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

White cap Business Intelligence Interview Guide

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


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

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

Overview

White cap 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.

White cap 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>You’ve been asked to analyze the player’s behaviors at a gaming company.</p>

<p>Write a query to get the number of players who played between 5 and 10 games (5 and 10 excluded), and the number of players who played 10 games or more.</p>

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

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

<p><strong><code>players</code></strong> table</p>

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

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

<tr>
<td>name</td>
<td>VARCHAR</td>
</tr>

<tr>
<td>games_played</td>
<td>INTEGER</td>
</tr>

<tr>
<td>registered_at</td>
<td>TIMESTAMP</td>
</tr>
</tbody>
</table>
<p><strong>Output:</strong></p>

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

<tbody>
<tr>
<td>players_more_than_5_to_10_games</td>
<td>INTEGER</td>
</tr>

<tr>
<td>players_10_plus_games</td>
<td>INTEGER</td>
</tr>
</tbody>
</table>


Obtain count of players based on games played.

Player Analysis

White cap Business Intelligence Interview Questions

<div>
<p>A position at White Cap isn’t your ordinary job. You’ll work in an exciting and diverse environment, meet interesting people, and have a variety of career opportunities.</p>
<p>The White Cap family is committed to Building Trust on Every Job. We do this by being deeply knowledgeable, fully capable, and always dependable, and our associates are the driving force behind this commitment.</p>
<p><b>Job Summary</b></p>
<p>Responsible for designing, implementing, and managing the data architecture of the organization. Develops and maintains the data infrastructure to align with business goals, industry standards, and ensures efficient data management and analysis. Collaborates with senior leadership, research, marketing & sales, architects, and developers to design, build, and deploy data warehouse solutions and reporting tools to meet analytical needs.</p>
<p><b>Major Tasks, Responsibilities and Key Accountabilities</b></p>
<ul>
<li>Develop and execute data strategy aligned with organizational objectives by collaborating with stakeholders to understand business goals. Define and document data architecture principles, standards, and guidelines to ensure efficient data management.</li>
<li>Design, create, and maintain conceptual, logical, and physical data models to meet business requirements including data modeling, governance, warehouse aggregation, and BI tooling. Develop and manage an enterprise-wide data dictionary and metadata repository efficiently to support diverse data needs across our cutting-edge data platform.</li>
<li>Evaluate, select, implement, and manage database technologies based on performance, scalability, and business needs. Stay informed about emerging technologies, tools, and trends in data architecture to enhance platform scalability, resilience, and reliability, and collaborate across the team to implement innovative solutions.</li>
<li>Design, implement, and maintain data integration processes, including ETL (Extract, Transform, Load) processes, to ensure seamless data flow between systems. Establish and enforce data governance policies and procedures, define data quality standards, monitor adherence, provide training on data architecture best practices. Create and maintain documentation for data architecture and related processes.</li>
<li>Implement and enforce data security measures to protect sensitive information. Ensure compliance with data privacy regulations and industry standards.</li>
<li>Optimize database performance to ensure efficient data access and processing, utilizing exploratory analytics and data mining to drive innovative data utilization strategies. Troubleshoot and resolve data-related performance issues to maintain optimal system functionality.</li>
<li>Facilitate collaboration among cross-functional teams, including developers, analysts, and business stakeholders, to design scalable systems. Effectively communicate complex technical concepts to non-technical stakeholders to ensure understanding and alignment.</li>
</ul>
<p><b>Nature and Scope</b></p>
<ul>
<li>Collaborates and consults with executives on complex and multi-dimensional business matters. Evaluates novel problems to determine solutions characterized by technical depth and breadth and the understanding of industry and business dynamics. Decisions and guidance at this level produce high risk and high impact actions that change the strategic course of the business.</li>
<li>Influences business decisions made by leadership. Recommends operational strategies and plans with direct impact on results. Acts as a strategic advisor to top management. Typically operates with broad latitude in a complex environment.</li>
<li>Provides technical training to others as needed at all levels of the organization. Mentors staff and advises management on key technical strategies. This position does not have supervisory or management responsibilities.</li>
</ul>
<p><b>Work Environment</b></p>
<ul>
<li>Located in a comfortable indoor area. Any unpleasant conditions would be infrequent and not objectionable.</li>
<li>Most of the time is spent sitting in a comfortable position and there is frequent opportunity to move about. On rare occasions there may be a need to move or lift light articles.</li>
<li>Typically requires overnight travel less than 10% of the time.</li>
</ul>
<p><b>Education and Experience</b></p>
<ul>
<li>Typically requires a PhD degree and 15+ years of specialized experience in a related field OR MS/MA and generally 10+ years of experience in a related field. Maintains a deep level of technical expertise that drives business and executive decisions.</li>
</ul>
<p><b>Preferred Qualifications</b></p>
<ul>
<li>Master’s degree in Computer Science, Information Technology, or a related field.</li>
<li>10+ years proven experience as a Data Architect or in a similar role - REQUIRED.</li>
<li>5+ years of experience with cloud data technologies including Azure, Snowflake, AWS, Apache Airflow - REQUIRED.</li>
<li>Must have a track record of building solid and effective working relationships and trust of IT leaders.</li>
<li>Strong knowledge of database management systems and data integration technologies. Experienced in one or more automation and scheduling tools (for example Redwood, Airflow, etc.)</li>
<li>Experience with programming languages – SQL, Python, and AWS Glue.</li>
<li>Deep understanding of API connectivity and data streaming architecture.</li>
<li>This person will sit on the Architecture Tech Review Board with a focus on data and how it fits in our overall architecture.</li>
</ul>
<p>If you’re looking to play a role in building America, consider one of our open opportunities. We can’t wait to meet you.</p>
<p><b>Functional Area</b> Information Technology</p>
<p><b>Recruiter</b> Haynes, Steven</p>
<p><b>Req ID</b> WCJR-021634</p>
<p>White Cap is an Equal Opportunity Minority/Female/Individuals with Disabilities/Protected Veteran and Affirmative Action Employer. White Cap considers for employment and hires qualified candidates without regard to age, race, religion, color, sex, sexual orientation, gender, gender identity, national origin, ancestry, citizenship, protected veteran or disability status or any factor prohibited by law.</p>
</div>
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White cap Business Intelligence Interview Guide

Overview

White cap Business Intelligence Salary

White cap Business Intelligence Interview Process

White cap Business Intelligence Interview Questions

White cap Business Intelligence Jobs