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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

Suppose there exists a new airline named Jetco that flies domestically across North America. Jetco recently had a study commissioned that tested the boarding time of every airline, and it came out that Jetco had the fastest average boarding times of any airline.

What factors could have biased this result, and what would you look into?

What could potentially bias the average boarding time in favor of an airline that only flies domestically?

What could potentially bias the average boarding time in favor of an airline that only flies domestically?

Boarding Times Bias

A new airline came out as the fastest average boarding times compared to other airlines.  What factors could have biased this result and what would you look into?

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

Experient Group Salaries by Position

Work With Us At Experient Group, we value community, collaboration, and people who are willing to roll up their sleeves to get the job done. While functional and technical skills are critical, we place a priority on hiring people who match our values. Our philosophy is simple: we attract and hire talented people, then provide them with a supportive community, career opportunities, and guidance from our experienced leadership so they can thrive. In short, we strive to serve our people better than anyone else. What You'll Do<ul><li>Fill a role blending technical delivery management, digital product ownership, and account leadership.</li><li>Lead a team comprised of a couple of small pods/projects with 20+ employees, client personnel, and contractors including software engineers, technical business analysts, quality assurance testers, and production support analysts.</li><li>Manage project scope, risks & issues, stakeholders & communications, resources, finances, schedule, and quality.</li><li>Work directly with client project sponsor and other senior stakeholders.</li><li>Advise the client on best practices for digital product ownership and delivering software solutions in an agile manner.</li><li>Enable and improve the team's operating model, ways of working, information sharing, and collaboration.</li><li>Balance run activities related to production support with build activities related to quarterly business objectives.</li><li>Own and facilitate client meetings and sprint ceremonies.</li><li>Provide scrum teams (pods) with delivery guidance.</li><li>Accountable for project administration and various recurring reports.</li></ul>What You'll Bring<ul><li>8+ years of digital product management experience.</li><li>10+ years of technology, management consulting, professional services, and/or Big 4 consulting experience.</li><li>Leads and drives sprint ceremonies, backlog refinement, user story creation, epic/feature design, PI planning activities, engineer assignments and deadlines tracking & reports.</li><li>Assists client's product owners with process improvements and standardization to help mature client's overall digital product maturity.</li><li>Strong project management experience</li><li>Strong stakeholder management experience working with senior management and vendors.</li><li>Experience advising clients on best practices.</li><li>Ability to guide a team and keep positive morale.</li><li>Experience managing or designing production support teams.</li><li>Process improvement mindset.</li><li>Passion for learning and solving business problems with technology.</li><li>Experience with JIRA and ADO is a plus.</li><li>Experience leading projects where digital technology is impacting a physical environment (e.g. restaurant, store, doctor office, etc.) is a plus.</li></ul> Location: Atlanta, GA About Us Experient Group is an Atlanta-based business + IT consultancy that offers flexible and innovative solutions tailored to our clients' business environment, culture, and budget. We don't assume anything - we set out to continually prove ourselves by going above and beyond in every client engagement. We work collaboratively to understand our clients' business and provide guidance that enables them to achieve results.

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