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

Elsevier Business Intelligence Interview Guide

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


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

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

Elsevier 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

Elsevier Business Intelligence Interview Questions

Senior Data Analyst, Clinical AI Evaluation & Responsible AI - 0125-US-010 page is loaded Senior Data Analyst, Clinical AI Evaluation & Responsible AI - 0125-US-010 Apply locations Pennsylvania time type Full time posted on Posted 9 Days Ago job requisition id R90061  Do you like working with data and analytics to evaluate AI models and their performance?
Do you love collaborating with teams to assess and improve generative AI solutions?
About our Team
Elsevier is singularly focused on helping healthcare professionals improve clinical outcomes through evidence-based care. Our generative AI team works on evaluating and implementing cutting-edge AI technologies to enhance our healthcare solutions while ensuring their safety, reliability, and compliance with healthcare standards .
About the Role
We are seeking a motivated individual to join our dynamic generative AI evaluation team. We focus on assessing and validating AI models that support healthcare decision-making tools. Our team ensures that our AI solutions meet rigorous standards for accuracy, fairness, and clinical relevance. The successful candidate will help evaluate model performance, analyze output quality, and ensure our AI solutions align with healthcare best practices.
The successful candidate has relevant experience with AI model evaluation, including performance metrics analysis, output validation, and data visualization. They enjoy collaborating with cross-functional teams including AI researchers, product managers, clinicians, and engineers to evaluate AI models, analyze their outputs, and improve their performance in healthcare contexts.
Responsibilities
Leading requirements gathering and development of analytics frameworks for evaluating generative AI models in healthcare applications
Leading and defining the strategic direction for AI evaluation methodologies in their product area
Managing the analytics roadmap for model evaluation. Collaborating with internal and external stakeholders to manage evaluation timelines and deliverables
Defining, developing, and deploying queries and metrics to assess AI model performance and output quality
Leading data model creation and maintenance for AI evaluation frameworks and monitoring systems
Conducting comprehensive QA of AI outputs and participating in risk analysis and mitigation
Understanding how security and privacy laws such as HIPAA affect AI deployment in healthcare. Understanding how to handle sensitive data including PHI and PII in AI contexts
Requirements
6-9 years of relevant experience in data analytics with focus on AI/ML evaluation
Bachelor's degree required, Master's or PhD preferred in Mathematics/Science
Demonstrated thought leadership in analytics strategy and enterprise-wide project implementation
Have experience in a data analytics role with focus on AI/ML evaluation
Have expertise in creating evaluation frameworks for large language models and other AI systems
Have expertise in using and querying relational database management systems such as Microsoft SQL Server, Snowflake or postgreSQL
Have expertise in using BI tools such as Tableau or PowerBI for AI performance visualization
Be able to demonstrate experience using Python for AI model evaluation and output analysis
Working for you

We know that your wellbeing and happiness are key to a long and successful career. These are some of the benefits we are delighted to offer:
- Health Benefits: Comprehensive, multi-carrier program for medical, dental and vision benefits
- Retirement Benefits: 401(k) with match and an Employee Share Purchase Plan
- Wellbeing: Wellness platform with incentives, Headspace app subscription, Employee Assistance and Time-off Programs
- Short-and-Long Term Disability, Life and Accidental Death Insurance, Critical Illness, and Hospital Indemnity
- Family Benefits, including bonding and family care leaves, adoption and surrogacy benefits
- Health Savings, Health Care, Dependent Care and Commuter Spending Accounts
- Up to two days of paid leave each to participate in Employee Resource Groups and to volunteer with your charity of choice

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Elsevier is a global information analytics business that helps institutions and professionals advance healthcare, open science and improve performance for the benefit of humanity.We help researchers make new discoveries, collaborate with their colleagues, and give them the knowledge they need to find funding. We help governments and universities evaluate and improve their research strategies. We help doctors save lives, providing insight for physicians to find the right clinical answers, and we support nurses and other healthcare professionals throughout their careers.Elsevier provides digital solutions and tools in the areas of strategic research management, R&D performance, clinical decision support, and professional education; including ScienceDirect, Scopus, SciVal, ClinicalKey and Sherpath. Elsevier publishes over 2,500 digitized journals, including The Lancet and Cell, 38,000 e-book titles and many iconic reference works, including Gray’s Anatomy. Elsevier is part of RELX Group. With a wide range of technology jobs, commercial and business jobs, and graduate jobs, there is a part for everyone to play. We need talented people to help us inspire ground-breaking research.
Be curious. Be challenged. Be involved.
Discover Elsevier.

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Senior Product Manager, Nursing Education Solutions (Remote)  Join to apply for the  Senior Product Manager, Nursing Education Solutions (Remote)  role at  Elsevier
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Senior Product Manager: Nursing Education Solutions

About The Team

Join the Nurse Readiness team at Elsevier, dedicated to revolutionizing nurse education and competency management with innovative, evidence-based solutions. Our team harnesses expert insights and premier content to empower nursing professionals with the tools they need to excel at every stage of their careers. By providing tailored educational experiences and competency assessments, we support nurses in delivering exceptional patient care and meeting the highest standards of practice. Recognized by top nursing institutions and accreditation bodies, we continually update our offerings to reflect the latest in nursing standards, educational methodologies, and healthcare advancements. This role offers the opportunity to shape the future of creating engaging nursing education and professional development.

About The Role

As a Senior Product Manager on the Nurse Readiness team, you will create strategies for engaging and interactive nursing education during a pivotal growth phase. Reporting directly to the Vice President of Product, you will play a critical role within a dynamic, dedicated, and product-focused team. Your duties will involve partnering with the VP of Product to define and execute the product vision and roadmap, while crafting a strategic plan to enhance and distinguish our offerings in nurse education. You will work closely with technology, nursing, and content experts, as well as commercial strategists, to develop interactive and impactful experiences, creating excitement about learning and ensuring that nurses are equipped with the knowledge and skills necessary for exceptional patient care.

Responsibilities

Collaborate with the VP Product on strategic vision for interactive nursing education experiences, informed by customer data and insights.
Drive the execution of the strategy through a comprehensive product roadmap, working with nurse education content and product colleagues to prioritize and launch an integrated offering.
Innovate to deliver exceptional value for our customers, enhancing nursing education experiences across web and mobile platforms.
Partner with cross-functional teams to drive innovation and formulate new strategies that elevate the quality of our nurse education solutions.
Monitor and report on key performance indicators, proactively identifying issues and providing data-driven recommendations.
Utilize data and customer research to uncover opportunities, developing product plans to capitalize on them.
Own product-led growth initiatives, collaborating with stakeholders across the Nurse Readiness team.
Analyze qualitative and quantitative data to refine, expand, and create new functionalities for nursing education use cases on web and mobile applications.

Requirements

Have 6+ years of experience delivering world class SaaS and B2B products in a high velocity environment, with 3+ years in Education Technology, Nurse education or competency management preferred
Bachelors or Masters degree with a preference for technical or education design subjects
Have experience as a full owner of a product or sizable feature of a complex, global product
Possess prior experience releasing new products or product features to the market, from conceptualization to execution to post release management
Have experience with end-to-end product delivery, including feature delivery tradeoffs, roadmap strategy, and prioritization
Possess technical knowledge to understand the implications of product decisions
Familiarity with self-serve product analytics and use of Excel, Tableau, Pendo or other product analytic tools

Work in a way that works for you

We promote a healthy work/life balance across the organization. We offer an appealing working prospect for our people. With numerous wellbeing initiatives, shared parental leave, study assistance and sabbaticals, we will help you meet your immediate responsibilities and your long-term goals.

Working flexible hours - flexing the times when you work in the day to help you fit everything in and work when you are the most productive

Working for you

Benefits

At Elsevier, we know that your wellbeing and happiness are key to a long and successful career. These are some of the benefits we are delighted to offer:

Health Benefits: Comprehensive, multi-carrier program for medical, dental and vision benefits
Retirement Benefits: 401(k) with match and an Employee Share Purchase Plan
Wellbeing: Wellness platform with incentives, Headspace app subscription, Employee Assistance and Time-off Programs
Short-and-Long Term Disability, Life and Accidental Death Insurance, Critical Illness, and Hospital Indemnity
Family Benefits, including bonding and family care leaves, adoption and surrogacy benefits
Health Savings, Health Care, Dependent Care and Commuter Spending Accounts
Up to two days of paid leave each to participate in Employee Resource Groups and to volunteer with your charity of choice

About The Business

A global leader in information and analytics, we help researchers and healthcare professionals advance science and improve health outcomes for the benefit of society. Building on our publishing heritage, we combine quality information and vast data sets with analytics to support visionary science and research, health education and interactive learning, as well as exceptional healthcare and clinical practice. At Elsevier, your work contributes to the world’s grand challenges and a more sustainable future. We harness innovative technologies to support science and healthcare to partner for a better world.
Seniority level    Seniority level Mid-Senior level
Employment type    Employment type Full-time
Job function    Job function Product Management and Marketing
Industries IT Services and IT Consulting
Referrals increase your chances of interviewing at Elsevier by 2x
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Senior Data Analyst, Clinical AI Evaluation & Responsible AI - 0125-US-010  Join to apply for the  Senior Data Analyst, Clinical AI Evaluation & Responsible AI - 0125-US-010  role at  RELX
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Senior Data Analyst, Clinical AI Evaluation & Responsible AI - 0125-US-010  6 days ago Be among the first 25 applicants
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Do you like working with data and analytics to evaluate AI models and their performance?

Do you love collaborating with teams to assess and improve generative AI solutions?

About Our Team

Elsevier is singularly focused on helping healthcare professionals improve clinical outcomes through evidence-based care. Our generative AI team works on evaluating and implementing cutting-edge AI technologies to enhance our healthcare solutions while ensuring their safety, reliability, and compliance with healthcare standards .

About The Role

We are seeking a motivated individual to join our dynamic generative AI evaluation team. We focus on assessing and validating AI models that support healthcare decision-making tools. Our team ensures that our AI solutions meet rigorous standards for accuracy, fairness, and clinical relevance. The successful candidate will help evaluate model performance, analyze output quality, and ensure our AI solutions align with healthcare best practices.

The successful candidate has relevant experience with AI model evaluation, including performance metrics analysis, output validation, and data visualization. They enjoy collaborating with cross-functional teams including AI researchers, product managers, clinicians, and engineers to evaluate AI models, analyze their outputs, and improve their performance in healthcare contexts.

Responsibilities

Leading requirements gathering and development of analytics frameworks for evaluating generative AI models in healthcare applications
Leading and defining the strategic direction for AI evaluation methodologies in their product area
Managing the analytics roadmap for model evaluation. Collaborating with internal and external stakeholders to manage evaluation timelines and deliverables
Defining, developing, and deploying queries and metrics to assess AI model performance and output quality
Leading data model creation and maintenance for AI evaluation frameworks and monitoring systems
Conducting comprehensive QA of AI outputs and participating in risk analysis and mitigation
Understanding how security and privacy laws such as HIPAA affect AI deployment in healthcare. Understanding how to handle sensitive data including PHI and PII in AI contexts

Requirements

6-9 years of relevant experience in data analytics with focus on AI/ML evaluation
Bachelor's degree required, Master's or PhD preferred in Mathematics/Science
Demonstrated thought leadership in analytics strategy and enterprise-wide project implementation
Have experience in a data analytics role with focus on AI/ML evaluation
Have expertise in creating evaluation frameworks for large language models and other AI systems
Have expertise in using and querying relational database management systems such as Microsoft SQL Server, Snowflake or postgreSQL
Have expertise in using BI tools such as Tableau or PowerBI for AI performance visualization
Be able to demonstrate experience using Python for AI model evaluation and output analysis

Working for you

Benefits

We know that your wellbeing and happiness are key to a long and successful career. These are some of the benefits we are delighted to offer:

Health Benefits: Comprehensive, multi-carrier program for medical, dental and vision benefits
Retirement Benefits: 401(k) with match and an Employee Share Purchase Plan
Wellbeing: Wellness platform with incentives, Headspace app subscription, Employee Assistance and Time-off Programs
Short-and-Long Term Disability, Life and Accidental Death Insurance, Critical Illness, and Hospital Indemnity
Family Benefits, including bonding and family care leaves, adoption and surrogacy benefits
Health Savings, Health Care, Dependent Care and Commuter Spending Accounts
Up to two days of paid leave each to participate in Employee Resource Groups and to volunteer with your charity of choice

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Join to apply for the  Sr. Product Manager II, Analytics & Insights  role at  Elsevier
1 week ago Be among the first 25 applicants
Join to apply for the  Sr. Product Manager II, Analytics & Insights  role at  Elsevier
Homebased anywhere in the U.S.

At Elsevier, we’re transforming how healthcare and internal business decisions are made through data-driven insights. Our Clinical Solutions portfolio empowers clinicians and health leaders to act with clarity and confidence. Join us to shape the future of healthcare analytics.
Homebased anywhere in the U.S.

At Elsevier, we’re transforming how healthcare and internal business decisions are made through data-driven insights. Our Clinical Solutions portfolio empowers clinicians and health leaders to act with clarity and confidence. Join us to shape the future of healthcare analytics.

About The Role

We’re seeking a  Senior Product Manager II – Data and Insights  to play a critical role in shaping and executing the analytics strategy across our Clinical Solutions portfolio. This role is central to how we use data to empower clinicians, pharmacists, and healthcare leaders with actionable insights. You will lead development of both customer-facing and internal analytics capabilities that drive clinical, product, and operational impact. Working across a matrixed organization, you’ll translate strategic priorities into a focused analytics product roadmap and deliver high-value analytics solutionsinsights that improve decision-making and unlock customer value.

Key Responsibilities

Lead the Analytics Product Roadmap: Own the vision, prioritization, and delivery of analytics capabilities—including dashboards, KPIs, and embedded insights—across multiple Clinical Solutions products.
Drive Customer-Centric Insight Generation: Deeply understand user needs in clinical and operational settings to develop analytics products that solve real-world challenges for health systems.
Translate Strategy into Execution: Convert strategic goals into actionable plans for analytics delivery, collaborating closely with Technology, Informatics, and Analytics teams.
Leverage Generative AI Thoughtfully: Identify opportunities to apply generative AI to accelerate insight delivery, improve data exploration, and enhance the usability of analytics tools for healthcare professionals.
Deliver Measurable Value: Define and track product OKRs and KPIs; ensure analytics initiatives drive measurable business and customer outcomes.
Ensure Data Quality & Integrity: Partner on data integration, modeling, and governance efforts to ensure analytics are built on high-quality, reliable data.
Support Commercialization & Adoption: Collaborate with commercial, sales, marketing, and customer success teams to bring analytics products to market, enable adoption, and communicate impact.
Serve as the Voice of Analytics: Represent analytics product priorities internally and externally, aligning stakeholders and contributing to strategic planning across the portfolio.
Stay Ahead of the Curve: Monitor industry trends, emerging technologies, and regulatory changes to ensure our analytics capabilities remain innovative, compliant, and competitive.

Qualifications

7–10 years of experience in product management, analytics, informatics, or healthcare technology.
Proven success delivering data or analytics products, ideally in clinical or health system contexts.
Familiarity with healthcare data standards (FHIR, HL7, SNOMED, LOINC) and analytics tools/platforms.
Strong cross-functional leadership and stakeholder management skills.
Experience applying AI/ML or GAI in a product or analytics context is a strong plus.
Bachelor’s degree required; advanced degree in informatics, public health, or data science preferred. Clinical background a plus.

Work in a way that works for you

We promote a healthy work/life balance across the organization. We offer an appealing working prospect for our people. With numerous wellbeing initiatives, shared parental leave, study assistance and sabbaticals, we will help you meet your immediate responsibilities and your long-term goals. WE offer flexible to help you fit everything in and work when you are the most productive.

Working for you

Benefits

At Elsevier, we know that your wellbeing and happiness are key to a long and successful career. These are some of the benefits we are delighted to offer:

Health Benefits: Comprehensive, multi-carrier program for medical, dental and vision benefits
Retirement Benefits: 401(k) with match and an Employee Share Purchase Plan
Wellbeing: Wellness platform with incentives, Headspace app subscription, Employee Assistance and Time-off Programs
Short-and-Long Term Disability, Life and Accidental Death Insurance, Critical Illness, and Hospital Indemnity
Family Benefits, including bonding and family care leaves, adoption and surrogacy benefits
Health Savings, Health Care, Dependent Care and Commuter Spending Accounts
Up to two days of paid leave each to participate in Employee Resource Groups and to volunteer with your charity of choice

About The Business

A global leader in information and analytics, we help researchers and healthcare professionals advance science and improve health outcomes for the benefit of society. Building on our publishing heritage, we combine quality information and vast data sets with analytics to support visionary science and research, health education and interactive learning, as well as exceptional healthcare and clinical practice. At Elsevier, your work contributes to the world’s grand challenges and a more sustainable future. We harness innovative technologies to support science and healthcare to partner for a better world.
Seniority level    Seniority level Mid-Senior level
Employment type    Employment type Full-time
Job function    Job function Product Management and Marketing
Industries IT Services and IT Consulting
Referrals increase your chances of interviewing at Elsevier by 2x
Get notified about new Senior Product Manager jobs in  Pennsylvania, United States .
Group Product Manager - Pricing and Catalog Technology (REMOTE)  United States $114,300.00-$190,500.00 1 week ago
Principal Product Manager, Athlete Experience - Omni Shopping (REMOTE)  Williamsport, PA $149,760.00-$216,320.00 1 month ago
Williamsport, PA $149,760.00-$216,320.00 1 month ago
Allentown, PA $149,760.00-$216,320.00 1 month ago
Allentown, PA $149,760.00-$216,320.00 1 month ago
Lead Product Manager, Payments & Fraud Prevention  Philadelphia, PA $165,000.00-$200,000.00 1 week ago
Principal Product Manager | AI Support Applications  Philadelphia, PA $149,760.00-$216,320.00 1 month ago
Principal Product Manager, Business Model Strategy  Pennsylvania, United States $145,100.00-$273,200.00 1 week ago
Sr. Product Manager - Warehouse Mangement Systems  Pittsburgh, PA $111,000.00-$160,000.00 1 month ago
Senior Manager of Product and Customer Marketing  Product Owner – Digital Experience Platform (DXP)  Liquidity & Deposits Product Management Group Manager Senior  Pittsburgh, PA $125,000.00-$321,750.00 1 month ago
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We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.

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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

Elsevier Business Intelligence Interview Guide

Overview

Elsevier Business Intelligence Interview Process

Elsevier Business Intelligence Interview Questions

Elsevier Business Intelligence Jobs