The Udemy Business Intelligence interview guide, interview questions, salary data, and interview experiences.

Udemy Business Intelligence Interview Guide

Getting ready for an Business Intelligence interview at Udemy? The Udemy Business Intelligence interview span across 10 to 12 different question topics. In preparing for the interview:
<ul>
<li>Know what skills are necessary for Udemy Business Intelligence roles.</li>
<li>Gain insights into the Business Intelligence interview process at Udemy.</li>
<li>Practice real Udemy Business Intelligence interview questions.</li>
</ul>
Interview Query regularly analyzes interview experience data, and we've used that data to produce this guide, with sample interview questions and an overview of the Udemy Business Intelligence interview.


Getting ready for an Business Intelligence interview at Udemy? The Udemy Business Intelligence interview span across 10 to 12 different question topics. In preparing for the interview:

- Know what skills are necessary for Udemy Business Intelligence roles.
- Gain insights into the Business Intelligence interview process at Udemy.
- Practice real Udemy Business Intelligence interview questions.

Interview Query regularly analyzes interview experience data, and we've used that data to produce this guide, with sample interview questions and an overview of the Udemy Business Intelligence interview.
        

Overview

Udemy Business Intelligence Salary

We've gathered this data from parsing thousands of interview experiences sourced from members.

We've gathered this data from parsing thousands of interview experiences sourced from members.

Udemy Business Intelligence Interview Process

Let’s say we’re trying to determine fake reviews on our products. 

Based on past data, 98% reviews are legitimate and 2% are fake. If a review is fake, there is 95% chance that the machine learning algorithm identifies it as fake. If a review is legitimate, there is a 90% chance that the machine learning algorithm identifies it as legitimate.

What is the percentage chance the review is actually fake when the algorithm detects it as fake?

Fake Algorithm Reviews

We’re given a table of bank transactions with three columns, <code>user_id</code>, a deposit or withdrawal value (determined if the value is positive or negative), and <code>created_at</code> time for each transaction.

Write a query to get the total three-day rolling average for deposits by day.

Note: Please use the format <code>&#39;%Y-%m-%d&#39;</code> for the date in the outout

Example:

Input:

<code>bank_transactions</code> table

<table>
<thead>
<tr>
<th>Column</th>
<th>Type</th>
</tr>
</thead>

<tbody>
<tr>
<td><code>user_id</code></td>
<td>INTEGER</td>
</tr>

<tr>
<td><code>created_at</code></td>
<td>DATETIME</td>
</tr>

<tr>
<td><code>transaction_value</code></td>
<td>FLOAT</td>
</tr>
</tbody>
</table>
Output:

<table>
<thead>
<tr>
<th>Column</th>
<th>Type</th>
</tr>
</thead>

<tbody>
<tr>
<td><code>dt</code></td>
<td>VARCHAR</td>
</tr>

<tr>
<td><code>rolling_three_day</code></td>
<td>FLOAT</td>
</tr>
</tbody>
</table>

Rolling Bank Transactions

Write a query to identify customers who placed more than three transactions each in both 2019 and 2020.

Example:

Input:

<code>transactions</code> table

<table>
<thead>
<tr>
<th>Column</th>
<th>Type</th>
</tr>
</thead>

<tbody>
<tr>
<td><code>id</code></td>
<td>INTEGER</td>
</tr>

<tr>
<td><code>user_id</code></td>
<td>INTEGER</td>
</tr>

<tr>
<td><code>created_at</code></td>
<td>DATETIME</td>
</tr>

<tr>
<td><code>product_id</code></td>
<td>INTEGER</td>
</tr>

<tr>
<td><code>quantity</code></td>
<td>INTEGER</td>
</tr>
</tbody>
</table>
<code>users</code> table

<table>
<thead>
<tr>
<th>Column</th>
<th>Type</th>
</tr>
</thead>

<tbody>
<tr>
<td><code>id</code></td>
<td>INTEGER</td>
</tr>

<tr>
<td><code>name</code></td>
<td>VARCHAR</td>
</tr>
</tbody>
</table>
 
Output:

<table>
<thead>
<tr>
<th>Column</th>
<th>Type</th>
</tr>
</thead>

<tbody>
<tr>
<td><code>customer_name</code></td>
<td>VARCHAR</td>
</tr>
</tbody>
</table>

Which of the following queries will return a list of customers and the total amount they have spent on orders?

Which of the following queries will return a list of customers and the total amount they have spent on orders?

Customer Orders

Udemy Business Intelligence Interview Questions

About us At Udemy, we're on a mission to transform lives through learning. Through our intelligent skills platform and a global community of instructors, we've helped over 70 million learners and 16,000 organizations achieve their goals. Come join us in ensuring everyone, everywhere has access to the skills they need to unlock their potential and create possibilities for themselves and others. This hybrid position requires two days per week in our Austin, TX office. About you You are a motivated, meticulous, and user-focused Software Engineer with a team-oriented approach and problem-solving skills. You are organized, proactive and take the initiative to prioritize your own work and projects effectively, with guidance from team leads and managers. Fostering a workplace culture of 'individual humility and collectively proud', we look for team players. We value every voice and encourage mutual recognition of accomplishments. Your role involves the continuous celebration of both small and large milestones along with our global team. About this role Udemy is searching for a Software Engineer II who embodies our values of authenticity, continuous learning, experimentation, being results-oriented, and being individually humble, yet collectively proud. We expect you to be a practitioner of ReactJS, Typescript, MobX, NPM, and DataDog or similar monitoring tools to create performant web experiences. We expect a working knowledge of GraphQL, CSS, NextJS and Webpack. Our ideal candidate will be comfortable addressing moderately complex problems, including navigating projects with ambiguous parameters. As an organization, we are 'always learning'. This manifests in our habitual learning approach, constructive debates and plugging into our platforms for organizational learning. Your dedication to continual growth, openness to robust discussions and leveraging our solutions for learning will be pivotal. As part of the Conversion within the Monetization Portfolio, you will be working on building user facing features for our web experiences. What you'll be doing <ul><li>Implementing product features using your practitioner skills in ReactJS, Typescript, MobX, NPM, and DataDog to meet our team's objectives.</li><li>Using GraphQL, CSS, NextJS and Webpack to ensure smooth execution of product features.</li><li>Generating value across multiple teams and applying basic concepts and procedures under guidance.</li><li>Following general instructions on routine work from your manager, and being able to comprehend detailed instructions on new assignments or projects. </li><li>Optimizing code and processes to help your team achieve their goals.</li></ul>What you'll have <ul><li>A desire to always be learning.</li><li>Practitioner in ReactJS, Typescript, MobX, NPM, and DataDog or similar monitoring tools </li><li>Working knowledge of GraphQL, CSS, NextJS and Webpack.</li><li>Ability to communicate effectively, work with peers, and come up with creative solutions.</li></ul> We understand that not everyone will match each of the above qualifications. However, we also realize that everyone has unique experiences that can add value to our company. Even if you think your background might not perfectly align, we'd love to hear from you! Life at Udemy We aspire to be as vibrant and dynamic as the communities we serve, as inquisitive as those who use our platform, and as revolutionary as the future we strive to open for everyone. Here are some of the things we love about life at Udemy: <ul><li>We're invested in creating an inclusive environment that welcomes a diverse range of backgrounds and experiences. From creating employee resource groups, ensuring we're a Fair Pay Workplace, and building a flexible work culture, our belonging, equity, diversity, and inclusion (BEDI) initiatives always put our people first. We want you to be able to bring your authentic self to work because when we all do, we're better for it.</li><li>Learning is what we do - inside and out. Our Learning & Development team is second to none, helping ensure your journey is one of continuous progression. You'll also have unlimited access to Udemy courses, monthly UDays (meeting-free professional development days), and a generous annual professional development stipend.</li><li>Our reason to exist is to revolutionize learning - that calls for taking risks and learning from failures. Whether it's our hackathons (a company-wide effort to envision new possibilities for our product) or sharing our prototypes, we see experimentation as a crucial step on the path to success.</li><li>We're committed to creating world-class employee experiences and are proud of the recognition of this by Great Place to Work.</li></ul> Of course, the best thing about being part of Udemy is knowing your work makes a difference for people and organizations around the world. You've got the skills; why not use them to help others develop theirs? At Udemy, we value diversity and inclusion and consider qualified applicants without regard to race, color, religion, sex, national origin, ancestry, age, genetic information, sexual orientation, gender identity, marital or family status, veteran status, medical condition, or disability. We will consider for employment qualified applicants with arrest and conviction records. Our Benefits Start With U Our benefits package at Udemy "starts with U" and is grounded in mission-driven benefits that intentionally align with our core values. Here's a sneak peek at just a few highlighted benefits if you're a full-time Udemate based in the United States: <ul><li>Core Benefits: Comprehensive medical, dental, vision, life/AD&D, and disability coverage</li><li>HSA/FSA/Commuter: Pre-tax savings/spending plans, including HSA employer contributions</li><li>Transgender Benefits: Expanded medical coverage for gender-affirming care</li><li>Parental Benefits: Financial assistance for fertility (including egg-freezing), adoption, and surrogacy expenses; twelve weeks of paid family bonding for birth, surrogacy, adoption, and foster placement (plus up to six to ten weeks of paid disability leave for birthing parents) as well as a two-week "ease-back" program that enables parents to return part-time at full pay</li><li>Whole U: Fully paid memberships for meditation/mindfulness, therapy/coaching visits, financial planning, fertility and family building, maternity and newborn care, parenting and pediatrics, menopause care, breastmilk shipping, and caregiving support</li><li>Learning: Free access to Udemy and Udemy Business plus a yearly stipend to spend on professional development</li><li>Retirement: Pre-tax and Roth 401(k) plan with an employer contribution</li><li>Vacation: Flexible vacation for salaried Udemates and fifteen days per year for hourly</li><li>Holidays: Twelve paid holidays throughout the year</li></ul> Information regarding data privacy is available within the Udemy Careers Privacy Notice. At Udemy, we strive to be transparent around compensation. Actual compensation for this role is based on several factors, including but not limited to job-related skills, qualifications, experience, and specific work location due to differences in the cost of labor. In addition to a base salary, this role is also eligible for benefits and equity. Hiring Compensation Range $102,000-$128,000 USD

About us At Udemy, we're on a mission to transform lives through learning. Through our intelligent skills platform and a global community of instructors, we've helped over 70 million learners and 16,000 organizations achieve their goals. Come join us in ensuring everyone, everywhere has access to the skills they need to unlock their potential and create possibilities for themselves and others. Hybrid work Udemy is headquartered in San Francisco with global offices in Australia, India, Ireland, Trkiye, and other US locations. Our robust hybrid work model spans San Francisco, Denver, Ankara, Dublin, Mexico City and Melbourne. This hybrid position requires two days per week in the office at the nearest hub. About You As a Data Scientist on the Udemy Business Analytics team, you are a skilled professional with a solid foundation in predictive analytics and data science methodologies. You excel in extracting actionable insights from data to drive strategic decisions and enhance revenue growth. Your expertise lies in applying advanced statistical techniques and machine learning algorithms to solve complex business problems. You are eager to work collaboratively with stakeholders to deliver impactful solutions that drive business success. About this Role The Data Scientist plays a crucial role in supporting the Customer Success and Sales teams through advanced data analysis and predictive modeling. This position involves working closely with cross-functional teams to drive revenue growth, reduce customer churn, and enhance operational efficiency. Reporting directly to the Manager of Data Science, you will contribute to the development of innovative solutions that drive business impact. What You'll Be Doing Cross-functional Collaboration & Communication: <ul><li>Collaborate with cross-functional stakeholders, supporting synergy across the organization.</li><li>Communicate effectively with non-technical stakeholders.</li><li>Partner closely with Customer Success and Sales teams to provide data-driven insights and support decision-making processes.</li></ul> Predictive Data Science: <ul><li>Develop and implement advanced predictive models and forecasting methods to drive revenue growth and optimize business processes.</li><li>Apply causal inference methods to evaluate the impact of business initiatives and identify opportunities for improvement.</li></ul> Operational Excellence: <ul><li>Optimize data management processes and workflows to enhance operational efficiency and data quality.</li><li>Contribute to the establishment and maintenance of Key Performance Indicators (KPIs) for sales development and customer success, leveraging predictive analytics to drive actionable insights.</li></ul> Revenue Growth: <ul><li>Utilize predictive modeling techniques to assist in monitoring the sales pipeline and analyze relevant metrics to provide actionable insights.</li><li>Support ongoing analysis of customer retention and revenue trends, leveraging advanced statistical methods to identify opportunities for growth.</li></ul> Analytical Support and Proactive Insights: <ul><li>Evaluate business performance using advanced statistical techniques, contributing to the identification of root causes and providing proactive data-driven insights to stakeholders.</li><li>Assist in making recommendations to improve business productivity and performance, leveraging predictive analytics to identify leading indicators and mitigate risks.</li></ul> What You'll Have <ul><li>Bachelor's degree or higher in a related field, with a focus on data science, statistics, or a related quantitative discipline.</li><li>5+ years of relevant experience in data science, with a demonstrated ability to apply advanced predictive modeling techniques to drive business impact.</li><li>Proficiency in SQL for data extraction and manipulation.</li><li>Proficiency in programming languages such as Python for data analysis and automation.</li><li>Proficiency in statistical analysis and machine learning, with knowledge in causal inference methods, forecasting, regression, and time series modeling.</li><li>Familiarity with Business Intelligence tools such as Tableau, with an understanding of best practices for dashboarding and visualization.</li><li>Strong communication skills, with the ability to convey complex concepts clearly and effectively to stakeholders.</li><li>Strong organizational skills, with the ability to manage multiple projects and deadlines effectively.</li><li>A tech-curious mindset with a willingness to learn new technologies and methodologies to stay at the forefront of data science innovation.</li></ul> We understand that not everyone will match each of the above qualifications. However, we also realize that everyone has unique experiences that can add value to our company. Even if you think your background might not perfectly align, we'd love to hear from you! Life at Udemy We aspire to be as vibrant and dynamic as the communities we serve, as inquisitive as those who use our platform, and as revolutionary as the future we strive to open for everyone. Here are some of the things we love about life at Udemy: <ul><li> We're invested in creating an inclusive environment that welcomes a diverse range of backgrounds and experiences. From creating employee resource groups, ensuring we're a Fair Pay Workplace, and building a flexible work culture, our belonging, equity, diversity, and inclusion (BEDI) initiatives always put our people first. We want you to be able to bring your authentic self to work because when we all do, we're better for it.</li><li>Learning is what we do - inside and out. Our Learning & Development team is second to none, helping ensure your journey is one of continuous progression. You'll also have unlimited access to Udemy courses, monthly UDays (meeting-free professional development days), and a generous annual professional development stipend.</li><li>Our reason to exist is to revolutionize learning - that calls for taking risks and learning from failures. Whether it's our hackathons (a company-wide effort to envision new possibilities for our product) or sharing our prototypes, we see experimentation as a crucial step on the path to success.</li><li>We're committed to creating world-class employee experiences and are proud of the recognition of this by Great Place to Work and Built In Best Places to Work.</li></ul> Of course, the best thing about being part of Udemy is knowing your work makes a difference for people and organizations around the world. You've got the skills; why not use them to help others develop theirs?At Udemy, we value diversity and inclusion and consider qualified applicants without regard to race, color, religion, sex, national origin, ancestry, age, genetic information, sexual orientation, gender identity, marital or family status, veteran status, medical condition, or disability. If you are a candidate with a disability and require reasonable accommodation in order to submit an application, please contact us at recruitingaccommodations@udemy.com. We will consider for employment qualified applicants with arrest and conviction records. Udemy US Benefits Our benefits start with you and were built to provide you and your family with the protection and care you need, making it easy to access the right coverage when you need it most. Here's a sneak peek at just a few highlighted benefits if you're a full-time Udemate based in the United States: <ul><li>Core Benefits: Comprehensive medical, dental, vision, life/AD&D, and disability coverage</li><li>HSA/FSA/Commuter: Pre-tax savings/spending plans, including HSA employer contributions</li><li>Transgender Benefits: Expanded medical coverage for gender-affirming care</li><li>Parental Benefits: Financial assistance for fertility (including egg-freezing), adoption, and surrogacy expenses; twelve weeks of paid family bonding for birth, surrogacy, adoption, and foster placement (plus up to eight to twelve weeks of paid disability leave for birthing parents) as well as a two-week "ease-back" program that enables parents to return part-time at full pay</li><li>Whole U: Fully paid memberships for meditation/mindfulness, therapy/coaching visits, financial planning, fertility and family building, maternity and newborn care, parenting and pediatrics, menopause care, breastmilk shipping, and caregiving support</li><li>Learning: Free access to Udemy and Udemy Business plus a yearly stipend to spend on professional development</li><li>Retirement: Pre-tax and Roth 401(k) plan with an employer contribution</li><li>Charitable Giving: Corporate charitable match for eligible nonprofits and charities</li><li>Vacation: Flexible vacation for salaried Udemates and fifteen days per year for hourly</li><li>Holidays: Twelve paid holidays throughout the year</li></ul> At Udemy, we strive to be transparent around compensation. Actual compensation for this role is based on several factors, including but not limited to job-related skills, qualifications, experience, and specific work location due to differences in the cost of labor. In addition to a base salary, this role is also eligible for benefits and equity. Hiring Compensation Range $122,000-$153,000 USD

About us At Udemy, we're on a mission to transform lives through learning. Through our intelligent skills platform and a global community of instructors, we've helped over 70 million learners and 16,000 organizations achieve their goals. Come join us in ensuring everyone, everywhere has access to the skills they need to unlock their potential and create possibilities for themselves and others. About Us At Udemy, we're on a mission to improve lives through the power of learning. We're a leading global learning company and one of the world's largest education platforms, with more than 67 million learners. Our goal is to provide flexible, effective skill development to empower organizations and individuals. Talented people are everywhere, and the right opportunity can be hard to come by. That's why we're focused on revolutionizing learning, using our skills and expertise to help others develop theirs and reach their full potential. Individually, we bring our unique perspective to reimagine the way we share knowledge. Together, we can improve lives by making learning more accessible for our learners, our instructors, and businesses around the world. Hybrid work Udemy is headquartered in San Francisco with global offices in Australia, India, Ireland, Trkiye, and other US locations. Our robust hybrid work model spans San Francisco, Denver, Ankara, Dublin, and Melbourne. This hybrid position requires two days per week in the office at the nearest hub. About you You're an analytical problem-solver ready to put your skills toward purposeful work that has a global impact. You want to lead the way in innovation, exploring the latest technologies and finding new solutions. You thrive in a collaborative environment and are eager to work with and learn alongside the best in Product, Design, and Engineering About this role We are looking for a highly proactive and skilled Sr. Data Scientist to join our Marketing Analytics team, focusing on delivering actionable insights and reporting through continuous, in-depth data analysis. The ideal candidate will leverage statistical and analytical techniques to interpret complex data, identify key trends, and support data-driven decision-making across the organization by crafting data backed narratives. This role requires strong problem-solving skills, a passion for data, and the ability to communicate findings effectively to stakeholders. What you'll be doing <ul><li>Partner with marketing stakeholders to shape our marketing strategy by defining clear problem statements, assessing growth opportunities, and recommending areas of investments and optimization</li><li>Conduct ongoing in-depth analysis of marketing performance metrics, customer behavior, and market trends to assess marketing channel health, identify optimization opportunities and improve ROI.</li><li>Be proactive in seeking and identifying business questions that can be addressed through analysis and provide regular, clear updates to stakeholders to enable critical decision making</li><li>Understand our customer lifecycle states and develop segmentation using advanced analytical techniques to help shape lifecycle marketing initiatives</li><li>Develop dashboards and visualizations to effectively communicate insights and KPIs to stakeholders, enabling data-driven decision-making at all levels of the organization.</li><li>Be a primary analytics driver for developing our business data layer in collaboration with Analytics Engineering and Data teams.</li><li>Stay current with industry trends and emerging technologies in data science and marketing analytics, and apply them to enhance our analytical capabilities.</li></ul> What you'll have: <ul><li>Bachelor's or higher in Statistics, Mathematics, Computer Science, Economics, or related quantitative field</li><li>3-5 years of relevant experience in data analytics, data science, or a related field, with a strong focus on continuous insights generation to create business impact</li><li>Experience with data pipelining tools such as DBT and Airflow, and proficiency in SQL for data extraction and manipulation</li><li>Highly proficient in Tableau or other data visualization platforms, with a strong understanding of best practices for dashboarding and visualization</li><li>Familiarity with data analysis tools such as Python or R</li><li>Strong attention to detail, problem-solving skills, and ability to work independently.</li><li>Ability to synthesize complex data into actionable insights and clearly communicate findings</li></ul> We understand that not everyone will match each of the above qualifications. However, we also realize that everyone has unique experiences that can add value to our company. Even if you think your background might not perfectly align, we'd love to hear from you! Life at Udemy We aspire to be as vibrant and dynamic as the communities we serve, as inquisitive as those who use our platform, and as revolutionary as the future we strive to open for everyone. Here are some of the things we love about life at Udemy: <ul><li> We're invested in creating an inclusive environment that welcomes a diverse range of backgrounds and experiences. From creating employee resource groups, ensuring we're a Fair Pay Workplace, and building a flexible work culture, our belonging, equity, diversity, and inclusion (BEDI) initiatives always put our people first. We want you to be able to bring your authentic self to work because when we all do, we're better for it.</li><li>Learning is what we do - inside and out. Our Learning & Development team is second to none, helping ensure your journey is one of continuous progression. You'll also have unlimited access to Udemy courses, monthly UDays (meeting-free professional development days), and a generous annual professional development stipend.</li><li>Our reason to exist is to revolutionize learning - that calls for taking risks and learning from failures. Whether it's our hackathons (a company-wide effort to envision new possibilities for our product) or sharing our prototypes, we see experimentation as a crucial step on the path to success.</li><li>We're committed to creating world-class employee experiences and are proud of the recognition of this by Great Place to Work and Built In Best Places to Work.</li></ul> Of course, the best thing about being part of Udemy is knowing your work makes a difference for people and organizations around the world. You've got the skills; why not use them to help others develop theirs?At Udemy, we value diversity and inclusion and consider qualified applicants without regard to race, color, religion, sex, national origin, ancestry, age, genetic information, sexual orientation, gender identity, marital or family status, veteran status, medical condition, or disability. If you are a candidate with a disability and require reasonable accommodation in order to submit an application, please contact us at recruitingaccommodations@udemy.com. We will consider for employment qualified applicants with arrest and conviction records. Udemy US Benefits Our benefits start with you and were built to provide you and your family with the protection and care you need, making it easy to access the right coverage when you need it most. Here's a sneak peek at just a few highlighted benefits if you're a full-time Udemate based in the United States: <ul><li>Core Benefits: Comprehensive medical, dental, vision, life/AD&D, and disability coverage</li><li>HSA/FSA/Commuter: Pre-tax savings/spending plans, including HSA employer contributions</li><li>Transgender Benefits: Expanded medical coverage for gender-affirming care</li><li>Parental Benefits: Financial assistance for fertility (including egg-freezing), adoption, and surrogacy expenses; twelve weeks of paid family bonding for birth, surrogacy, adoption, and foster placement (plus up to eight to twelve weeks of paid disability leave for birthing parents) as well as a two-week "ease-back" program that enables parents to return part-time at full pay</li><li>Whole U: Fully paid memberships for meditation/mindfulness, therapy/coaching visits, financial planning, fertility and family building, maternity and newborn care, parenting and pediatrics, menopause care, breastmilk shipping, and caregiving support</li><li>Learning: Free access to Udemy and Udemy Business plus a yearly stipend to spend on professional development</li><li>Retirement: Pre-tax and Roth 401(k) plan with an employer contribution</li><li>Charitable Giving: Corporate charitable match for eligible nonprofits and charities</li><li>Vacation: Flexible vacation for salaried Udemates and fifteen days per year for hourly</li><li>Holidays: Twelve paid holidays throughout the year</li></ul> At Udemy, we strive to be transparent around compensation. Actual compensation for this role is based on several factors, including but not limited to job-related skills, qualifications, experience, and specific work location due to differences in the cost of labor. In addition to a base salary, this role is also eligible for benefits and equity. Hiring Compensation Range $122,000-$153,000 USD

Udemy Business Intelligence Interview Guide

Overview

Udemy Business Intelligence Salary

Udemy Business Intelligence Interview Process

Udemy Business Intelligence Interview Questions

Udemy Business Intelligence Jobs