Tiger Analytics Business Analyst Interview Questions + Guide in 2025

Tiger Analytics is an advanced analytics consulting firm that partners with Fortune 100 companies to generate business value through data-driven insights.

As a Business Analyst at Tiger Analytics, you will play a crucial role in bridging the gap between business needs and technical capabilities. Your key responsibilities will include collaborating with various stakeholders to analyze operational data, identifying inefficiencies, and proposing actionable solutions that enhance processes within the consumer lending and credit domains. You will be required to manage multiple projects effectively, ensuring timely delivery while translating complex technical insights into understandable terms for non-technical stakeholders. A solid understanding of consumer lending products, credit card operations, and data analysis tools such as SQL, Databricks, and Excel will be vital for success in this role.

The ideal candidate will possess strong analytical skills, excellent communication abilities, and a proactive approach toward project management. You'll also need a keen eye for detail and the ability to thrive in a fast-paced environment. This guide aims to help you prepare effectively for your interview at Tiger Analytics by providing insights into what to expect and how to align your skills with their expectations.

The interview process for a Business Analyst at Tiger Analytics is structured to assess both technical and analytical skills, as well as cultural fit within the organization. The process typically consists of several stages, each designed to evaluate different competencies relevant to the role.

1. Application Screening

The process begins with an application screening, where your resume is reviewed to ensure that your qualifications align with the requirements of the Business Analyst position. This initial step is crucial as it sets the stage for the subsequent rounds of interviews.

2. Online Assessment

Candidates who pass the application screening are invited to complete an online assessment. This assessment usually includes aptitude tests and coding questions, focusing on SQL and Python. The goal is to evaluate your analytical thinking and problem-solving abilities, as well as your proficiency in data manipulation and analysis.

3. Technical Interview

Following the online assessment, candidates typically undergo one or more technical interviews. These interviews delve deeper into your technical skills, particularly in SQL, Python, and data analysis. You may be asked to solve coding problems, discuss your previous projects, and demonstrate your understanding of data structures and algorithms. Expect questions that assess your ability to interpret data sets and apply analytical techniques to real-world business problems.

4. Behavioral Interview

In addition to technical skills, Tiger Analytics places a strong emphasis on cultural fit and interpersonal skills. The behavioral interview focuses on your past experiences, teamwork, and how you handle challenges. Be prepared to discuss scenarios where you demonstrated leadership, collaboration, and effective communication with stakeholders.

5. HR Interview

The final stage of the interview process is typically an HR interview. This round assesses your alignment with the company’s values and culture. You may be asked about your career aspirations, reasons for wanting to join Tiger Analytics, and how you can contribute to the team. This is also an opportunity for you to ask questions about the company and the role.

Throughout the interview process, it is essential to showcase your analytical skills, technical expertise, and ability to communicate effectively with both technical and non-technical stakeholders.

Next, let’s explore the specific interview questions that candidates have encountered during their interviews at Tiger Analytics.

Here are some tips to help you excel in your interview.

Understand the Role and Company Culture

Before your interview, take the time to thoroughly understand the role of a Business Analyst at Tiger Analytics. Familiarize yourself with the company's focus on advanced analytics and its partnerships with Fortune 100 companies. This knowledge will allow you to tailor your responses to demonstrate how your skills and experiences align with the company's mission and values. Additionally, be prepared to discuss how you can contribute to the operational excellence within the consumer lending domain, as this is a key focus area for the role.

Prepare for Technical Assessments

Given the emphasis on SQL and data analysis in the interview process, ensure you are well-versed in SQL queries, data manipulation, and reporting tools. Practice writing complex SQL queries, including joins, aggregations, and subqueries. Familiarize yourself with data visualization tools like Tableau or Power BI, as these are often used in business analysis. Additionally, brush up on your Python skills, particularly in data analysis and manipulation, as this may come up during technical interviews.

Showcase Your Problem-Solving Skills

During the interview, be prepared to discuss specific examples of how you have identified inefficiencies in processes and implemented solutions. Use the STAR (Situation, Task, Action, Result) method to structure your responses. Highlight your analytical skills and how you have used data to drive business decisions. This will demonstrate your ability to translate complex technical insights into actionable strategies, a crucial aspect of the Business Analyst role.

Communicate Effectively

Strong communication skills are essential for a Business Analyst, as you will be acting as a liaison between technical teams and stakeholders. Practice articulating your thoughts clearly and concisely. Be prepared to explain technical concepts in a way that is understandable to non-technical stakeholders. Additionally, be ready to discuss your experience with project management tools like JIRA and Confluence, as these are important for maintaining project details and ensuring effective communication.

Emphasize Cross-Functional Collaboration

Tiger Analytics values collaboration across departments. Be prepared to discuss your experience working with cross-functional teams and how you have managed multiple projects under tight deadlines. Highlight any specific instances where you successfully collaborated with different stakeholders to achieve project goals. This will demonstrate your ability to navigate complex organizational structures and drive results.

Prepare for Behavioral Questions

Expect behavioral questions that assess your fit within the company culture. Reflect on your past experiences and how they align with Tiger Analytics' values. Be ready to discuss challenges you have faced in previous roles and how you overcame them. This will not only showcase your resilience but also your ability to adapt to a fast-paced and dynamic work environment.

Follow Up with Insightful Questions

At the end of the interview, take the opportunity to ask insightful questions about the company and the role. Inquire about the team dynamics, ongoing projects, and how success is measured in the Business Analyst position. This shows your genuine interest in the role and helps you assess if the company is the right fit for you.

By following these tips and preparing thoroughly, you will position yourself as a strong candidate for the Business Analyst role at Tiger Analytics. Good luck!

In this section, we’ll review the various interview questions that might be asked during a Business Analyst interview at Tiger Analytics. The interview process will likely assess your analytical skills, technical knowledge, and ability to communicate effectively with stakeholders. Be prepared to demonstrate your understanding of data analysis, SQL, and business processes, as well as your experience in project management and cross-functional collaboration.

Technical Skills

1. Can you explain the difference between SQL joins and when to use each type?

Understanding SQL joins is crucial for data manipulation and analysis.

How to Answer

Discuss the different types of joins (INNER, LEFT, RIGHT, FULL) and provide examples of when each would be appropriate in a business context.

Example

“INNER JOIN is used when you want to return only the rows that have matching values in both tables. For instance, if I’m analyzing customer orders, I would use INNER JOIN to find customers who have placed orders. LEFT JOIN, on the other hand, would be useful to find all customers, regardless of whether they have placed an order, which helps in identifying potential leads.”

2. Describe a challenging coding problem you've encountered and how you approached solving it.

This question assesses your problem-solving skills and technical proficiency.

How to Answer

Choose a specific example that highlights your analytical thinking and coding skills. Explain the problem, your approach, and the outcome.

Example

“I once faced a challenge where I needed to optimize a slow-running SQL query. I analyzed the execution plan, identified missing indexes, and restructured the query to reduce complexity. This resulted in a 50% improvement in performance, which significantly enhanced the reporting process.”

3. How do you ensure data quality in your analysis?

Data quality is critical for accurate insights and decision-making.

How to Answer

Discuss your methods for validating data, such as data cleaning, consistency checks, and using automated tools.

Example

“I ensure data quality by implementing a multi-step validation process. First, I perform data cleaning to remove duplicates and correct errors. Then, I use statistical methods to check for anomalies. Finally, I cross-verify the data with source systems to ensure accuracy before analysis.”

4. Can you explain a time when you used data visualization to communicate insights?

This question evaluates your ability to present data effectively.

How to Answer

Provide a specific example where data visualization played a key role in conveying your findings to stakeholders.

Example

“In a previous project, I created a dashboard using Tableau to visualize customer segmentation data. This allowed stakeholders to quickly identify high-value customer groups and tailor marketing strategies accordingly. The visual representation made it easier for them to grasp complex data relationships.”

5. What is your experience with data analysis tools like Databricks or Snowflake?

Familiarity with these tools is essential for the role.

How to Answer

Discuss your experience with these tools, including specific projects or tasks you completed using them.

Example

“I have used Databricks for collaborative data analysis and machine learning projects. For instance, I utilized its capabilities to process large datasets efficiently and run machine learning models, which helped in predicting customer behavior and improving retention strategies.”

Business Acumen

1. Describe a project where you identified an opportunity for process improvement.

This question assesses your analytical skills and understanding of business processes.

How to Answer

Share a specific project where your analysis led to significant improvements in efficiency or effectiveness.

Example

“In my last role, I analyzed the loan approval process and identified bottlenecks that delayed approvals. By streamlining the documentation requirements and automating parts of the process, we reduced the approval time by 30%, which enhanced customer satisfaction and increased loan disbursements.”

2. How do you prioritize tasks when managing multiple projects?

Effective project management is key in a fast-paced environment.

How to Answer

Explain your approach to prioritization, including any frameworks or tools you use.

Example

“I prioritize tasks based on urgency and impact. I use a project management tool like JIRA to track progress and deadlines. For instance, I assess which projects align with strategic business goals and focus on those first, while also ensuring that urgent tasks are addressed promptly.”

3. Can you discuss your experience working with cross-functional teams?

Collaboration is essential in a business analyst role.

How to Answer

Provide an example of a successful collaboration and the role you played.

Example

“I worked closely with the IT and marketing teams on a project to launch a new product. I facilitated meetings to gather requirements, ensured clear communication between teams, and helped resolve conflicts. This collaboration resulted in a successful product launch that exceeded sales targets.”

4. How do you handle stakeholder feedback during a project?

This question evaluates your communication and interpersonal skills.

How to Answer

Discuss your approach to receiving and incorporating feedback from stakeholders.

Example

“I view stakeholder feedback as an opportunity for improvement. During a recent project, I held regular check-ins to gather input and made adjustments based on their suggestions. This not only improved the final deliverable but also strengthened relationships with stakeholders.”

5. What strategies do you use to analyze and interpret complex datasets?

This question assesses your analytical thinking and technical skills.

How to Answer

Explain your approach to breaking down complex data and deriving insights.

Example

“I start by defining the key questions I want to answer. Then, I use SQL to extract relevant data and perform exploratory data analysis to identify patterns. I also leverage statistical methods to validate my findings, ensuring that the insights are actionable and relevant to the business context.”