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

Alignment Healthcare Business Intelligence Interview Guide

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


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

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

Overview

Alignment Healthcare 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.

Alignment Healthcare 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>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

Alignment Healthcare Business Intelligence Interview Questions

Job Number:  7039

Workplace Type:  Fully Remote

Position Title:  Data Scientist

External Description:

Position Summary:

Alignment Healthcare is a data and technology driven healthcare company focused partnering with health systems, health plans and provider groups to provide care delivery that is preventive, convenient, coordinated, and that results in improved clinical outcomes for seniors. We are experiencing rapid growth (backed by top private equity firms), our Data Science team is looking for the best and brightest data scientists. Data drives the way we make decisions. We love our customers and understanding them better makes it possible to provide the best clinical outcome and care experience. This position will play a key role in uncovering deep insights from data using advanced machine learning technologies and advanced statistical analysis, processing very large data sets using cloud-based data pipelines, variety of analytic tools, visualizations and delivering actionable healthcare insights & solutions.

General Duties/Responsibilities (May include but are not limited to):
Collaborate with key business leaders to understand their business problems and come up with analytical solutions.
Applying coding skills and knowledge data structures to develop projects in partnership with other scientists and engineers in the team
Build end-to-end data science solutions which will improve healthcare outcomes and reduce the cost for our members.
Build customer segmentation models to better understand our customers, and tailor the clinical outcome and healthcare care experience for them.
Develop scalable and efficient modeling algorithms that can work in production systems.
Collaborate with the engineering team to build end-to-end cloud based machine learning production pipelines.
Design and implement online experiments and experimental frameworks
Contribute to the integration of large language models (LLMs) into data science solutions to enhance natural language understanding, data retrieval, and predictive analytics capabilities.
Minimum Requirements:

To perform this job successfully, an individual must be able to perform each essential duty satisfactorily. The requirements listed below are representative of the knowledge, skill, and/or ability required. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions.   Minimum Experience:
2+ years of relevant experience in predictive modeling and analysis
Education/Licensure:
PhD in Computer Science, Engineering, Mathematics, Statistics, or related field
Other:
Excellent communication, analytical and collaborative problem-solving skills
Experience in building end to end data science solutions and applying machine learning methods to real world problems with measurable outcomes.
Deep understanding and experience with various machine learning algorithms, including deep neural networks, natural language processing, kernel methods, dimensionality reduction, ensemble methods, HMM and graph algorithms.
Solid data structures & algorithms background.
Strong programming skills in one of the following: Python, Java, R, Scala or C++
Demonstrated proficiency in SQL and relational databases.
Experience with data visualization and presentation, turning complex analysis into insight.
Experience in setting experimental analytics frameworks or strategies for complex scenarios.
Understanding of relevant statistical measures such as confidence intervals, significance of error measurements, development, and evaluation data sets, etc.
Experience with manipulating and analyzing complex, high-volume, high-dimensionality and unstructured data from varying sources
Preferred Qualifications:
Healthcare experience
Experience in Big Data processing technologies: Hadoop, Spark, Cosmos
Experience in Azure, AWS or other cloud ecosystems.
Experience in NoSQL databases.
Published work in academic conferences or industry circles.
Demonstrable track record dealing well with ambiguity, prioritizing needs, and delivering results in an agile, dynamic startup environment
Experience with fraud detection in medical claims, including methods like anomaly detection, predictive modeling, and data pattern recognition to identify fraudulent activities.

Work Environment:

The work environment characteristics described here are representative of those an employee encounters while performing the essential functions of this job. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions.

Pay Range: $150,000 - $170,000 annually.

City:  Remote-US

State:  California

Location City:  Remote-US

Location State:  California

Community / Marketing Title:  Data Scientist

Company Profile:

Alignment Health is revolutionizing health care for seniors by leveraging our world-class technology platform, innovative care delivery models, deep physician partnerships and our serving heart culture! From member experience professionals and clinicians, to data scientists and operations leaders, we have built a talented and passionate team that is deeply committed to our mission of transforming health care for the seniors we serve. Ready to join us?

At Alignment Alignment, delivering exceptional care to seniors starts with ensuring an exceptional experience for our over 1,300 employees. At the center of our employee experience is a culture where employees at all levels and across all teams are encouraged to share their unique ideas and perspectives. After all, when you can bring your authentic self to work, whether that's in a clinical setting, our corporate office or a home office, creativity and innovation flourish! Another important part of the Alignment culture is a belief in continuous learning and growth. As a result, in this fast-growing company, you will find ample support to grow your skills and your career - with us.

EEO Employer Verbiage:

Please note: All clinical positions are contingent upon successful engagement with Alignment Health's COVID-19 Vaccination program (fully vaccinated with documented proof or approved exception/deferral).

Alignment Health is an Equal Opportunity/Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability, age, protected veteran status, gender identity, or sexual orientation.

*DISCLAIMER: Please beware of recruitment phishing scams affecting Alignment Health and other employers where individuals receive fraudulent employment-related offers in exchange for money or other sensitive personal information. Please be advised that Alignment Health and its subsidiaries will never ask you for a credit card, send you a check, or ask you for any type of payment as part of consideration for employment with our company. If you feel that you have been the victim of a scam such as this, please report the incident to the Federal Trade Commission at https://reportfraud.ftc.gov/#/. If you would like to verify the legitimacy of an email sent by or on behalf of Alignment Health's talent acquisition team, please email [email protected].

Alignment Healthcare Business Intelligence Interview Guide

Overview

Alignment Healthcare Business Intelligence Salary

Alignment Healthcare Business Intelligence Interview Process

Alignment Healthcare Business Intelligence Interview Questions

Alignment Healthcare Business Intelligence Jobs