The Logic20/20, Inc. Business Intelligence interview guide, interview questions, salary data, and interview experiences.

Logic20/20, Inc. Business Intelligence Interview Guide

<p>Getting ready for an Business Intelligence interview at Logic20/20, Inc.? The Logic20/20, Inc. 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 Logic20/20, Inc. Business Intelligence roles.</li>
<li>Gain insights into the Business Intelligence interview process at Logic20/20, Inc..</li>
<li>Practice real Logic20/20, Inc. 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 Logic20/20, Inc. Business Intelligence interview.</p>


Getting ready for an Business Intelligence interview at Logic20/20, Inc.? The Logic20/20, Inc. Business Intelligence interview span across 10 to 12 different question topics. In preparing for the interview:

- Know what skills are necessary for Logic20/20, Inc. Business Intelligence roles.
- Gain insights into the Business Intelligence interview process at Logic20/20, Inc..
- Practice real Logic20/20, Inc. 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 Logic20/20, Inc. 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.

Logic20/20, Inc. Business Intelligence Interview Process

<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>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

<p>You have been given a table <code>tbl_numbers</code> with only one column: <code>int_numbers</code>.  It can have one integer number value per row in a sequential manner.</p>

<p>Write a query to return the number repeated by one times its own value.</p>

<p>For example, the integer number 5 would appear five times in the output (1 times 5).</p>

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

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

<p><code>tbl_numbers</code> table</p>

<table>
<thead>
<tr>
<th>int_numbers</th>
</tr>
</thead>

<tbody>
<tr>
<td><code>1</code></td>
</tr>

<tr>
<td><code>2</code></td>
</tr>

<tr>
<td><code>3</code></td>
</tr>

<tr>
<td><code>4</code></td>
</tr>
</tbody>
</table>
<p><strong>Output:</strong></p>

<table>
<thead>
<tr>
<th>seq_numbers</th>
</tr>
</thead>

<tbody>
<tr>
<td><code>1</code></td>
</tr>

<tr>
<td><code>2</code></td>
</tr>

<tr>
<td><code>2</code></td>
</tr>

<tr>
<td><code>3</code></td>
</tr>

<tr>
<td><code>3</code></td>
</tr>

<tr>
<td><code>3</code></td>
</tr>

<tr>
<td><code>4</code></td>
</tr>

<tr>
<td><code>4</code></td>
</tr>

<tr>
<td><code>4</code></td>
</tr>

<tr>
<td><code>4</code></td>
</tr>
</tbody>
</table>


Sequentially Fill in Integers

Logic20/20, Inc. Business Intelligence Interview Questions

<h3>Job Description</h3><div>Job Description<div>Company Description<br><br><p>We’re a nine-time “Best Company to Work For,” where intelligent, talented people come together to do outstanding work—and have a lot of fun while they’re at it. We offer a solution-focused environment full of collaboration and dedication, to our goals and to each other. You’ll have the opportunity to drive your own success in a supportive, globally connected environment. From advanced tools and technology to an immersive company culture, working at Logic20/20 means working on the leading edge, with a community of the right people around you.</p>Job Description<br><br><p>Logic20/20 is seeking a Lead Machine Learning Engineer to lead and support data science teams that are utilizing artificial intelligence and machine learning to predict and analyze computer vision or customer intent models. This is an exciting opportunity to make an impact by leveraging AI and ML techniques to create production level systems through application of machine learning models.  </p><p><strong>What you’ll do:</strong></p><ul><li>Create frameworks to predict a variety of outcomes in different scenarios </li><li>Create models of customer satisfaction that provide detailed insight into what causes a customer to take different actions </li><li>Collaborate with other data scientists and stakeholders on projects </li><li>Develop solutions in R or Python </li><li>Develop production-grade solutions </li><li>Work in Hadoop, Redshift, and Spark </li><li>Translate business and product questions into analytics projects </li><li>Communicate clearly over written and oral channels while translating complex methodologies and analytical results into high-level insights </li></ul>Qualifications<br><br><p><strong>Required:</strong></p><ul><li>5+ years of experience in a data science or machine learning (MLOps) role</li><li>5+ years of experience with Python in a production environment</li><li>Strong experience with AWS: AWS Glue, Sagemaker</li><li>Strong experience with Terraform</li><li>Strong CI/CD experience</li><li>Knowledge of professional enterprise software development and practices including software lifecycle, best coding practices, version control, architecture, testing and deployment </li><li>Familiarity with popular machine learning libraries and frameworks, including TensorFlow, Keras, etc. </li><li>Knowledge of statistics and Machine Learning techniques </li><li>Experience with GitHub</li><li>Experience building data pipelines </li></ul><p><strong>Preferred:</strong></p><ul><li>Master's degree/PhD in computer science or related field </li><li>Ability to build enterprise templates</li><li>Ability to model dashboards</li><li>Ability to monitor models in production</li><li>Azure DevOps</li><li>Ability to implement best practices</li></ul><br><br>Additional Information<br><br><p>All your information will be kept confidential according to EEO guidelines. </p><p>At Logic20/20, we believe in recognizing and rewarding exceptional talent. Logic20/20 offers a competitive compensation package, with a target base salary range of $140,000 - $169,000 for this role. The final base salary offered is dependent on factors such as relevant experience, skills, qualifications, and location. Eligible employees may also qualify for performance-based bonuses and other incentives.</p><div></div><p><strong>Learn more about life at Logic20/20!</strong></p><p>Visit our Life at Logic page to explore our culture, benefits, and what makes Logic20/20 a great place to grow your career!</p><p><strong>Core Values </strong></p><p>At Logic20/20, we are guided by three core values: Drive toward Excellence, Act with Integrity & Foster a Culture of We. These values were generated and agreed upon by our employees—and they help us pursue our goal of being one of the best companies to work for and to work with. Learn more at <span class="long-word">https://www.logic2020.com/company/our</span>-values. </p><p><strong>Equal Opportunity Statement </strong></p><p>We believe that people should be celebrated: for their talents, ideas, and skills, but most of all, for what makes them unique. We prohibit harassment and/or discrimination based on age, race, creed, color, religion, sex, national origin, ancestry, disability status, veteran status, sexual orientation, gender identity or expression, genetic information, marital status, citizenship status, or any other basis as protected by federal, state, or local law. </p><p>To learn more about our DE&I initiatives, please visit: <span class="long-word">https://www.logic2020.com/company/diversity</span>-equity-inclusion  </p><p><strong>Privacy Policy </strong></p><p>During the recruitment and hiring process, we gather, process, and store some of your personal data. We consider data privacy a priority. For further information, please view our company privacy policy. </p></div></div>

We’re a nine-time “Best Company to Work For,” where intelligent, talented people come together to do outstanding work—and have a lot of fun while they’re at it. We offer a solution-focused environment full of collaboration and dedication, to our goals and to each other. You’ll have the opportunity to drive your own success in a supportive, globally connected environment. From advanced tools and technology to an immersive company culture, working at Logic20/20 means working on the leading edge, with a community of the right people around you.
Job Description  Logic20/20 is seeking a Lead Machine Learning Engineer to lead and support data science teams that are utilizing artificial intelligence and machine learning to predict and analyze computer vision or customer intent models. This is an exciting opportunity to make an impact by leveraging AI and ML techniques to create production level systems through application of machine learning models.
What you’ll do:
Create frameworks to predict a variety of outcomes in different scenarios
Create models of customer satisfaction that provide detailed insight into what causes a customer to take different actions
Collaborate with other data scientists and stakeholders on projects
Research and design statistical models to answer target questions, optimize processes and outcomes, and inform decision-making
Develop solutions in R or Python
Develop production-grade solutions
Work in Hadoop, Redshift, and Spark
Translate business and product questions into analytics projects
Communicate clearly over written and oral channels while translating complex methodologies and analytical results into high-level insights
Qualifications   Required:
5+ years of experience in a data science or machine learning (MLOps)role
5+ years of experience with Python in a production environment
3+ years building statistical models/evaluating/Feature selection in a high impact role
Strong experience with AWS: AWS Glue, Sagemaker
Strong experience with Terraform
Strong CI/CD experience
Knowledge of professional enterprise software development and practices including software lifecycle, best coding practices, version control, architecture, testing and deployment
Familiarity with popular machine learning libraries and frameworks, including TensorFlow, Keras, etc.
Knowledge of statistics and Machine Learning techniques
Experience with GitHub
Preferred:
Master's degree/PhD in computer science or related field
Ability to build enterprise templates
Ability to model dashboards
Ability to monitor models in production
Ability to implement best practices
Additional Information  All your information will be kept confidential according to EEO guidelines.
At Logic20/20, we believe in recognizing and rewarding exceptional talent. Logic20/20 offers a competitive compensation package, with a target base salary range of $140,000 - $169,000 for this role. The final base salary offered is dependent on factors such as relevant experience, skills, qualifications, and location. Eligible employees may also qualify for performance-based bonuses and other incentives.
Learn more about life at Logic20/20!
Visit our Life at Logic page to explore our culture, benefits, and what makes Logic20/20 a great place to grow your career!
Core Values
At Logic20/20, weareguidedby three core values: Drive toward Excellence, Act with Integrity & Foster a Culture ofWe.These values were generated and agreed upon by our employees—and they help us pursue our goal of being one of the best companies to work forandto work with.Learn more athttps://www.logic2020.com/company/our-values .
Equal Opportunity Statement
We believe thatpeopleshould be celebrated:for their talents, ideas,and skills, but most of all,for what makes them unique.We prohibit harassment and/or discrimination based onage, race, creed, color, religion, sex, national origin, ancestry, disability status, veteran status, sexual orientation, gender identity or expression, genetic information, marital status, citizenship status,or any other basis as protected by federal, state, or local law.
During the recruitment and hiring process, we gather, process,andstoresome of yourpersonal data.We consider data privacy a priority.For further information, pleaseview ourcompanyprivacy policy .

#J-18808-Ljbffr

<h3>Job Description</h3><div>Job Description<div>Company Description<br><br><p>We’re a nine-time “Best Company to Work For,” where intelligent, talented people come together to do outstanding work—and have a lot of fun while they’re at it. We offer a solution-focused environment full of collaboration and dedication, to our goals and to each other. You’ll have the opportunity to drive your own success in a supportive, globally connected environment. From advanced tools and technology to an immersive company culture, working at Logic20/20 means working on the leading edge, with a community of the right people around you.</p>Job Description<br><br><p>Logic20/20 is seeking a Machine Learning Engineer to support data science teams that are utilizing artificial intelligence and machine learning to predict and analyze computer vision or customer intent models. This is an exciting opportunity to make an impact by leveraging AI and ML techniques to create production level systems through application of machine learning models.  </p><p><strong>What you’ll do:</strong></p><ul><li>Create frameworks to predict a variety of outcomes in different scenarios </li><li>Create models of customer satisfaction that provide detailed insight into what causes a customer to take different actions </li><li>Collaborate with other data scientists and stakeholders on projects </li><li>Research and design statistical models to answer target questions, optimize processes and outcomes, and inform decision-making </li><li>Develop solutions in R or Python </li><li>Develop production-grade solutions </li><li>Work in Hadoop, Redshift, and Spark </li><li>Translate business and product questions into analytics projects </li><li>Communicate clearly over written and oral channels while translating complex methodologies and analytical results into high-level insights </li></ul>Qualifications<br><br><p><strong>Required:</strong></p><ul><li>4+ years of experience in a data science or machine learning (MLOps) role</li><li>4+ years of experience with Python in a production environment</li><li>3+ years building statistical <span class="long-word">models/evaluating/Feature</span> selection in a high impact role </li><li>Strong experience with AWS, AWS Glue, Sagemaker</li><li>Strong experience with Terraform</li><li>Knowledge of professional enterprise software development and practices including software lifecycle, best coding practices, version control, architecture, testing and deployment </li><li>Familiarity with popular machine learning libraries and frameworks, including TensorFlow, Keras, etc. </li><li>Knowledge of statistics and Machine Learning techniques </li><li>Experience with GitHub</li><li>Experience building data pipelines </li></ul><p><strong>Preferred:</strong></p><ul><li>Master's degree/PhD in computer science or related field </li><li>Ability to build enterprise templates</li><li>Ability to model dashboards</li><li>Ability to monitor models in production</li><li>Azure DevOps</li><li>Ability to implement best practices</li></ul><br><br>Additional Information<br><br><p>All your information will be kept confidential according to EEO guidelines. </p><p>At Logic20/20, we believe in recognizing and rewarding exceptional talent. Logic20/20 offers a competitive compensation package, with a target base salary range of $130,000 - $150,000 for this role. The final base salary offered is dependent on factors such as relevant experience, skills, qualifications, and location. Eligible employees may also qualify for performance-based bonuses and other incentives.</p><div></div><p><strong>Learn more about life at Logic20/20!</strong></p><p>Visit our Life at Logic page to explore our culture, benefits, and what makes Logic20/20 a great place to grow your career!</p><p><strong>Core Values </strong></p><p>At Logic20/20, we are guided by three core values: Drive toward Excellence, Act with Integrity & Foster a Culture of We. These values were generated and agreed upon by our employees—and they help us pursue our goal of being one of the best companies to work for and to work with. Learn more at <span class="long-word">https://www.logic2020.com/company/our</span>-values. </p><p><strong>Equal Opportunity Statement </strong></p><p>We believe that people should be celebrated: for their talents, ideas, and skills, but most of all, for what makes them unique. We prohibit harassment and/or discrimination based on age, race, creed, color, religion, sex, national origin, ancestry, disability status, veteran status, sexual orientation, gender identity or expression, genetic information, marital status, citizenship status, or any other basis as protected by federal, state, or local law. </p><p>To learn more about our DE&I initiatives, please visit: <span class="long-word">https://www.logic2020.com/company/diversity</span>-equity-inclusion  </p><p><strong>Privacy Policy </strong></p><p>During the recruitment and hiring process, we gather, process, and store some of your personal data. We consider data privacy a priority. For further information, please view our company privacy policy. </p></div></div>

Company Description
We’re a nine-time “Best Company to Work For,” where intelligent, talented people come together to do outstanding work—and have a lot of fun while they’re at it. We offer a solution-focused environment full of collaboration and dedication, to our goals and to each other. You’ll have the opportunity to drive your own success in a supportive, globally connected environment. From advanced tools and technology to an immersive company culture, working at Logic20/20 means working on the leading edge, with a community of the right people around you.
Job Description Logic20/20 is seeking a Lead Machine Learning Engineer to lead and support data science teams that are utilizing artificial intelligence and machine learning to predict and analyze computer vision or customer intent models. This is an exciting opportunity to make an impact by leveraging AI and ML techniques to create production level systems through application of machine learning models.
What you’ll do:
Create frameworks to predict a variety of outcomes in different scenarios
Create models of customer satisfaction that provide detailed insight into what causes a customer to take different actions
Collaborate with other data scientists and stakeholders on projects
Research and design statistical models to answer target questions, optimize processes and outcomes, and inform decision-making
Develop solutions in R or Python
Develop production-grade solutions
Work in Hadoop, Redshift, and Spark
Translate business and product questions into analytics projects
Communicate clearly over written and oral channels while translating complex methodologies and analytical results into high-level insights
Qualifications  Required:
5+ years of experience in a data science or machine learning (MLOps)role
5+ years of experience with Python in a production environment
3+ years building statistical models/evaluating/Feature selection in a high impact role
Strong experience with AWS: AWS Glue, Sagemaker
Strong experience with Terraform
Strong CI/CD experience
Knowledge of professional enterprise software development and practices including software lifecycle, best coding practices, version control, architecture, testing and deployment
Familiarity with popular machine learning libraries and frameworks, including TensorFlow, Keras, etc.
Knowledge of statistics and Machine Learning techniques
Experience with GitHub
Experience building data pipelines
Preferred:
Master's degree/PhD in computer science or related field
Ability to build enterprise templates
Ability to model dashboards
Ability to monitor models in production
Azure DevOps
Ability to implement best practices
Additional Information All your information will be kept confidential according to EEO guidelines.
At Logic20/20, we believe in recognizing and rewarding exceptional talent. Logic20/20 offers a competitive compensation package, with a target base salary range of $140,000 - $169,000 for this role. The final base salary offered is dependent on factors such as relevant experience, skills, qualifications, and location. Eligible employees may also qualify for performance-based bonuses and other incentives.
Learn more about life at Logic20/20!
Visit our  Life at Logic  page to explore our culture, benefits, and what makes Logic20/20 a great place to grow your career!
Core Values
At Logic20/20, weareguidedby three core values: Drive toward Excellence, Act with Integrity & Foster a Culture ofWe.These values were generated and agreed upon by our employees—and they help us pursue our goal of being one of the best companies to work forandto work with.Learn more at https://www.logic2020.com/company/our-values .
Equal Opportunity Statement
We believe thatpeopleshould be celebrated:for their talents, ideas,and skills, but most of all,for what makes them unique.We prohibit harassment and/or discrimination based onage, race, creed, color, religion, sex, national origin, ancestry, disability status, veteran status, sexual orientation, gender identity or expression, genetic information, marital status, citizenship status,or any other basis as protected by federal, state, or local law.
To learn more about our DE&I initiatives, please visit: https://www.logic2020.com/company/diversity-equity-inclusion
Privacy Policy
During the recruitment and hiring process, we gather, process,andstoresome of yourpersonal data.We consider data privacy a priority.For further information, please view ourcompanyprivacy policy .

#J-18808-Ljbffr

Job Description
As a Data Scientist joining Logic20/20s Advanced Analytics practice, youll transform data into powerful insights capable of driving enlightened decision-making. Youll work closely with the client to understand their business needs, then frame those needs as statistical problems and solve them with leading-edge methodologies. Along the way, youll be a part of a diverse team of machine learning engineers, data engineers, analysts, and technical project managers, each contributing their own unique skillsets in creating world-class solutions.
What youll do:
Learn and deploy new programming languages, algorithms, and applications
Quantify the value of existing data and provide roadmaps for future development
Model knowledge of machine learning techniques and develop solutions in Python, SQL, and/or R
Grasp opportunities to broaden your scope into the realms of data engineering and data visualization
Build models of customer satisfaction that provide detailed insight into what drives customer actions
Research and design statistical models to answer target questions, optimize processes and outcomes, and inform decision-making
Qualifications:
Qualifications
Must have:
5+ years of strong Python experience
2+ years of experience developing and deploying Computer Vision models that operate at scale
Cloud experience with Azure, AWS, and/or GCP
Experience building statistical models
Knowledge of statistics and machine learning techniques
Experience building data pipelines
Strong verbal and written communication skills
Preferred:
Masters degree or PhD in machine learning, statistics, computer science, data mining, math, or any quantitative discipline
Experience working in the utilities industry
Consulting experience
Additional Information
All your information will be kept confidential according to EEO guidelines.
At Logic20/20, we believe in recognizing and rewarding exceptional talent. Logic20/20 offers a competitive compensation package, with a target base salary range of  $120,000 - $162,000.  The final base salary offered is dependent on factors such as relevant experience, skills, qualifications, and location. Eligible employees may also qualify for performance-based bonuses and other incentives
Learn more about life at Logic20/20!
Visit our Life at Logic page to explore our culture, benefits, and what makes Logic20/20 a great place to grow your career!
Core Values
At Logic20/20, we are guided by three core values: Drive toward Excellence, Act with Integrity & Foster a Culture of We. These values were generated and agreed upon by our employeesand they help us pursue our goal of being one of the best companies to work for and to work with. Learn more at https://www.logic2020.com/company/our-values.
Equal Opportunity Statement
We believe that people should be celebrated: for their talents, ideas, and skills, but most of all, for what makes them unique. We prohibit harassment and/or discrimination based on age, race, creed, color, religion, sex, national origin, ancestry, disability status, veteran status, sexual orientation, gender identity or expression, genetic information, marital status, citizenship status, or any other basis as protected by federal, state, or local law.
To learn more about our DE&I initiatives, please visit: https://www.logic2020.com/company/diversity-equity-inclusion
Privacy Policy
During the recruitment and hiring process, we gather, process, and store some of your personal data. We consider data privacy a priority. For further information, please view our company privacy policy.
#J-18808-Ljbffr

Question	Topic	Difficulty	Ask Chance
Slacking Employees Salaries	SQL	Medium	Very High
Player Analysis	SQL	Easy	Very High
Sequentially Fill in Integers	SQL	Hard	Very High

Logic20/20, Inc. Business Intelligence Interview Guide

Overview

Logic20/20, Inc. Business Intelligence Interview Process

Logic20/20, Inc. Business Intelligence Interview Questions

Logic20/20, Inc. Business Intelligence Jobs