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

Octo Business Intelligence Interview Guide

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


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

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

Overview

Octo 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.

Octo 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>Write a query to show the number of users, number of transactions placed, and total order amount per month in the year 2020. Assume that we are only interested in the monthly reports for a single year (January-December).</p>

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

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

<p><code>transactions</code> table</p>

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

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

<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>product_id</code></td>
<td>INTEGER</td>
</tr>

<tr>
<td><code>quantity</code></td>
<td>INTEGER</td>
</tr>
</tbody>
</table>
<p><code>products</code> table</p>

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

<tr>
<td><code>price</code></td>
<td>FLOAT</td>
</tr>
</tbody>
</table>
<p><code>users</code> table</p>

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

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

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

<tbody>
<tr>
<td><code>month</code></td>
<td>INTEGER</td>
</tr>

<tr>
<td><code>num_customers</code></td>
<td>INTEGER</td>
</tr>

<tr>
<td><code>num_orders</code></td>
<td>INTEGER</td>
</tr>

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


Monthly Customer Report

<p>Write a query to identify the manager with the biggest team size.</p>

<p>You may assume there is only one manager with the largest team size.</p>

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

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

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

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

<tr>
<td><code>manager_id</code></td>
<td>INTEGER</td>
</tr>
</tbody>
</table>
<p><code>managers</code> table</p>

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

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

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

<tbody>
<tr>
<td><code>manager</code></td>
<td>VARCHAR</td>
</tr>

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


Manager Team Sizes

Octo Business Intelligence Interview Questions

<p>IntroductionA career in IBM Software means you’ll be part of a team that transforms our customers’ challenges into industry-leading solutions. We are an infinitely curious team, always seeking new possibilities, and dedicated to creating the world’s leading AI-powered, cloud-native software solutions. Our renowned legacy creates endless global opportunities for our network of IBMers. We are a team of deep product experts, ensuring exceptional client experiences, with a focus on delivery, excellence, and obsession over customer outcomes.IBM’s product and technology landscape includes Research, Software, and Infrastructure. Entering this domain positions you at the heart of IBM, where growth and innovation thrive.Your Role and ResponsibilitiesLead watsonx.ai product management, driving strategy, execution, and delivery of new features and capabilities.Collaborate with engineering, design, and data science teams to ensure fast-paced development cycles in an agile environment.Serve as a key stakeholder in defining the product vision for watsonx.ai, aligning it with the broader goals of IBM to drive AI innovation and leadership.Partner with customers and executives to gather feedback, understand market needs, and ensure that watsonx.ai is solving real enterprise challenges.Ensure the product management team is consistently delivering high-impact, customer-focused solutions that align with IBM’s AI strategy.Lead strategic discussions with internal and external stakeholders, translating AI advancements into business value.Drive competitive analysis and market research to identify new opportunities and position IBM at the forefront of the enterprise AI market.Mentor and develop product managers, ensuring a culture of excellence, collaboration, and speed.Required Technical and Professional ExpertiseAI Expertise: Strong technical background with a deep understanding of AI, machine learning, and Generative AI technologies. Ability to translate complex technical concepts into business opportunities.Market Insight: Deep knowledge of the AI and enterprise markets, with the ability to identify key trends and competitive opportunities.Stakeholder Management: Exceptional communication and collaboration skills, with experience working directly with customers, executives, and cross-functional teams.Customer-Focused: A proven ability to develop products that address customer pain points, delivering both business and technical value.Preferred Technical and Professional ExpertiseExecutive Presence: Ability to represent IBM at the highest levels, including with external customers, partners, and industry leaders.Proven Leadership Experience: Extensive experience in product management, with a demonstrated ability to lead senior teams in agile, fast-paced environments.Results-Oriented: A track record of delivering impactful products to market quickly, without sacrificing quality.About Business UnitIBM Software infuses core business operations with intelligence—from machine learning to generative AI—to help make organizations more responsive, productive, and resilient. IBM Software helps clients put AI into action now to create real value with trust, speed, and confidence across digital labor, IT automation, application modernization, security, and sustainability. Critical to this is the ability to make use of all data, because AI is only as good as the data that fuels it. In most organizations data is spread across multiple clouds, on premises, in private datacenters, and at the edge. IBM’s AI and data platform scales and accelerates the impact of AI with trusted data, and provides leading capabilities to train, tune and deploy AI across business. IBM’s hybrid cloud platform is one of the most comprehensive and consistent approach to development, security, and operations across hybrid environments—a flexible foundation for leveraging data, wherever it resides, to extend AI deep into a business.Your Life @ IBMIn a world where technology never stands still, we understand that, dedication to our clients success, innovation that matters, and trust and personal responsibility in all our relationships, lives in what we do as IBMers as we strive to be the catalyst that makes the world work better.Being an IBMer means you’ll be able to learn and develop yourself and your career, you’ll be encouraged to be courageous and experiment everyday, all whilst having continuous trust and support in an environment where everyone can thrive whatever their personal or professional background.Our IBMers are growth minded, always staying curious, open to feedback and learning new information and skills to constantly transform themselves and our company. They are trusted to provide on-going feedback to help other IBMers grow, as well as collaborate with colleagues keeping in mind a team focused approach to include different perspectives to drive exceptional outcomes for our customers. The courage our IBMers have to make critical decisions everyday is essential to IBM becoming the catalyst for progress, always embracing challenges with resources they have to hand, a can-do attitude and always striving for an outcome focused approach within everything that they do.Are you ready to be an IBMer?About IBMIBM’s greatest invention is the IBMer. We believe that through the application of intelligence, reason and science, we can improve business, society and the human condition, bringing the power of an open hybrid cloud and AI strategy to life for our clients and partners around the world.Restlessly reinventing since 1911, we are not only one of the largest corporate organizations in the world, we’re also one of the biggest technology and consulting employers, with many of the Fortune 50 companies relying on the IBM Cloud to run their business. At IBM, we pride ourselves on being an early adopter of artificial intelligence, quantum computing and blockchain. Now it’s time for you to join us on our journey to being a responsible technology innovator and a force for good in the world.Location StatementIBM offers a competitive and comprehensive benefits program. Eligible employees may have access to:– Healthcare benefits including medical & prescription drug coverage, dental, vision, and mental health & well being– Financial programs such as 401(k), cash balance pension plan, the IBM Employee Stock Purchase Plan, financial counseling, life insurance, short & long- term disability coverage, and opportunities for performance based salary incentive programs.– Generous paid time off including 12 holidays, minimum 56 hours sick time, 120 hours vacation, 12 weeks parental bonding leave in accordance with IBM Policy, and other Paid Care Leave programs. IBM also offers paid family leave benefits to eligible employees where required by applicable law.– Training and educational resources on our personalized, AI-driven learning platform where IBMers can grow skills and obtain industry-recognized certifications to achieve their career goals.– Diverse and inclusive employee resource groups, giving & volunteer opportunities, and discounts on retail products, services & experiences.The compensation range and benefits for this position are based on a full-time schedule for a full calendar year. The salary will vary depending on your job-related skills, experience and location. Pay increment and frequency of pay will be in accordance with employment classification and applicable laws. For part time roles, your compensation and benefits will be adjusted to reflect your hours. Benefits may be pro-rated for those who start working during the calendar year.This position was posted on the date cited in the key job details section and is anticipated to remain posted for 21 days from this date or less if not needed to fill the role.We consider qualified applicants with criminal histories, consistent with applicable law.Being You @ IBMIBM is committed to creating a diverse environment and is proud to be an equal-opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, gender, gender identity or expression, sexual orientation, national origin, caste, genetics, pregnancy, disability, neurodivergence, age, veteran status, or other characteristics. IBM is also committed to compliance with all fair employment practices regarding citizenship and immigration status.Role:Product Manager for WatsonxLocation: Multiple Locations See AllSan Jose New YorkAustinCategory:Project ManagementEmployment Type:Full-TimeTravel Required:No TravelContract Type:RegularCompany:(0147) International Business Machines CorporationReq ID:729761BRProjected Minimum Salary:$194,000 per yearProjected Maximum Salary:$194,000-$292,000/year per yearDate Posted:September 30, 2024</p>

<p>IntroductionIBM Data and AI seeks a Senior Product Manager to join our US-based team and own initiatives across our product portfolio. In this role, you will be responsible for shaping the future of data and AI technology through the development and execution of our product roadmap. You will work closely with cross-functional teams to gather customer feedback, identify market opportunities, and develop innovative solutions. You’ll support sales and marketing initiatives to drive revenue growth.Your Role and ResponsibilitiesYou are a product manager with a history of successful product ownership and growth or experience in an adjacent role (development, technical sales). Your peers would say you are trusted to successfully weigh customer outcomes, business impacts, and functional tradeoffs. You communicate in a way that leaves them feeling respected, heard and understood. At the same time, the product features and experiences you deliver are crafted with the customer front of mind.Responsibilities– Define and execute the product strategy for our data and AI products– Work with engineering, business development, sales, and marketing to bring products to market– Gather customer feedback and identify market opportunities– Develop innovative solutions that solve customer problems– Manage the product lifecycle from discovery to launch– Track product performance and metrics– Stay up to date on industry trends and best practicesRequired Technical and Professional ExpertiseBachelor’s or Master’s degree in Computer Science, Engineering, Artificial Intelligence, or a related field– 10+ years of experience successfully managing and leading product or technical teams– Track record of success in customer-driven product development– Passion for data-driven insights and innovation– Excellent communication and interpersonal skills– A deep understanding of AI, foundation models, and related technologies is a plusPreferred Technical and Professional ExpertiseMaster’s degree in Computer Science, Engineering, Artificial Intelligence, or a related field– Background on data and AI strategy, concepts, key trends, and competitors– Product management experience driving considerable product growth for data and AI solutions– Knowledge about IBM Data and AI products, technology, and customersAbout Business UnitIBM Software infuses core business operations with intelligence—from machine learning to generative AI—to help make organizations more responsive, productive, and resilient. IBM Software helps clients put AI into action now to create real value with trust, speed, and confidence across digital labor, IT automation, application modernization, security, and sustainability. Critical to this is the ability to make use of all data, because AI is only as good as the data that fuels it. In most organizations data is spread across multiple clouds, on premises, in private datacenters, and at the edge. IBM’s AI and data platform scales and accelerates the impact of AI with trusted data, and provides leading capabilities to train, tune and deploy AI across business. IBM’s hybrid cloud platform is one of the most comprehensive and consistent approach to development, security, and operations across hybrid environments—a flexible foundation for leveraging data, wherever it resides, to extend AI deep into a business.Your Life @ IBMIn a world where technology never stands still, we understand that, dedication to our clients success, innovation that matters, and trust and personal responsibility in all our relationships, lives in what we do as IBMers as we strive to be the catalyst that makes the world work better.Being an IBMer means you’ll be able to learn and develop yourself and your career, you’ll be encouraged to be courageous and experiment everyday, all whilst having continuous trust and support in an environment where everyone can thrive whatever their personal or professional background.Our IBMers are growth minded, always staying curious, open to feedback and learning new information and skills to constantly transform themselves and our company. They are trusted to provide on-going feedback to help other IBMers grow, as well as collaborate with colleagues keeping in mind a team focused approach to include different perspectives to drive exceptional outcomes for our customers. The courage our IBMers have to make critical decisions everyday is essential to IBM becoming the catalyst for progress, always embracing challenges with resources they have to hand, a can-do attitude and always striving for an outcome focused approach within everything that they do.Are you ready to be an IBMer?About IBMIBM’s greatest invention is the IBMer. We believe that through the application of intelligence, reason and science, we can improve business, society and the human condition, bringing the power of an open hybrid cloud and AI strategy to life for our clients and partners around the world.Restlessly reinventing since 1911, we are not only one of the largest corporate organizations in the world, we’re also one of the biggest technology and consulting employers, with many of the Fortune 50 companies relying on the IBM Cloud to run their business. At IBM, we pride ourselves on being an early adopter of artificial intelligence, quantum computing and blockchain. Now it’s time for you to join us on our journey to being a responsible technology innovator and a force for good in the world.Location StatementIBM offers a competitive and comprehensive benefits program. Eligible employees may have access to:– Healthcare benefits including medical & prescription drug coverage, dental, vision, and mental health & well being– Financial programs such as 401(k), cash balance pension plan, the IBM Employee Stock Purchase Plan, financial counseling, life insurance, short & long- term disability coverage, and opportunities for performance based salary incentive programs.– Generous paid time off including 12 holidays, minimum 56 hours sick time, 120 hours vacation, 12 weeks parental bonding leave in accordance with IBM Policy, and other Paid Care Leave programs. IBM also offers paid family leave benefits to eligible employees where required by applicable law.– Training and educational resources on our personalized, AI-driven learning platform where IBMers can grow skills and obtain industry-recognized certifications to achieve their career goals.– Diverse and inclusive employee resource groups, giving & volunteer opportunities, and discounts on retail products, services & experiences.The compensation range and benefits for this position are based on a full-time schedule for a full calendar year. The salary will vary depending on your job-related skills, experience and location. Pay increment and frequency of pay will be in accordance with employment classification and applicable laws. For part time roles, your compensation and benefits will be adjusted to reflect your hours. Benefits may be pro-rated for those who start working during the calendar year.This position was posted on the date cited in the key job details section and is anticipated to remain posted for 21 days from this date or less if not needed to fill the role.We consider qualified applicants with criminal histories, consistent with applicable law.Being You @ IBMIBM is committed to creating a diverse environment and is proud to be an equal-opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, gender, gender identity or expression, sexual orientation, national origin, caste, genetics, pregnancy, disability, neurodivergence, age, veteran status, or other characteristics. IBM is also committed to compliance with all fair employment practices regarding citizenship and immigration status.Role:Product Manager, Data and AILocation: Multiple Locations See AllSan Jose BostonResearch Triangle ParkAustinSeattleCategory:Project ManagementEmployment Type:Full-TimeTravel Required:Up to 20% or 1 day a weekContract Type:RegularCompany:(0147) International Business Machines CorporationReq ID:729090BRProjected Minimum Salary:$194,000 per yearProjected Maximum Salary:$194,000-$292,000/year per yearDate Posted:September 26, 2024</p>

Octo Business Intelligence Interview Guide

Overview

Octo Business Intelligence Salary

Octo Business Intelligence Interview Process

Octo Business Intelligence Interview Questions

Octo Business Intelligence Jobs