The Kohl's Business Intelligence interview guide, interview questions, salary data, and interview experiences.

Kohl's Business Intelligence Interview Guide

<p>Getting ready for an Business Intelligence interview at Kohl's? The Kohl's 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 Kohl's Business Intelligence roles.</li>
<li>Gain insights into the Business Intelligence interview process at Kohl's.</li>
<li>Practice real Kohl's 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 Kohl's Business Intelligence interview.</p>


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

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

Overview

Kohl's Business Intelligence Salary

<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.

Python

Machine Learning

Product Metrics

A/B Testing

Analytics

Statistics

Probability

Algorithms

Kohl's 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>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

<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

Kohl's Business Intelligence Interview Questions

<p>Our purpose is to inspire and empower families to lead fulfilled lives. To succeed, Kohls is seeking Product Managers to drive outcomes while developing and maintaining products and roadmaps across the Kohls ecosystem. The Product Manager II will partner with stakeholders in engineering, design, & business stakeholders to build the Technology products road map based on the company vision. <br> <br>The Product Manager II defines and drives product requirements and minimal viable products. Responsible for planning and execution of assigned product portfolio throughout the product life cycle. Defines and develops new and enhanced system products and features. Collaborates with cross-organization efforts to manage the product backlog. Delivers product features and improves capabilities to enhance customer experience. Have ownership of a higher profile, more complex product. </p> <p><b>Responsibilities </b> </p><ul> <li>In partnership with stakeholders and aligned with the company vision, lead and mentor the balanced team(s) in brainstorming, defining and publishing (high-profile) roadmaps, outcomes, strategies, goals, & metrics to articulate the problem being solved and the hypothesis of the MVP </li><li>Ensure the balanced team clearly understands the problem statements and business outcomes. </li><li>Lead tactical and strategic decision making regarding product functionality </li><li>Lead brainstorming and ideation across business units and product teams </li><li>Be a steward for the long term health of the product by leveraging customer feedback loops, data & business needs to establish & drive outcome based product experiences </li><li>Lead the creation of actionable insights and understanding through the analysis of quantitative and qualitative data </li><li>Review product metrics daily and create/update roadmaps, user stories, and backlogs among a wide range of cross-functional internal and external resources to ensure that products meet documented acceptance criteria </li><li>Communicate effectively with Growth Boards using the tools necessary to help articulate the Product Roadmap </li><li>Proactively conduct market research, and identify new product opportunities while balancing the trade-offs for creating new products with a focus on innovation </li><li>Provides input to budgets and allocations </li></ul> <p><b>Qualifications</b> </p><ul> <li>4+ years of experience in product management </li><li>Bachelor's Degree or equivalent in MIS, Computer Science or related field </li><li>Have worked as a Product Manager on a balanced team </li><li>Have a track record of delivering product experiences that drive expected results and outcomes </li><li>Strong communication and interpersonal skills with both executives and team members </li><li>Ability to travel 10% of the time </li></ul> <p>Addendum </p><ul> <li>In this role, you'll be joining the Allocation team which is a part of the Merchandising Technology Org. This team is working on incorporating Data Science into the way we make decisions as a company and this role will work directly with that Data Science team as their PM. You'll be working closely with the PM overseeing the Allocation product. </li></ul> <p>--</p>

Kohl's Business Intelligence Interview Guide

Overview

Kohl's Business Intelligence Salary

Kohl's Business Intelligence Interview Process

Kohl's Business Intelligence Interview Questions

Kohl's Business Intelligence Jobs