apply this collective knowledge to real-world business challenges.

Additionally, my background in managing large-scale projects with significant social impact demonstrates my ability to lead and execute initiatives that drive both business and societal benefits. At McCombs, I aim to refine these leadership skills further, focusing on integrating advanced analytics into strategic decision-making processes to drive sustainable business growth.

In conclusion, my application may reveal limited formal training in advanced analytics. Still, my dedication to bridging this gap through continuous learning and my practical experience in applying data-driven strategies underscore my potential to succeed in the MSBA program. I am excited about the opportunity to enhance my skills at Texas McCombs and contribute to its dynamic and innovative learning environment.

Client Testimonials

Texas McCombs MSBA Recommendation Letters

Each program requires multiple letters of recommendation. MSBA requires two (2) letters of recommendation.

Letters should come from either professors or professionals with whom you have worked.

One (1) letter should come from a professor or academic connection at minimum.

If you have completed your undergraduate degree more than three years ago, it may be appropriate to have your letters come exclusively from professional recommendations. Reach out to our admissions team if you have questions.
Please do not submit personal/family recommendations.

MSBA Recommendation Letters
(Free Samples & successful Examples)

Professor - Recommendation letter Sample 1

Date: 23 September 2023

Admissions Committee
Ms in Business Analytics Program
UC Davis

Subject: “Recommendation Letter for Akhila Mohan”

Dear Members of the Admissions Committee,

I am pleased to write this letter of recommendation for my former student, Akhila Mohan, who is applying for the Master’s in Business Analytics program at UC Davis. As her professor at COMSATS, where she pursued her Bachelor of Business Administration degree, I had the privilege of observing her brilliant academic and professional journey, which is punctuated with outstanding achievements. I am thrilled to support her application, as she possesses a unique blend of skills and qualities that make her an outstanding candidate for this program.

Academic Excellence and Analytical Skills

During her time at COMSATS, Akhila’s commitment to academic excellence was evident as she consistently ranked in the top 1% of her class and achieved remarkable results across all campuses. Her dedication to her studies and her exceptional intellect were further reflected in the numerous merit scholarships and medals she secured. She was an active leader in class discussions, curious and engaged, and consistently provided insightful contributions to diverse topics.

Initiative and Practical Application

Akhila’s interest in studying economic disparity within socioeconomic groups in Pakistan led her to survey women in underserved areas in her community. Using her research, she developed and implemented a financial literacy program to improve the livelihoods of economically disenfranchised women by imparting crucial money management knowledge and skills to enable their financial autonomy. This project showcases her ability to apply theoretical concepts to real-world problems, a critical skill in business analytics.

Leadership and Multitasking Abilities

Throughout her academic tenure, Akhila demonstrated a remarkable ability to balance a multitude of responsibilities while excelling in every endeavor, both within and beyond the classroom. Her multitasking prowess is evident in her successful completion of five internships while maintaining exceptional grades, and notably her involvement with AIESEC, which showcased her dedication to global awareness for SDGs and cross-cultural exchange. Through her leadership in promoting student exchange programs, she facilitated transformative experiences for over 100 individuals through international exchanges and professional internships.


In summary, Akhila possesses a rare combination of academic brilliance, practical problem-solving skills, and leadership qualities. I am confident that she will excel in the Master’s in Business Analytics program at UC Davis and make significant contributions to both the program and the broader field. I highly recommend her as an exceptional candidate.


[Recommender’s Name]
[Recommender’s Title]
[Institution Name]


Admissions Committee,
XXX University,

Date: 21 December 2022

Subject: Letter of Recommendation for Pranav

I have known Pranav for over two years now. He was a student in my Entrepreneurship course as part of his Minor in Entrepreneurship and Management. As a student in my class, Pranav showed great skill in applying these concepts in practical in-class quizzes, his final group business pitch at the end of the course, and his professional activities at UBS. Pranav also achieved remarkable performance in my course, earning the highest grade possible of A+.

Pranav stood out to me during the final project for the course evaluation. As a major assessment, I assign a project for students to work in groups and pitch a viable, self-sustaining business idea. Pranav took the initiative to create a multicultural and diverse team with students from different countries and majors, successfully delivering a business pitch for a student-run laundry and cleaning business. The idea was unique, and he actively sought my advice and mentorship to make the team and project successful.

Another noteworthy aspect is the analytical research Pranav conducted before and after seeking my advice. He made a concerted effort to learn about diverse topics he had not previously encountered and was able to grasp different aspects of entrepreneurship, such as management and finance. This demonstrated his goal-oriented and detail-oriented abilities. The idea, data-oriented research, and financial analysis were impressive, synthesized and executed effectively on assigned tasks. Additionally, the real-world considerations regarding the execution of the pitch and the cohesive delivery from a team collaboration perspective were excellent.

I was so impressed with the project that I asked Pranav if I could include the pitch and presentation as teaching material for my course. I also offered him a Research Assistant position for the following summer, which he was unable to accept due to his graduation.

Given his analytical skills and collaborative approach, it was no surprise to me that Pranav was able to transition into finance directly from his undergraduate studies in engineering, securing a role in finance with UBS in their Investment Banking Operations in Hong Kong.

In terms of areas for improvement, I believe Pranav’s analytical nature and attention to detail can sometimes lead him to get caught up in minutiae, affecting his time management. In the group project, Pranav struggled with time management and was a week behind schedule because he gave equal attention to all the details of the presentation, losing track of the bigger picture. With my guidance, he was able to get back on track and submitted the project by the deadline. However, I believe Pranav needs to develop a better overall view of projects to improve his time management.

Pranav is just beginning his financial career, but he already possesses analytical skills and an understanding of management, teamwork, and other organizational elements comparable to other top students I have recommended to Master’s programs. Pranav’s progress at CityU and UBS clearly demonstrates his intellect and dedication. He is capable and has a keen intellectual capacity for analytical thinking. I believe Pranav is on track to build a successful career that blends his quantitative inclinations with his qualitative skills, inspiring those he will lead and work with.

To conclude, I strongly recommend Pranav, and I would be happy to discuss his candidacy further if you have additional questions.




XX university

Here is a quick PDF of a sample recommendation our client submitted for a successful admit. 

Ut Austin Recommendation Letter Page 0001 - MSBA LOR Sample - Template - Ameerkhatri.com

How long and in what capacity have you known the candidate?

I have known Pranav for roughly one and a half years. I was his mentor during his internship with UBS. Although he completed his internship and has moved on, we still continue to keep in touch to exchange different business ideas.

What do you think about the candidate’s professional performance and potential (including any room for improvement)?

When Pranav started his internship with UBS, he was one of the most proactive interns. Since he didn’t have a finance background, he showed keen interest in learning and came up the curve very quickly. 

The team assigned him Automation and Efficiency-related projects, and while working in the automation team he managed to stand out from other interns by providing solutions that were slightly outside of the box and impressed everyone on the team. 

For instance, he met with various team leads to understand their automation requirements and one team lead expressed her frustration with the manual risk report that used to take 10-12 hours every quarter. After the meeting, Pranav took the proactive step of helping automate this report for the team. The specific process automation that he implemented was for risk reports for the risk team. The team had a manual time consuming process in which they had to refer to multiple Excel sheets to create their quarterly risk report. Pranav understood and mapped the entire process before using an automation tool to automate it. This led to a time reduction of 90 percent in the compilation of the report. The automation process he designed was ingenious; no one had thought of using it before, and that is why I think everyone was impressed with his out-of-the-box thinking. 

Apart from that, another one of his biggest strengths is his willingness to take initiative. 

To highlight another instance, he noticed the dashboards in Operations and wider UBS were on Tableau, he took the initiative to compare Tableau and PowerBi and pitched shifting the employee statistics dashboard to PowerBi. The management team agreed and Pranav successfully created an Employee demographic dashboard on PowerBi. This led to cost savings for the department as UBS was already paying for PowerBi. He also took even more initiative, helping others in his team and UBS get certified on PowerBi and documented his knowledge for everyone before he left his internship.

On the flip side, when it comes to areas of improvement, I would also say this proactiveness and eagerness sometimes led to difficult situations. Like other fresh hires, he was also trying to prove himself in the initial months of his tenure with the team. However, this often meant that he would try to manage and solve things on his own instead of seeking help. This led to delays and situations becoming critical.

Pranav was tasked with getting certified on Automation Anywhere, another automation tool used by the team. He was unable to crack the certification according to the timeline assigned to him and was delayed by a month in getting certified. He tried to manage and solve the situation but was unable to do so without help from his team, this delay led to an increased workload for the rest of the team and longer hours as work had been earmarked for Pranav to do as soon as he would be finished with the certification. 

Overall, I would say that Pranav has great potential; he is not afraid to take the initiative and present his ideas.

Manager – UBS, Hong Kong Offices

When it comes to writing great letter of recommendation, here are a few do’s and don’ts tailored for candidates applying to a Master’s in Business Analytics program:


1. Choose Relevant Recommenders:
Do: select recommenders who can provide detailed and specific examples of your technical and analytical skills. Ideally, these should be people who have directly supervised your work in relevant roles, such as data analysis, business intelligence, or any analytics-related projects.
Example: Your current or previous supervisors, project managers, or clients who have seen your analytical skills in action and can speak to your ability to handle complex data sets and derive meaningful insights.

2. Provide Context and Achievements:
Do: give your recommenders a comprehensive list of your accomplishments and the context in which you achieved them. Highlight your contributions to significant projects, especially those involving data analysis, statistical modeling, or the implementation of analytics solutions.
Example: Create a list detailing how your analysis led to actionable business decisions, cost savings, or process improvements. Share this list with your recommenders to help them write a more impactful letter.

3. Meet and Discuss Your Goals:
Do: meet with your recommenders to discuss your career goals, reasons for pursuing a Master’s in Business Analytics, and why you have chosen specific programs. This helps them tailor their letters to align with your aspirations and the program’s focus.
Example: Explain how the program’s curriculum, faculty, and resources will help you achieve your career goals in data science or business analytics.

4. Ensure Specific Examples:
Do: encourage your recommenders to include specific anecdotes that highlight your skills and accomplishments. Real-life examples add weight and credibility to your recommendation.
Example: Ask them to describe a particular project where you used your analytical skills to solve a complex problem, detailing your approach, tools used, and the impact of your work.

5. Set Early Deadlines:
Do: set early personal deadlines for your recommenders to ensure they complete the letters well before the application deadlines. This gives you a buffer period to follow up if needed.
Example: If your application is due on January 1st, ask your recommenders to submit their letters by December 1st to avoid last-minute issues.


1. Avoid High-Ranking but Unfamiliar Recommenders:
Don’t: choose recommenders based solely on their title or status if they are not familiar with your work. Letters from high-ranking individuals who cannot provide detailed and personal insights will be less effective.
Example: Avoid asking a company CEO or a prominent professor you met briefly unless they have worked closely with you and can provide specific examples of your skills and achievements.

2. Don’t Write the Letter Yourself:
Don’t: write the recommendation letter yourself, even if a recommender offers to sign it. Admissions committees can detect self-written letters, which can harm your credibility.
Example: If a recommender suggests this, politely decline and offer to provide them with all the necessary information to write the letter themselves.

3. Avoid Generic Content:
Don’t: let your recommenders submit generic letters that could apply to anyone. Generic praise without specific examples of your work and skills will not make your application stand out.
Example: Ensure your recommenders avoid statements like “X is a great team player” without context or evidence supporting such claims.

4. Don’t Overlook the Instructions:
Don’t: ignore the specific instructions and questions provided by each business school. Different programs might have different requirements for recommendation letters.
Example: Make sure your recommenders address each question posed by the school’s recommendation form and follow any formatting or submission guidelines provided.

5. Avoid Subordinates as Recommenders:
Don’t: ask subordinates to write your recommendation letters. Their perspective might not carry the same weight and could be seen as less objective.
Example: Recommendations should come from individuals in a supervisory or client role who can objectively evaluate your performance and potential.

These tailored do’s and don’ts will help ensure that your recommendation letters are strong, relevant, and supportive of your application to a Master’s in Business Analytics program.

Recommendation letter template specifically tailored for candidates applying to a Master’s in Business Analytics program, including different structuring and clear instructions for highlighting relevant skills:

Admissions Committee
[Business Analytics Program Name]
[University Name]
[University Address]
[City, State, ZIP Code]


Dear Members of the Admissions Committee,

It is my pleasure to recommend [Candidate’s Name] for the [Master’s in Business Analytics program] at [University Name]. I have had the privilege of working with [Candidate’s Name] at [Company Name] for [duration], where I serve as [Recommender’s Title]. In this time, I have observed [his/her/their] exceptional analytical skills and unwavering commitment to data-driven decision-making.

Analytical Skills and Achievements

One of [Candidate’s Name]’s standout projects was [specific project/task]. During this project, [he/she/they] [specific action taken], resulting in [quantifiable result/outcome]. This project clearly demonstrated [his/her/their] expertise in [relevant skills, e.g., data analysis, statistical modeling, predictive analytics].

In another significant endeavor, [Candidate’s Name] was responsible for [another specific project/task]. [He/She/They] utilized [specific tools or methodologies, e.g., Python, R, machine learning algorithms] to [specific action taken], which led to [quantifiable result/outcome]. This work highlights [his/her/their] ability to leverage complex datasets to drive strategic business decisions.

Problem-Solving and Innovation

[Candidate’s Name] is particularly adept at identifying business problems and formulating innovative solutions. For example, during [specific challenge], [he/she/they] [specific action taken], which significantly improved [specific metric or outcome]. [His/Her/Their] problem-solving skills and innovative approach are invaluable assets in the field of business analytics.

Collaboration and Leadership

[Candidate’s Name] excels not only as an individual contributor but also as a collaborative team member. In [specific team project], [he/she/they] [specific actions taken to lead or collaborate], fostering a productive and cohesive working environment. [His/Her/Their] ability to communicate complex analytical concepts to non-technical stakeholders was particularly noteworthy.

Constructive Feedback and Growth

In my experience, [Candidate’s Name] is highly receptive to feedback and committed to continuous improvement. I once advised [him/her/them] on [specific area for improvement], and [he/she/they] proactively [specific actions taken to improve], which led to [positive outcome or development]. This responsiveness and dedication to growth are crucial for success in a dynamic field like business analytics.


In summary, [Candidate’s Name] possesses a unique blend of technical expertise, problem-solving acumen, and collaborative spirit. I am confident that [he/she/they] will excel in the [Master’s in Business Analytics program] at [University Name] and make significant contributions to both the program and the broader field of business analytics.


[Recommender’s Name]
[Recommender’s Title]
[Company Name]

This template provides a structured format that highlights the candidate’s analytical skills, problem-solving abilities, and collaborative nature, making it suitable for applications to a Master’s in Business Analytics program.

Free Recommendation Letter sample text for masters application

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