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

IQVIA Business Intelligence Interview Guide

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


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

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

Overview

IQVIA 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.

A/B Testing

Algorithms

Analytics

Machine Learning

Probability

Product Metrics

Python

Statistics

IQVIA 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>Let’s say you work on the growth team at Facebook and are tasked with promoting Instagram from within the Facebook app.</p>

<p>Where and how could you promote Instagram through Facebook?</p>


<p>You're promoting Instagram within the Facebook app. Which of the following methods involves leveraging network effects?</p>

You're promoting Instagram within the Facebook app. Which of the following methods involves leveraging network effects?

Promoting Instagram I

<p>To promote Instagram on Facebook, you consider allowing Instagram users to post pictures to Facebook. How could you measure the success of this feature?</p>

To promote Instagram on Facebook, you consider allowing Instagram users to post pictures to Facebook. How could you measure the success of this feature?

Promoting Instagram II

<p>In a strategy to promote Instagram from within Facebook, what concept might you employ to improve the value of the service?</p>

In a strategy to promote Instagram from within Facebook, what concept might you employ to improve the value of the service?

Promoting Instagram III

Promoting Instagram

<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

IQVIA Business Intelligence Interview Questions

<p><strong>Project Role:</strong> Machine Learning Engineer</p><p><strong>Work Experience:</strong> 2 to 8 Years</p><p><strong>Work location:</strong> Bengaluru/Kochi</p><p><strong>Work Mode:</strong> Hybrid</p><p><strong>Must Have Skills: </strong>Machine Learning, Generative AI, NLP, Python, LLM</p><p><br></p><p><strong>Job Description:</strong></p><p>Develop fit for purpose AIML models/algorithms/processes to address pharma/healthcare applications and innovative products upon completion of prototypes followed by the building of production grade algorithms/automation engines for client deliverables. Test for viability to deliver final products to clients. Able to bring newly researched ideas to reality quickly and on a large scale. Design, build, test, and deliver products from post-prototype to client delivery.</p><p><br></p><p><strong>Essential Functions:</strong></p><ul><li>Assists with the ongoing development and implementation of an enterprise architecture. May devise and present business cases and program release plans to senior management with priority recommendations to maintain and evolve this architecture.</li><li>Builds effective business relationships with business line managers and provides technical and system expertise as input to product concepts.</li><li>May assist product development management to define IT strategic direction and assists in the mapping of projects to that strategic direction whilst ensuring product capabilities and process improvements are delivered over time within the framework of the IQVIA enterprise architecture.</li><li>Participates in cross-functional product development teams, may also act as a consultant to provide system and technical advice.</li><li>Keeps up to date with technology changes and identifies opportunities for implementation in future systems.</li><li>Participates in R&D projects and may run those projects in compliance with standard project management practices.</li><li>May mentor and assist lower-level architects and business analysts.</li></ul><p><br></p><p><br></p><p><strong>Technologies/Skillset:</strong></p><ul><li>Experience on NLP, Machine Learning and Deep learning</li><li>Experience working on Python is must</li><li>Extensively work on NLP applications, ability to work on Machine learning model, Deep learning development is must</li><li>Knowledge of LLMs, fine tuning and deployment is must</li><li>Knowledge of NER, Knowledge graphs is good to have</li><li>Experience annotated datasets for Supervised Learning methods and correction is must</li><li>Experience on text to transform natural language into useful features</li><li>Find and implement the right algorithms and tools for NLP tasks</li><li>Perform statistical analysis of results and refine models</li><li>Extend ML libraries and frameworks to apply in NLP tasks</li></ul><p><strong>.</strong></p><p><strong>Educational Qualification: </strong>B.Tech/B.E/MCA/MSC/BSC</p>

IQVIA Business Intelligence Interview Guide

Overview

IQVIA Business Intelligence Salary

IQVIA Business Intelligence Interview Process

IQVIA Business Intelligence Interview Questions

IQVIA Business Intelligence Jobs