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

Autonation Business Intelligence Interview Guide

<p>Getting ready for an Business Intelligence interview at Autonation? The Autonation Business Intelligence interview span across 10 to 12 different question topics. In preparing for the interview:</p>
<ul>
<li>Know what skills are necessary for Autonation Business Intelligence roles.</li>
<li>Gain insights into the Business Intelligence interview process at Autonation.</li>
<li>Practice real Autonation Business Intelligence interview questions.</li>
</ul>
<p>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 Autonation Business Intelligence interview.</p>


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

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

Overview

<p>We've gathered this data from parsing thousands of interview experiences sourced from members.</p>

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

Autonation Business Intelligence Interview Process

<p>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.</p>

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

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

<p><strong>Example:</strong></p>

<p><strong>Input:</strong></p>

<p><code>bank_transactions</code> table</p>

<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>
<p><strong>Output:</strong></p>

<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

<p>Suppose your company needs to cut costs due to an economic downturn. During a coffee break, you hear a rumor that a lot of money goes to employees who don’t do their work, and you decide to find out if the rumor is true.</p>

<p>Given two tables: <code>employees</code> and <code>projects</code>, find the sum of the salaries of all the employees who didn’t complete any of their projects.</p>

<p>Clarification:</p>

<p>We will consider a project unfinished if it has no end date (its <code>End_dt</code> is <code>NULL</code>).</p>

<p>Given this, we’ll say an employee didn’t finish any of their projects when:</p>

<ul>
<li>They were assigned at least one project.</li>
<li>None of their projects have an <code>End_dt</code>.</li>
</ul>

<p><strong>Example:</strong></p>

<p><strong>Input:</strong></p>

<p><code>employees</code> table</p>

<table>
<thead>
<tr>
<th>id</th>
<th>salary</th>
</tr>
</thead>

<tbody>
<tr>
<td>INTEGER</td>
<td>FLOAT</td>
</tr>
</tbody>
</table>
<p><code>projects</code> table</p>

<table>
<thead>
<tr>
<th>employee_id</th>
<th>project_id</th>
<th>Start_dt</th>
<th>End_dt</th>
</tr>
</thead>

<tbody>
<tr>
<td>INTEGER</td>
<td>INTEGER</td>
<td>DATETIME</td>
<td>DATETIME</td>
</tr>
</tbody>
</table>
<p><strong>Output:</strong></p>

<table>
<thead>
<tr>
<th>total_slack_salary</th>
</tr>
</thead>

<tbody>
<tr>
<td>INTEGER</td>
</tr>
</tbody>
</table>


Find the total salary of slacking employees.

Slacking Employees Salaries

<p>What are the logistic and softmax functions? What is the difference between the two?</p>

<p>What makes them useful for use in logistic regression?</p>


<p>In logistic regression, how is the predicted class determined based on the logistic function?</p>


In logistic regression, how is the predicted class determined based on the logistic function?

Softmax vs Logistic II

<p>What is the key characteristic of the logistic function that makes it useful for mapping continuous values to a probability?</p>


What is the key characteristic of the logistic function that makes it useful for mapping continuous values to a probability?

Softmax vs Logistic I

What are the logistic and softmax functions? What is the difference between the two?

Softmax vs Logistic

Autonation Business Intelligence Interview Questions

AutoNation is one of the largest automotive retailers in the United States, offering innovative products, exceptional services, and comprehensive solutions, empowering our customers to make the best decisions for their needs. With a network of dealerships nationwide strengthened by a recognized brand, we offer a wide variety of new and used vehicles, customer financing, parts, and provide expert maintenance and repair services. Through DRV PNK, we have raised over $40 million for cancer-related causes, demonstrating our commitment to making a positive difference in the lives of our Associates, Customers, and the communities we serve.

So what do you say? Are you ready to be part of something big?
We are seeking a Product Manager to lead the development and optimization of our consumer-facing applications, supporting both our B2C customers and B2B partnerships (Fleets, Partnerships). This role will be critical in driving the growth of our mobile services, ensuring our products continuously evolve to meet market demands and business objectives.

The ideal candidate is a strategic thinker with a strong product management background, capable of balancing customer needs, partner expectations, and business goals. You should have a proven track record of solving complex problems, collaborating across teams, and driving product success from concept to launch. In this role, you will work closely with engineering, design, and marketing teams to deliver innovative and high-impact solutions for our customers and partners. .
WE WILL DEPEND ON THIS PERSON TO

Represent the customer in all internal discussions by continuously learning through customer interviews, qualitative and quantitative testing, and data analytics
Be responsible for defining and prioritizing new product features and ongoing optimizations
Track progress, assess risks, coordinate delivery, and actively communicate to all stakeholders
Break down features into detailed and logical pieces and convert to engineering-ready requirements, writing and prioritizing user stories and defining acceptance criteria
Lead with an infectious entrepreneurial spirit to execute the product roadmap

YOU SHOULD HAVE   Bachelor's degree from a recognized university in a technical, business or marketing-related field
0-3 years of experience in product management or digital marketing
Understanding of Analytics, A/B testing, SEO and SEM best practices
Strong problem-solving skills and storytelling skills, keen sense of customer empathy, self-direction, cross-team communication
A natural, deep curiosity that drives you to learn, investigate, and constantly ask why
Salary TBD.
Exciting Benefits and Perks Await You:

Competitive compensation and 401k matching

Enjoy a healthy work-life balance with insurance plans (health, dental, vision) and maternity benefits.

Associate purchase and discount programs for new and pre-owned vehicles, services, parts, collision, accessories, and AutoGear

Access amazing deals and discounts through YouDecide, a website with offers from top providers and retailers

Join our DRVPNK mission to raise and donate millions of dollars to cancer research and treatment, partnering with cancer charities nationwide

AutoNation is committed to creating a diverse, equitable, and inclusive environment in our workplace and the services we provide. We welcome candidates from all backgrounds who are passionate about making a positive impact. Even if you do not meet every requirement, we encourage you to apply. Join our team and help us foster a culture of belonging while contributing to our revolutionary work in the automotive industry. We value innovation, teamwork, and a commitment to making a positive impact in the world.

AutoNation is one of the largest automotive retailers in the United States, offering innovative products, exceptional services, and comprehensive solutions, empowering our customers to make the best decisions for their needs. With a network of dealerships nationwide strengthened by a recognized brand, we offer a wide variety of new and used vehicles, customer financing, parts, and provide expert maintenance and repair services. Through DRV PNK, we have raised over $40 million for cancer-related causes, demonstrating our commitment to making a positive difference in the lives of our Associates, Customers, and the communities we serve.

So what do you say? Are you ready to be part of something big?
AutoNation is one of the largest automotive retailers in the United States, offering innovative products, exceptional services, and comprehensive solutions, empowering our customers to make the best decisions for their needs. With a network of dealerships nationwide strengthened by a recognized brand, we offer a wide variety of new and used vehicles, customer financing, parts, and provide expert maintenance and repair services. Through DRV PNK, we have raised over $40 million for cancer-related causes, demonstrating our commitment to making a positive difference in the lives of our Associates, Customers, and the communities we serve.

So what do you say? Are you ready to be part of something big?  The Internal Audit Analytics Manager is responsible for execution of operational and financial control audit projects across the entire company. The Audit Manager will work closely with Corporate, Region and Shared Service Center finance team management.
Job Responsibilities:
Lead, risk assess, plan, execute and report on all aspects of audit projects
Evaluate internal control environments including people, processes and technology
Analyze, test and evaluate large data files
Utilize technology resources to perform data analytics to identify unusual trends or practices
Identify and investigate irregular transactions or business practices
Write audit reports and present reports to Senior Management
Remain current with accounting and operating policies and accounting systems
Build and maintain effective professional relationships within Company to assure a strong working knowledge of current business issues and risks
Mandatory Qualifications:
Certified Public Accountant or equivalent
4 to 7 years public accounting or equivalent
BS in Accounting or comparable
Strong verbal and written communication skills
Strong analytic and data analysis skills
Demonstrated ability to perform technology-based data mining and analytics
High degree of personal and professional integrity and maturity
Willingness to travel (approximately 15%)
Ability to successfully function with remotely located supervisors
Ability to work in a highly dynamic, visible and challenging position without day-to-day supervision
Ability to readily move into other Corporate, Region or SSC finance positions for career development
High proficiency in Microsoft Word, Excel, PowerPoint, Access
Preferred Qualifications:
Automotive retail audit experience
Master’s Degree and/or MBA
Fraud or forensic investigative experience
HFM/Essbase/PeopleSoft Systems experience
ADP DMS / Datawarehouse experience
Python/Tableau/Power BI - intermediate skills
Exciting Benefits and Perks Await You:
Competitive compensation and 401k matching
Enjoy a healthy work-life balance with insurance plans (health, dental, vision) and maternity benefits.
Associate purchase and discount programs for new and pre-owned vehicles, services, parts, collision, accessories, and AutoGear
Access amazing deals and discounts through YouDecide, a website with offers from top providers and retailers
Join our DRVPNK mission to raise and donate millions of dollars to cancer research and treatment, partnering with cancer charities nationwide
AutoNation is committed to creating a diverse, equitable, and inclusive environment in our workplace and the services we provide. We welcome candidates from all backgrounds who are passionate about making a positive impact. Even if you do not meet every requirement, we encourage you to apply. Join our team and help us foster a culture of belonging while contributing to our revolutionary work in the automotive industry. We value innovation, teamwork, and a commitment to making a positive impact in the world.
Exciting Benefits and Perks Await You:      Competitive compensation and 401k matching

Enjoy a healthy work-life balance with insurance plans (health, dental, vision) and maternity benefits.

Associate purchase and discount programs for new and pre-owned vehicles, services, parts, collision, accessories, and AutoGear

Access amazing deals and discounts through YouDecide, a website with offers from top providers and retailers

Join our DRVPNK mission to raise and donate millions of dollars to cancer research and treatment, partnering with cancer charities nationwide

AutoNation is committed to creating a diverse, equitable, and inclusive environment in our workplace and the services we provide. We welcome candidates from all backgrounds who are passionate about making a positive impact. Even if you do not meet every requirement, we encourage you to apply. Join our team and help us foster a culture of belonging while contributing to our revolutionary work in the automotive industry. We value innovation, teamwork, and a commitment to making a positive impact in the world.

<p>AutoNation is one of the largest automotive retailers in the United States, offering innovative products, exceptional services, and comprehensive solutions, empowering our customers to make the best decisions for their needs. With a network of dealerships nationwide strengthened by a recognized brand, we offer a wide variety of new and used vehicles, customer financing, parts, and provide expert maintenance and repair services. Through DRV PNK, we have raised over $40 million for cancer-related causes, demonstrating our commitment to making a positive difference in the lives of our Associates, Customers, and the communities we serve.<br /><br />So what do you say? Are you ready to be part of something big?</p><p></p><p></p>We are seeking a Product Manager to lead the development and optimization of our consumer-facing applications, supporting both our B2C customers and B2B partnerships (Fleets, Partnerships). This role will be critical in driving the growth of our mobile services, ensuring our products continuously evolve to meet market demands and business objectives.<br /><br />The ideal candidate is a strategic thinker with a strong product management background, capable of balancing customer needs, partner expectations, and business goals. You should have a proven track record of solving complex problems, collaborating across teams, and driving product success from concept to launch. In this role, you will work closely with engineering, design, and marketing teams to deliver innovative and high-impact solutions for our customers and partners.<p>.</p><br /><br /><b>WE WILL DEPEND ON THIS PERSON TO</b><br /><br /><ul><li>Represent the customer in all internal discussions by continuously learning through customer interviews, qualitative and quantitative testing, and data analytics </li><li>Be responsible for defining and prioritizing new product features and ongoing optimizations </li><li>Track progress, assess risks, coordinate delivery, and actively communicate to all stakeholders </li><li>Break down features into detailed and logical pieces and convert to engineering-ready requirements, writing and prioritizing user stories and defining acceptance criteria </li><li>Lead with an infectious entrepreneurial spirit to execute the product roadmap </li></ul><br /><br /><b> <br /> <br />YOU SHOULD HAVE</b><br /><br /><ul><li>Bachelor’s degree from a recognized university in a technical, business or marketing-related field </li><li>0-3 years of experience in product management or digital marketing </li><li>Understanding of Analytics, A/B testing, SEO and SEM best practices </li><li>Strong problem-solving skills and storytelling skills, keen sense of customer empathy, self-direction, cross-team communication </li><li>A natural, deep curiosity that drives you to learn, investigate, and constantly ask why </li></ul><p></p><p></p><p>Salary TBD.</p><p></p><p></p><br /><br /><br /><br /><br /><br /><b>Exciting Benefits and Perks Await You:</b><br /><br /><ul><li><p>Competitive compensation and 401k matching</p></li><li><p>Enjoy a healthy work-life balance with insurance plans (health, dental, vision) and maternity benefits.</p></li><li><p>Associate purchase and discount programs for new and pre-owned vehicles, services, parts, collision, accessories, and AutoGear</p></li><li><p>Access amazing deals and discounts through YouDecide, a website with offers from top providers and retailers</p></li><li><p>Join our DRVPNK mission to raise and donate millions of dollars to cancer research and treatment, partnering with cancer charities nationwide</p></li></ul>

<p>AutoNation is committed to creating a diverse, equitable, and inclusive environment in our workplace and the services we provide. We welcome candidates from all backgrounds who are passionate about making a positive impact. Even if you do not meet every requirement, we encourage you to apply. Join our team and help us foster a culture of belonging while contributing to our revolutionary work in the automotive industry. We value innovation, teamwork, and a commitment to making a positive impact in the world.</p>

Autonation Business Intelligence Interview Guide

Overview

Autonation Business Intelligence Interview Process

Autonation Business Intelligence Interview Questions

Autonation Business Intelligence Jobs