Prepare for and practice interview questions from Mathematica Policy Research.

Mathematica Policy Research Interview Questions

Mathematica Policy Research Interview Guides

<p>You are testing hundreds of hypotheses with many <em>t</em>-tests. What considerations should be made?</p>


<p>What is a key disadvantage of the F-test when compared to multiple t-tests?</p>

What is a key disadvantage of the F-test when compared to multiple t-tests?

Hundreds of Hypotheses

You are testing hundreds of hypotheses with many t-tests. What considerations should be made?

<p>Let’s say that your company is running a standard control and variant AB test on a feature to increase conversion rates on the landing page. The PM checks the results and finds a .04 p-value.</p>

<p>How would you assess the validity of the result?</p>


Experiment Validity

<p>Let’s say we have a table with an <code>id</code> and <code>name</code> fields. The table holds over 100 million rows and we want to sample a random row in the table without throttling the database.</p>

<p>Write a query to randomly sample a row from this table.</p>

<p><strong>Input:</strong></p>

<p><code>big_table</code> table</p>

<table>
<thead>
<tr>
<th>Columns</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>


Write a query to randomly sample a row from a big table.

Random SQL Sample

Mathematica Policy Research Salaries by Position

<p>Mathematica Principal Data Scientist (Remote Eligible) Charleston, West Virginia Apply Now Mathematica applies expertise at the intersection of data, methods, policy, and practice to improve well-being around the world. We collaborate closely with public- and private-sector partners to translate big questions into deep insights that improve programs, refine strategies, and enhance understanding. Our work yields actionable information to guide decisions in wide-ranging policy areas, from health, education, early childhood, and family support to nutrition, employment, disability, and international development. Mathematica offers our employees competitive salaries and a comprehensive benefits package, as well as the advantages of being 100 percent employee-owned.
We are seeking a motivated Principal Data Scientist to lead data science efforts within our Data Innovation Lab. This individual will lead the development of data-driven solutions that address critical challenges in healthcare, identifying and capitalizing on emerging opportunities to transform health data into actionable insights and innovative products, and ensuring our lab remains at the cutting edge of innovation in the healthcare industry.
Responsibilities:
Strategic leadership: Lead the data science function within the lab, transforming highly conceptual data ideas into actionable, data-driven solutions. Articulate data concepts, guiding the development of well-designed data products from ideation through productization. Position the Lab as the hub of innovation within Mathematica and with our clients, fostering a culture of innovation.
Analytics & Product Development: Lead the design of products from concept to launch, ensuring they are user-friendly and meet client needs. Stay up to date with emerging technologies and incorporate this knowledge into the design process to enhance data product innovation. Define assessment criteria for understanding data products purchased from vendors and created internally. Lead change management efforts to create a continuous innovation culture at Mathematica.
Collaboration: Work collaboratively with client partners, solution architects, and development teams to understand the problem domain and design solutions that meet client needs. Communicate design decisions and trade-offs effectively to stakeholders. Foster community and collaboration through regular forums for knowledge-sharing.
Mentorship & Supervision: Mentor and pair with designers and engineers to craft creative solutions. Oversee the development of lab projects to ensure consistent and streamlined delivery of data products.
Diversity, Equity & Inclusion: Actively support the advancement of organizational diversity, equity, and inclusion efforts, and apply a diversity, equity, and inclusion lens across job responsibilities. Engage with our research team during usability testing and user research studies to gather insights and ensure that our products meet the diverse needs of our customers.
Position Requirements:
Minimum of 7-10 years of experience in data science and analytics, with a strong focus on healthcare.
Advanced degree (PhD or Master’s) in Data Science, Computer Science, Economics, Public Health, Statistics, or a related field.
Knowledge of statistical programming languages like R and Python, and database query languages like SQL and Hive; experience with Scala, Java, or C++ is ideal.
Experience with applied statistical skills, including knowledge of statistical tests, distributions, regression, and maximum likelihood estimators.
Knowledge of machine learning methods like k-Nearest Neighbors, Naive Bayes, SVM, and Decision Trees.
Strong understanding of multivariable calculus and linear algebra fundamentals for predictive performance and algorithm optimization techniques.
Proficiency with data wrangling and managing data imperfections.
Experience with data visualization tools like matplotlib, ggplot, d3.js, and Tableau.
Experience with cloud computing such as AWS, GCP, Microsoft Azure, etc.
This position offers an anticipated annual base salary range of $150,000 - $190,000. This position is eligible for a discretionary bonus based on company and individual performance. To apply, please submit a cover letter (optional), resume, code samples, and salary expectations.
STAFFING AGENCIES AND THIRD-PARTY RECRUITERS: Mathematica is not accepting candidates for this role or any technical role from staffing agencies or third-party recruiters. Please do not contact technical or senior staff at Mathematica or share unsolicited resumes. All agency inquiries go through the talent acquisition team and will be routed accordingly.
Staff in our Health or Human Services units will eventually work with some of our largest clients, including the Centers for Medicaid & Medicare Services (CMS) and other agencies. Most staff working on these contracts will be required to complete a successful background investigation including the Questionnaire for Public Trust Position SF-85. Staff that are unable to successfully undergo the background investigation will need to be able to obtain work outside these contracts. Staff will work with their supervisor to get re-staffed; however, if they are unable to do so, it may result in employment termination due to lack of work.
Available Locations: Washington, DC; Princeton, NJ; Remote
We are an Equal Opportunity Employer and do not discriminate against any employee or applicant for employment because of race, color, sex, age, national origin, religion, sexual orientation, gender identity, status as a veteran, and basis of disability or any other federal, state, or local protected class.

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Mathematica Policy Research Interview Questions

Mathematica Policy Research Interview Guides

Mathematica Policy Research Interview Questions

Mathematica Policy Research Salaries by Position

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