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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.

How would you assess the validity of the result?

Experiment Validity

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

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

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?

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.

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

Input:

<code>big_table</code> table

<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

Aquent Salaries by Position

Overview Placement Type: Temp to Perm Salary: 90-98k DOE Start Date: 01.02.2025 Aquent Studios seeks a technically savvy Senior Data Analyst to support a leading client in the retail pharmacy space. Our candidate will be responsible for analyzing and presenting current and historical data to internal and external partners to provide invaluable insight to category management teams. In addition, they will own the collection, analysis, and compiling of data generated from multiple data systems in order to ensure accurate and complete reporting within required timelines. They will also articulate business partner and/or client requirements into technology enabled solutions, measures and dashboards, using Power BI and/or other similar tools. We are looking for someone who is both technically savvy with tools, but also understands how to leverage storytelling in the reporting and visualization of data. A technical assessment is required as part of the interview process. We seek someone within easy commuting distance of Plantation, FL so that regular on-site presence (T-Th) would be possible. We will also consider candidates who are close enough to be able to commute to the office at least a few times a month. POSITION RESPONSIBILITIES <ul> <li>Collaborate with business teams and leadership to identify trends and process improvement opportunities through data.</li> <li>Develop and automate moderate to very complex standard and ad hoc reports, scorecards and dashboards.</li> <li>Construct/deliver analytical findings in presentation format including visualization of data, formulate recommendations, and effectively present results to audiences</li> <li>Provide support for data integrity and requirements design for impacted systems and reports/dashboards built. </li> <li>Be a technical knowledge resource to other Analysts and the business teams that are supported. </li> </ul> REQUIRED QUALIFICATIONS <ul> <li>Bachelor's - Quantitative field a plus.</li> <li>Conceptual and practical understanding of relational databases and data architecture</li> <li>Strong intellectual curiosity and ability to structure and solve difficult problems with minimal supervision.</li> <li>Ability to present results to both technical and non-technical audiences</li> <li>Exerience using Microsoft DAX for calculations within Power BI</li> <li>Basic Tableau experience - not necessary to be able to use it to create visualizations </li> <li>3+ years of experience in data analysis, project management, or related field in a retail/healthcare industry</li> <li>3+ years of experience in report development through SQL </li> <li>3 + years of experience using SQL, Oracle PL/SQL, and writing reports and dashboards</li> <li>Advanced knowledge of Microsoft Office Products to include Excel/Access skills </li> <li>Excellent time management and organizational skills</li> </ul> PREFERRED QUALIFICATIONS <ul> <li>MBA/MS - Quantitative field a plus </li> <li>5+ years of experience in data analysis, project management, or related field in a retail/healthcare industry</li> <li>Experience in merchandising and/or category management</li> </ul> <ul> <li>5+ years of experience in report development through SQL and Power BI</li> <li>5 + years of experience using SQL and Oracle PL/SQL, and writing reports and dashboards</li> </ul> #APP Client Description Aquent Studios is a global creative studio that delivers scale, speed and efficiency to the world's most recognized brands. We create the work that matters the most to them-work that has a real impact on their business. As an Aquent Studio team member, you'll have the opportunity to engage with the largest and most influential companies in the world, solving design challenges and extending their brands across tactic types and platforms, including digital design, UI/UX, video, motion, content, print design, web development, and more. If you want to do work that matters in a collaborative setting that values ingenuity and personal growth, you have found the right place!

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