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

Concertai Business Intelligence Interview Guide

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


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

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

Overview

Concertai 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.

Concertai 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 identify customers who placed more than three transactions each in both 2019 and 2020.</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>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>
</tbody>
</table>
<p> 
<strong>Output:</strong></p>

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

<tbody>
<tr>
<td><code>customer_name</code></td>
<td>VARCHAR</td>
</tr>
</tbody>
</table>


<p>Which of the following queries will return a list of customers and the total amount they have spent on orders?</p>


Which of the following queries will return a list of customers and the total amount they have spent on orders?

Customer Orders

<p>What are the logistic and softmax functions? What is the difference between the two?</p>

<p>What makes them useful for use in logistic regression?</p>


<p>In logistic regression, how is the predicted class determined based on the logistic function?</p>


In logistic regression, how is the predicted class determined based on the logistic function?

Softmax vs Logistic II

<p>What is the key characteristic of the logistic function that makes it useful for mapping continuous values to a probability?</p>


What is the key characteristic of the logistic function that makes it useful for mapping continuous values to a probability?

Softmax vs Logistic I

What are the logistic and softmax functions? What is the difference between the two?

Softmax vs Logistic

Concertai Business Intelligence Interview Questions

Job Requirements

Company Overview

ConcertAI is at the forefront of revolutionizing healthcare with our cutting-edge AI and data solutions. Our mission is to accelerate insights, advance research, and improve patient outcomes in oncology and across life sciences. As a leader in real-world evidence (RWE) and data-driven technology, ConcertAI partners with top pharmaceutical companies, healthcare providers, and research institutions to enhance patient outcomes and streamline clinical research. By leveraging evidence-generation and artificial intelligence, we deliver unparalleled insights into treatment effectiveness, patient care, and disease progression to advance precision medicine and medical innovation.

Joining ConcertAI means becoming part of a visionary team dedicated to transforming the healthcare landscape. You'll have the opportunity to work on innovative projects that directly impact patient lives, collaborate with some of the brightest minds in the industry, and be at the cutting edge of technological advancements in healthcare. ConcertAI offers a dynamic and inclusive work environment, competitive benefits, and ample opportunities for personal and professional growth. If you're passionate about making a difference in healthcare and excited by the prospect of working with advanced AI and data solutions, ConcertAI is the perfect place for you to thrive and make a lasting impact.

Additionally, through CancerLinQ, a health technology platform originally developed by ASCO and now an initiative of ConcertAI, we aim to deliver tools and services to a diverse network of oncology practices and cancer centers to improve the quality of cancer care and advance discovery.

Role Summary

At the core of the Commercial Solutions business unit is our unparalleled ability to integrate and manage complex patient data for the life-sciences industry. This role is pivotal to expand our capacity to support an ever-growing number of clients with increasing depth and breadth. The Business Analyst team sits at the nexus of the business and serves as the liaison between business, analytics, technology and external clients. The Senior Business Analyst tracks and develops project tasks, documents and understands data processing rules and ensures that data processing rules are incorporated into data sets and reports. They manage projects of diverse scope and complexity varying from new client implementations/onboarding to change requests to existing production clients.

Responsibilities

Lead New Client On-boarding implementations.

Generate high-level requirements for all new client onboarding and existing client change orders using a standard template in the BAT Jira workflow.

Generate detailed requirements for new client onboarding and existing client change orders using standard requirements templates.

Participate in internal and client UAT meetings and support requirement related questions.

Support client end to end testing by attending meetings and answering requirement related questions.

Provide status updates to PMs for use at client / vendor meetings.

Participate in client / vendor meetings (internal and external) as required.

Provide estimates to complete detailed requirements, test case creation, test data specifications creation, and smoke testing.

Participate in process improvements and development for implementation and estimation.

Ensure successful dissemination of information to development teams.

Subject matter experts for product & platform features.

Provide input for new product / platform features.

Requirements

BA/BS in Technology, Business, or related field

5+ years’ experience in implementing and managing projects from beginning to finish, utilizing standard project management disciplines and tools, and proficient knowledge of Excel

Strong interpersonal skills and self-motivation

Ability to maintain a high level of professionalism and autonomy along with a project management style that promotes progress through teamwork in a collaborative environment

Strong analytical and problem-solving skills

Experience in the Pharma industry specifically data aggregation and dispense data

Strong experience using JIRA and SQL

Solid understanding of SDLC

Experience in documenting business, functional, and technical requirements

Solid understanding of data processing and front-end development best practices

Familiarity with AWS environments

Knowledge of HIPAA and HITECH policies

Learn More About ConcertAI

Our team at ConcertAI is dedicated to transforming healthcare decision-making through the application of RWE and AI to improve patient outcomes. We work in a fast-paced, dynamic, high-performing culture where diversity, collaboration, and innovation are valued. Join us on our quest to create a world free of disease. Learn more about ConcertAI at www.concertai.com , or follow us on LinkedIn.

EEO

ConcertAI provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws. This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation and training.

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<div>
<b>Job Requirements<br/> </b><br/>
<p><b>Company Overview</b></p>
<p>ConcertAI is at the forefront of revolutionizing healthcare with our cutting-edge AI and data solutions. Our mission is to accelerate insights, advance research, and improve patient outcomes in oncology and across life sciences. As a leader in real-world evidence (RWE) and data-driven technology, ConcertAI partners with top pharmaceutical companies, healthcare providers, and research institutions to enhance patient outcomes and streamline clinical research.</p>
<p>Joining ConcertAI means becoming part of a visionary team dedicated to transforming the healthcare landscape. You'll have the opportunity to work on innovative projects that directly impact patient lives, collaborate with some of the brightest minds in the industry, and be at the cutting edge of technological advancements in healthcare. ConcertAI offers a dynamic and inclusive work environment, competitive benefits, and ample opportunities for personal and professional growth.</p>
<p>Additionally, through CancerLinQ, a health technology platform originally developed by ASCO and now an initiative of ConcertAI, we aim to deliver tools and services to a diverse network of oncology practices and cancer centers to improve the quality of cancer care and advance discovery.</p>
<p><b>Role Summary</b></p>
<p>We seek a highly proficient Senior Data Analyst that will execute data quality scripts, generate production and ad-hoc reports as well as summary descriptive statistics. The ideal candidate will possess the ability to digest complex databases, have strong coding and data analytic skill sets and exhibit an adept ability for uncovering root causes of data errors and inquiries. They will collaborate with business analysts and client service managers in providing quality, analytics, and business support for both internal stakeholders and our external clients.</p>
<p><b>Responsibilities</b></p>
<ul>
<li>Research and develop analytical approaches for identifying, analyzing, and interpreting trends or patterns in complex data sets, particularly in healthcare data.</li>
<li>Query, structure, and validate data using MS SQL, Python.</li>
<li>Understand the workflow and follow prescribed Quality Control measures to ensure accuracy of data deliverables.</li>
<li>Participate in User Acceptance Testing (UAT) and Regression Testing.</li>
<li>Assess business needs, compile necessary data, and develop dashboards/reports to provide strategic insights for stakeholders.</li>
<li>Extract data directly from relational databases, data warehouses or other data sources using SQL/Python to solve business problems.</li>
<li>Identify process improvement opportunities, develop and implement optimized solutions, and educate stakeholders on new processes.</li>
<li>Communicate data analysis results to management for supporting their business inquiries.</li>
</ul>
<p><b>Requirements</b></p>
<ul>
<li>BA / BS in Analytics, Statistics, Mathematics, or related field.</li>
<li>4+ years of data analysis experience preferred.</li>
<li>Pharmaceutical or Specialty Pharmacy experience is a plus.</li>
<li>Excellent critical thinking and problem-solving skills.</li>
<li>Experience in analyzing and drawing valuable conclusions from data profiling results.</li>
<li>Exhibit a high level of organizational and time-management skills.</li>
<li>Excellent analytical, verbal and communication skills.</li>
<li>Must have strong SQL coding and database experience.</li>
<li>Advanced proficiency with MS Excel.</li>
<li>Proficient in Python.</li>
</ul>
<p><b>Learn More About ConcertAI</b></p>
<p>Our team at ConcertAI is dedicated to transforming healthcare decision-making through the application of RWE and AI to improve patient outcomes. We work in a fast-paced, dynamic, high-performing culture where diversity, collaboration, and innovation are valued. Join us on our quest to create a world free of disease. Learn more about ConcertAI at www.concertai.com, or follow us on LinkedIn.</p>
<p><b>EEO</b></p>
<p>ConcertAI provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws. This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation and training.</p>
</div>
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Concertai Business Intelligence Interview Guide

Overview

Concertai Business Intelligence Salary

Concertai Business Intelligence Interview Process

Concertai Business Intelligence Interview Questions

Concertai Business Intelligence Jobs