Prepare for and practice interview questions from Brightspeed.

Brightspeed Interview Questions

Brightspeed Interview Guides

Let’s say that your company is running a standard control and variant AB test on a feature to increase conversion rates on the landing page. The PM checks the results and finds a .04 p-value.

How would you assess the validity of the result?

Experiment Validity

You are testing hundreds of hypotheses with many t-tests. What considerations should be made?

What is a key disadvantage of the F-test when compared to multiple t-tests?

What is a key disadvantage of the F-test when compared to multiple t-tests?

Hundreds of Hypotheses

You are testing hundreds of hypotheses with many t-tests. What considerations should be made?

Let’s say we have a table with an <code>id</code> and <code>name</code> fields. The table holds over 100 million rows and we want to sample a random row in the table without throttling the database.

Write a query to randomly sample a row from this table.

Input:

<code>big_table</code> table

<table>
<thead>
<tr>
<th>Columns</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>

Write a query to randomly sample a row from a big table.

Random SQL Sample

Brightspeed Salaries by Position

Company Description At Brightspeed, we are reimagining how people live, work, play and connect by providing fast, reliable internet connections and an awesome customer experience in twenty states throughout the Midwest and South. Backed by funds managed by Apollo Global Management, our vision is to accelerate the upgrade of copper to fiber optic technologies, bringing faster and more reliable internet service to many rural markets traditionally underserved by broadband providers, while delivering best-in-class customer experience. Be a part of the team that will make this vision a reality....designing and building a world class fiber network and creating a customer experience second to none. Check us out on the web! Job Description We are looking for a Regional Sales Reporting, Budgeting and Analytics Manager to join our growing team! In this role, you will lead critical financial analysis, reporting, and budget management efforts. Your insights will directly influence strategic decision-making, operational efficiency, and financial health, ensuring our continued growth and success. <ul><li>Sales Reporting: Lead preparation and analysis of sales and other channel KPI reports, ensuring accuracy and compliance for both Vendor and Regional Sales teams</li><li>Budgeting and Forecasting: Manage annual budgeting and objective setting processes, provide forecasts to Strategy team, and conduct variance analysis</li><li>Vendor Compensation: Serve as interface for Vendor compensation appeals, issues</li><li>Strategic Insights: Conduct detailed financial analysis of detailed sales metrics and present recommendations to senior management</li><li>Data Analytics: Utilize advanced analytics to derive actionable insights and develop performance dashboards</li><li>Process Improvement: Streamline reporting processes and enhance financial models for improved efficiency</li><li>Lead Management: You will collaborate with the Martech team to oversee all aspects of leads: accuracy, delivery, refreshes, etc.</li></ul> As a Regional Sales Reporting, Budgeting and Analytics Manager, your duties and responsibilities will include: <ul><li>Drive strategic decision-making through insightful financial analysis and reporting</li><li>Optimize resource allocation and operational efficiency through effective budget management</li><li>Enhance customer experience and service delivery through data-driven insights</li><li>Foster a culture of excellence in financial planning and analytics across the organization</li></ul> Qualifications WHAT IT TAKES TO CATCH OUR EYE: <ul><li>Proficient in data visualization tools (e.g., Tableau, Power BI) </li><li>Expert skills in Microsoft Excel (including advanced formulas, pivot tables, and VBA)</li><li>Excel in translating financial insights into strategic recommendations</li><li>Have working knowledge of SQL or other query languages preferred</li><li>Communicate effectively with diverse stakeholders</li><li>Thrive in a dynamic environment and can manage multiple priorities</li><li>Proficient in financial modeling, data analysis tools, and ERP systems (e.g., SAP, Oracle)</li><li>Uphold high ethical standards in financial reporting and analysis</li><li>Experienced with Salesforce or other CRM platforms (e.g., Spotio, Opendoor Solutions)</li><li>Have the ability to create clear, compelling, and visually appealing PowerPoint presentations, effectively communicating complex financial insights and sale performance results to senior management</li></ul> #LI-SS1 Additional Information WHY JOIN US? We aspire to contemporary ways of working. Recognized as a Top Workplace by the Charlotte Observer, Brightspeed HQ is located on the 7th floor of the new Vantage South End - East Tower in Charlotte, NC. We prioritize hiring talent in the Charlotte area, whenever possible, to make it a truly vibrant destination for our hybrid workforce. At Brightspeed, we have roles that are designated as remote, hybrid, office or field-based, depending on the position, business needs and individual circumstances. We also invest in technology that enables our entire team to stay connected. Why? Because Brightspeed recognizes the value of finding the best talent for the job, wherever they may be. We offer competitive compensation and comprehensive benefits. Our benefits and paid time off programs reflect our underlying belief in promoting overall wellness through physical, emotional and financial health. Brightspeed offers a comprehensive benefit program, including competitive medical, dental, vision, and life insurance; an employee assistance program; a 401K plan with company match and a host of voluntary benefits. Diversity, equity and inclusion are at the center of our grounding belief in Being Real. When we bring our authentic selves to work, everyone is better as a result. A diverse team helps us be fierce advocates for more accessible, inclusive and high-quality internet, because we believe doing so promotes equity in the communities we serve. Brightspeed is an Equal Opportunity Employer/Veterans/Disabled For all applicants, please take a moment to review our Privacy Notices: <ul><li>Brightspeed's Privacy Notice for California Residents</li><li>Brightspeed's Privacy Notice</li></ul> Videos To Watch https://vimeo.com/681585068

Company Description At Brightspeed, we are reimagining how people live, work, play and connect by providing fast, reliable internet connections and an awesome customer experience in twenty states throughout the Midwest and South. Backed by funds managed by Apollo Global Management, our vision is to accelerate the upgrade of copper to fiber optic technologies, bringing faster and more reliable internet service to many rural markets traditionally underserved by broadband providers, while delivering best-in-class customer experience. Be a part of the team that will make this vision a reality....designing and building a world class fiber network and creating a customer experience second to none. Check us out on the web! Job Description We are looking for a Corporate Transformation Analytics Manager to join our growing team. In this position, you will accelerate value creation from existing initiatives via deep analytical skills/strategic problem-solving to remove roadblocks/establish enablers and define incremental initiatives to bridge value gap. As a Corporate Transformation Analytics Manager, your duties and responsibilities will include: <ul><li>Initiative accelerants<ul><li>Identify gaps between existing transformation initiatives and budget / long-range plan targets</li><li>Diagnose major roadblocks to initiatives, find root causes and design plans to address</li></ul></li><li>Cross-departmental Initiative Enablers<ul><li>Partner with initiative owners to understand success factors and critical enablers</li><li>Identify and establish cross-initiative, organization-level enablers (e.g., change management, analytics)</li></ul></li><li>Incremental Initiatives<ul><li>Identify opportunities, over and above current initiatives, to realize and surpass annual targets</li><li>Validate, quantify, and define implementation plan before handing over execution to an initiative lead</li></ul></li><li>Program strategic review<ul><li>Risk assessment of the overall value creation plan</li><li>Proactively identify ways to continuously improve existing transformation program and to mitigate its risks</li></ul></li><li>Analytics<ul><li>Provide actionable insights and modeling to improve strategy and performance</li><li>Develop dashboards, executive summaries, and weekly/monthly reports to measure against KPIs and market dynamics</li><li>Create models capturing the value proposition that drives clear ROI to customers and businesses</li></ul></li><li>Executive Communication<ul><li>Prepare comprehensive reports in coordination with the rest of the Transformation team and presentations summarizing the status of transformation initiatives, including key milestones, achievements and challenges</li><li>Present findings to senior leadership and stakeholders, providing actionable insights and recommendations for improvement</li></ul></li></ul> Qualifications WHAT IT TAKES TO CATCH OUR EYE: <ul><li>Required experience<ul><li>5+ years of experience in a top tier strategy consulting firm</li><li>8+ years of relevant experience and career progression</li></ul></li><li>Structured problem solving & strong analytical skills<ul><li>Structure ambiguous problems and take action to solve them</li><li>Synthesize clear takeaways from complex information into clear takeaways and recommendations using both qualitative and quantitative methods</li><li>Ability to navigate ambiguous problem contexts and identify relevant issues/resolutions through a structured process</li><li>Excellent quantitative skills and data driven decision making capabilities</li></ul></li><li>Stakeholder Management<ul><li>Proven experience in complex programmatic change leadership, with the ability to run multiple transformational programs simultaneously and deliver high-quality results and business value</li></ul></li><li>Strong executive communication / presence<ul><li>Ability to clearly articulate insights (verbal & written)</li></ul></li><li>Unwavering focus on results while creating strong relationships<ul><li>Ability to work effectively in a fast-paced, dynamic environment, managing multiple priorities and deadlines simultaneously</li></ul></li><li>Track-record of academic rigor<ul><li>Bachelor's or Master's Degree in Business Administration, Engineering, Computer Science, or related field at a leading university</li></ul></li></ul> BONUS POINTS FOR: <ul><li>Telecom experience<ul><li>Understands wireline telco financials and drivers</li><li>Familiar with telco operations and associated KPIs</li><li>Understanding of US fiber market</li></ul></li></ul> #LI-SS1 Additional Information WHY JOIN US? We aspire to contemporary ways of working. Recognized as a Top Workplace by the Charlotte Observer, Brightspeed HQ is located on the 7th floor of the new Vantage South End - East Tower in Charlotte, NC. We prioritize hiring talent in the Charlotte area, whenever possible, to make it a truly vibrant destination for our hybrid workforce. At Brightspeed, we have roles that are designated as remote, hybrid, office or field-based, depending on the position, business needs and individual circumstances. We also invest in technology that enables our entire team to stay connected. Why? Because Brightspeed recognizes the value of finding the best talent for the job, wherever they may be. We offer competitive compensation and comprehensive benefits. Our benefits and paid time off programs reflect our underlying belief in promoting overall wellness through physical, emotional and financial health. Brightspeed offers a comprehensive benefit program, including competitive medical, dental, vision, and life insurance; an employee assistance program; a 401K plan with company match and a host of voluntary benefits. Diversity, equity and inclusion are at the center of our grounding belief in Being Real. When we bring our authentic selves to work, everyone is better as a result. A diverse team helps us be fierce advocates for more accessible, inclusive and high-quality internet, because we believe doing so promotes equity in the communities we serve. Brightspeed is an Equal Opportunity Employer/Veterans/Disabled For all applicants, please take a moment to review our Privacy Notices: <ul><li>Brightspeed's Privacy Notice for California Residents</li><li>Brightspeed's Privacy Notice</li></ul> Videos To Watch https://vimeo.com/681585068

<h3>Job Description</h3><div>Job Description<div>Company Description At Brightspeed, we are reimagining how people live, work, play and connect by providing fast, reliable internet connections and an awesome customer experience in twenty states throughout the Midwest and South.Backed by funds managed by Apollo Global Management, our vision is to accelerate the upgrade of copper to fiber optic technologies, bringing faster and more reliable internet service to many rural markets traditionally underserved by broadband providers, while delivering best-in-class customer experience.  Be a part of the team that will make this vision a reality….designing and building a world class fiber network and creating a customer experience second to none.Check us out on the web!  Job Description We are looking for a Corporate Transformation Analytics Manager to join our growing team. In this position, you will accelerate value creation from existing initiatives via deep analytical skills/strategic problem-solving to remove roadblocks/establish enablers and define incremental initiatives to bridge value gap.As a Corporate Transformation Analytics Manager, your duties and responsibilities will include:<ul><li>Initiative accelerants<ul><li>Identify gaps between existing transformation initiatives and budget / long-range plan targets</li><li>Diagnose major roadblocks to initiatives, find root causes and design plans to address</li></ul></li><li>Cross-departmental Initiative Enablers<ul><li>Partner with initiative owners to understand success factors and critical enablers</li><li>Identify and establish cross-initiative, organization-level enablers (e.g., change management, analytics)</li></ul></li><li>Incremental Initiatives<ul><li>Identify opportunities, over and above current initiatives, to realize and surpass annual targets</li><li>Validate, quantify, and define implementation plan before handing over execution to an initiative lead</li></ul></li><li>Program strategic review<ul><li>Risk assessment of the overall value creation plan</li><li>Proactively identify ways to continuously improve existing transformation program and to mitigate its risks</li></ul></li><li>Analytics<ul><li>Provide actionable insights and modeling to improve strategy and performance</li><li>Develop dashboards, executive summaries, and weekly/monthly reports to measure against KPIs and market dynamics</li><li>Create models capturing the value proposition that drives clear ROI to customers and businesses</li></ul></li><li>Executive Communication<ul><li>Prepare comprehensive reports in coordination with the rest of the Transformation team and presentations summarizing the status of transformation initiatives, including key milestones, achievements and challenges</li><li>Present findings to senior leadership and stakeholders, providing actionable insights and recommendations for improvement</li></ul></li></ul>Qualifications WHAT IT TAKES TO CATCH OUR EYE:<ul><li>Required experience<ul><li>5+ years of experience in a top tier strategy consulting firm</li><li>8+ years of relevant experience and career progression</li></ul></li><li>Structured problem solving & strong analytical skills<ul><li>Structure ambiguous problems and take action to solve them</li><li>Synthesize clear takeaways from complex information into clear takeaways and recommendations using both qualitative and quantitative methods</li><li>Ability to navigate ambiguous problem contexts and identify relevant issues/resolutions through a structured process</li><li>Excellent quantitative skills and data driven decision making capabilities</li></ul></li><li>Stakeholder Management<ul><li>Proven experience in complex programmatic change leadership, with the ability to run multiple transformational programs simultaneously and deliver high-quality results and business value</li></ul></li><li>Strong executive communication / presence<ul><li>Ability to clearly articulate insights (verbal & written)</li></ul></li><li>Unwavering focus on results while creating strong relationships<ul><li>Ability to work effectively in a fast-paced, dynamic environment, managing multiple priorities and deadlines simultaneously</li></ul></li><li>Track-record of academic rigor<ul><li>Bachelor’s or Master's Degree in Business Administration, Engineering, Computer Science, or related field at a leading university</li></ul></li></ul>BONUS POINTS FOR:<ul><li>Telecom experience<ul><li>Understands wireline telco financials and drivers</li><li>Familiar with telco operations and associated KPIs</li><li>Understanding of US fiber market</li></ul></li></ul> #LI-SS1 Additional Information <div></div>WHY JOIN US?We aspire to contemporary ways of working.Recognized as a Top Workplace by the Charlotte Observer, Brightspeed HQ is located on the 7th floor of the new Vantage South End - East Tower in Charlotte, NC. We prioritize hiring talent in the Charlotte area, whenever possible, to make it a truly vibrant destination for our hybrid workforce. At Brightspeed, we have roles that are designated as remote, hybrid, office or field-based, depending on the position, business needs and individual circumstances. We also invest in technology that enables our entire team to stay connected. Why? Because Brightspeed recognizes the value of finding the best talent for the job, wherever they may be.We offer competitive compensation and comprehensive benefits.Our benefits and paid time off programs reflect our underlying belief in promoting overall wellness through physical, emotional and financial health. Brightspeed offers a comprehensive benefit program, including competitive medical, dental, vision, and life insurance; an employee assistance program; a 401K plan with company match and a host of voluntary benefits. Diversity, equity and inclusion are at the center of our grounding belief in Being Real. When we bring our authentic selves to work, everyone is better as a result. A diverse team helps us be fierce advocates for more accessible, inclusive and high-quality internet, because we believe doing so promotes equity in the communities we serve.Brightspeed is an Equal Opportunity Employer/Veterans/DisabledFor all applicants, please take a moment to review our Privacy Notices:  <ul><li>Brightspeed’s Privacy Notice for California Residents</li><li>Brightspeed’s Privacy Notice</li></ul></div></div>

<h3>Job Description</h3><div>Job Description<div>Company Description At Brightspeed, we are reimagining how people live, work, play and connect by providing fast, reliable internet connections and an awesome customer experience in twenty states throughout the Midwest and South.Backed by funds managed by Apollo Global Management, our vision is to accelerate the upgrade of copper to fiber optic technologies, bringing faster and more reliable internet service to many rural markets traditionally underserved by broadband providers, while delivering best-in-class customer experience.  Be a part of the team that will make this vision a reality….designing and building a world class fiber network and creating a customer experience second to none.Check us out on the web!  Job Description We are looking for a Regional Sales Reporting, Budgeting and Analytics Manager to join our growing team! In this role, you will lead critical financial analysis, reporting, and budget management efforts. Your insights will directly influence strategic decision-making, operational efficiency, and financial health, ensuring our continued growth and success.<ul><li>Sales Reporting: Lead preparation and analysis of sales and other channel KPI reports, ensuring accuracy and compliance for both Vendor and Regional Sales teams</li><li>Budgeting and Forecasting: Manage annual budgeting and objective setting processes, provide forecasts to Strategy team, and conduct variance analysis</li><li>Vendor Compensation: Serve as interface for Vendor compensation appeals, issues</li><li>Strategic Insights: Conduct detailed financial analysis of detailed sales metrics and present recommendations to senior management</li><li>Data Analytics: Utilize advanced analytics to derive actionable insights and develop performance dashboards</li><li>Process Improvement: Streamline reporting processes and enhance financial models for improved efficiency</li><li>Lead Management: You will collaborate with the Martech team to oversee all aspects of leads: accuracy, delivery, refreshes, etc.</li></ul>As a Regional Sales Reporting, Budgeting and Analytics Manager, your duties and responsibilities will include:<ul><li>Drive strategic decision-making through insightful financial analysis and reporting</li><li>Optimize resource allocation and operational efficiency through effective budget management</li><li>Enhance customer experience and service delivery through data-driven insights</li><li>Foster a culture of excellence in financial planning and analytics across the organization</li></ul>Qualifications WHAT IT TAKES TO CATCH OUR EYE:<ul><li>Proficient in data visualization tools (e.g., Tableau, Power BI) </li><li>Expert skills in Microsoft Excel (including advanced formulas, pivot tables, and VBA)</li><li>Excel in translating financial insights into strategic recommendations</li><li>Have working knowledge of SQL or other query languages preferred</li><li>Communicate effectively with diverse stakeholders</li><li>Thrive in a dynamic environment and can manage multiple priorities</li><li>Proficient in financial modeling, data analysis tools, and ERP systems (e.g., SAP, Oracle)</li><li>Uphold high ethical standards in financial reporting and analysis</li><li>Experienced with Salesforce or other CRM platforms (e.g., Spotio, Opendoor Solutions)</li><li>Have the ability to create clear, compelling, and visually appealing PowerPoint presentations, effectively communicating complex financial insights and sale performance results to senior management</li></ul> #LI-SS1 Additional Information <div></div>WHY JOIN US?We aspire to contemporary ways of working.Recognized as a Top Workplace by the Charlotte Observer, Brightspeed HQ is located on the 7th floor of the new Vantage South End - East Tower in Charlotte, NC. We prioritize hiring talent in the Charlotte area, whenever possible, to make it a truly vibrant destination for our hybrid workforce. At Brightspeed, we have roles that are designated as remote, hybrid, office or field-based, depending on the position, business needs and individual circumstances. We also invest in technology that enables our entire team to stay connected. Why? Because Brightspeed recognizes the value of finding the best talent for the job, wherever they may be.We offer competitive compensation and comprehensive benefits.Our benefits and paid time off programs reflect our underlying belief in promoting overall wellness through physical, emotional and financial health. Brightspeed offers a comprehensive benefit program, including competitive medical, dental, vision, and life insurance; an employee assistance program; a 401K plan with company match and a host of voluntary benefits. Diversity, equity and inclusion are at the center of our grounding belief in Being Real. When we bring our authentic selves to work, everyone is better as a result. A diverse team helps us be fierce advocates for more accessible, inclusive and high-quality internet, because we believe doing so promotes equity in the communities we serve.Brightspeed is an Equal Opportunity Employer/Veterans/DisabledFor all applicants, please take a moment to review our Privacy Notices:  <ul><li>Brightspeed’s Privacy Notice for California Residents</li><li>Brightspeed’s Privacy Notice</li></ul></div></div>

Brightspeed Interview Questions

Brightspeed Interview Guides

Brightspeed Interview Questions

Brightspeed Salaries by Position

Brightspeed Opening Jobs