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

Abt Associates Business Intelligence Interview Guide

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


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

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

Overview

Abt Associates 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.

Abt Associates 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>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

<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

Abt Associates Business Intelligence Interview Questions

Job Description

The World at Abt

Solving the world's most pressing issues and improving the quality of life for people worldwide is what we do every day at Abt Global. Creating a more equitable world is no small task, but we are driven by big challenges.

We are a team of 3,000+ people in over 50 countries working in unison and focused on the bigger picture. Only by sharing our commitment, energy, and innovation do we affect change and push the boundaries of what's possible. We welcome diverse ideas, backgrounds, and viewpoints - joining Abt means access to exceptional thinkers at the top of their game.

To thrive at Abt is to embrace flexibility and collaboration. Our open culture allows you to balance your work and personal life as needed to optimize personal well-being. Creating a more equitable world starts from within - we look after people around the world, and we'll do the same for you.

Ready to embrace rewarding and meaningful work? Now's your chance.

The Opportunity

Abt Global is seeking a data scientist to join its growing team in the Digital and Data Services (DDS) Division. This division plays a key role within Abt providing data science methods, artificial intelligence (AI), and automation tools to a broad range of U.S. government agencies. Much of this work is focused on data modernization and analysis in areas such as healthcare, public health, housing, the environment, and human services.

The Medicaid Data Scientist works with internal colleagues and external clients to answer complex technical questions. They will perform data cleaning and automated scripts, analyze textual and numerical data, and may utilize various tools to deploy generative AI, natural language processing, and machine learning workflows. This specialized Medicaid position will work in the CMS data ecosystem, with much analysis occurring in the CMS Cloud and CMCS's DataConnect environment.

The selected candidate must be experienced in data science methods, with preference given to experience with Python. Experience with TMSIS data or other types of healthcare claims or electronic health record (EHR) data is preferred.

The Medicaid Data Scientist may work on-site in Abt's offices in any of Atlanta, GA, Cambridge, MA, Durham, NC, or Rockville, MD in a hybrid remote/in-person status, or full-time remote from within the US.

Core Responsibilities

The successful hire will be able to perform the following functions and have the following mix of experience and skills:
Lead tasks, including organizing work plans and delegating work, with minimal supervision.
Develop technical solutions to complex problems through ingenuity and innovation.
Collect data from various sources, such as APIs, and perform data management tasks.
Support data modernization efforts and develop/improve automated data workflows.
Experience with generative AI, natural language processing, and/or machine learning methods.
Programming proficiency in Python, SQL, and version control (git) software.
What We Value     PhD in Health Informatics or similar degree with 0 years experience, or Masters + 3 years experience or Bachelors + 5 years experience, OR the equivalent combination of education and experience.
Experience working with healthcare claims data, EHR data, or TMSIS data.
Must have a current CMS PIV card or the ability to successfully obtain one.
CMS experience, or other government or public sector experience strongly preferred.
Experience with TMSIS data (Medicaid data) is strongly preferred.
Strong writing, presentation, and interpersonal communication skills.

What We Offer

We foster an environment where you can Thrive Your Way. Our innovative total rewards programs are designed to help balance your work and personal life. The approach toward your wellbeing centers around comprehensive benefits, flexible schedules, and professional development.

Abt Global is an Affirmative Action/Equal Opportunity employer committed to fostering a diverse workforce. Abt Global provides market-competitive salaries and comprehensive employee benefits. Local candidates strongly encouraged to apply.

This position offers an anticipated annual base salary range of approximately $83,000 to $132,000 and may vary by ten percent depending on candidate geographic location. Salary offers are made based on internal equity and market analysis.

Disclaimer: Abt Global will never ask candidates for money in exchange for an offer of employment.

#LI-Remote #LI-Hybrid

<p>Abt is seeking a data scientist to join its growing team in the Digital and Data Services (DDS) Division. This division plays a key role within Abt providing data science methods, artificial intelligence (AI), and automation tools to a broad range of U.S. government agencies. Much of this work is focused on data modernization and analysis in areas such as healthcare, public health, housing, the environment, and human services.</p>

<strong>Job Description</strong><br><br><strong>The World at Abt </strong><br><br>Solving the world's most pressing issues and improving the quality of life for people worldwide is what we do every day at Abt. Creating a more equitable world is no small task, but we are driven by big challenges.<br><br>We are a team of 3,000+ people in over 50 countries working in unison and focused on the bigger picture. Only by sharing our commitment, energy, and innovation do we affect change and push the boundaries of what's possible. We welcome diverse ideas, backgrounds, and viewpoints - joining Abt means access to exceptional thinkers at the top of their game. <br><br>To thrive at Abt is to embrace flexibility and collaboration. Our open culture allows you to balance your work and personal life as needed to optimize personal well-being. Creating a more equitable world starts from within - we look after people around the world, and we'll do the same for you.<br><br>Ready to embrace rewarding and meaningful work? Now's your chance.<br><br><strong>The Opportunity</strong><br><br>Abt is seeking a Data Scientist to join its growing team in the Digital and Data Services (DDS) Capability. This team plays a key role within Abt providing data science methods, artificial intelligence (AI), and automation tools to a broad range of U.S. government agencies. Much of this work is focused on data modernization and analysis in areas such as healthcare, public health, housing, the environment, and human services.<br><br>The Data Scientist works with internal colleagues and external clients to answer complex technical questions. They will perform data cleaning and data pipeline engineering, analyze textual and numerical data, and utilize tools in Azure and AWS cloud environments to deploy generative AI, natural language processing, and machine learning workflows. The selected candidate must be experienced in data science methods, with preference given to experience with Python.<br><br><strong>Core Responsibilities</strong><br><br>The successful hire will be able to perform the following functions and have the following mix of experience and skills:<br><ul> <li>Lead tasks, including organizing work plans and delegating work, with limited supervision.</li> <li>Develop technical solutions to complex problems through ingenuity and innovation.</li> <li>Collect data from various sources, such as with webscraping and APIs.</li> <li>Experience with cloud computing services (e.g., <strong>AWS</strong>, Azure).</li> <li>Experience with generative AI, natural language processing (NLP), and machine learning methods.</li> <li>Strong programming skills in Python, proficiency in R or SQL, and experience with version control (git) software.</li> <li>Strong writing, presentation, and interpersonal communication skills.</li></ul><br><strong>What We Value</strong><br><ul> <li>Preference given to those with workflow automation experience, including tools such as Prefect, Dagster, and AWS Lambda.</li> <li>Preference given to those with Infrastructure as Code (IaC) experience, particularly TerraForm.</li> <li>Preference given to candidates interested in MLOps and willing to assist in expanding departmental capabilities.</li> <li>Bachelors + 5 years of relevant experience, Masters + 3 years of relevant experience, or PhD in Computer Science or related degree </li> <li>Must have a current US federal Public Trust clearance or the ability to successfully obtain one.</li></ul><br><strong>What We Offer</strong><br><br>Abt Global is an Affirmative Action/Equal Opportunity employer committed to fostering a diverse workforce. Abt Global provides market-competitive salaries and comprehensive employee benefits. Local candidates strongly encouraged to apply. <br><br>We foster an environment where you can Thrive Your Way. Our innovative total rewards programs are designed to help balance your work and personal life. The approach toward your wellbeing centers around comprehensive benefits, flexible schedules, and professional development. <br><br>This position offers an anticipated annual base salary range of approximately $91,000 to $146,000 and may vary by ten percent depending on candidate geographic location. Salary offers are made based on internal equity and market analysis. <br><br>Disclaimer: Abt will never ask candidates for money in exchange for an offer of employment.<br><br>#LI-UN1 #LI-Remote #LI-Hybrid

Abt Associates Business Intelligence Interview Guide

Overview

Abt Associates Business Intelligence Salary

Abt Associates Business Intelligence Interview Process

Abt Associates Business Intelligence Interview Questions

Abt Associates Business Intelligence Jobs