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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

Elevate Salaries by Position

The ideal person must live in the Charlotte Metro area, and not need sponsorship. They will have strong SQL experience, understand how data relates to business, and be comfortable communicating with internal and external clients. They have a get-it-done mentality, able to be flexible to find creative solutions, and understand the "why" behind business. _________________________________________ We are looking for a self-motivated Associate- Data Analyst who will be responsible for interpreting data, analyzing results using statistical techniques, and providing ongoing reports. The ideal candidate will have a strong understanding of data analytics tools and methodologies, as well as excellent communication skills to present findings to key stakeholders.Responsibilities:● Collecting and interpreting data from various sources, including databases, external APIs, and spreadsheets, analyzing data to identify trends, patterns, and insights that will help drive business decisions.● Developing and maintaining data models,● Creating and presenting reports and visualizations to communicate findings to stakeholders.● Collaborating with cross-functional teams to understand business needs and provide data-driven solutions.● Identifying opportunities for process improvements and efficiency gains through data analysis.● Ensuring data accuracy and integrity by implementing quality control measures.● Staying up-to-date with industry trends and best practices in data analytics. Qualifications:● Bachelor's degree in Computer Science, Statistics, Mathematics, Economics, or a related field.● Proven experience as a Data Analyst, Business Intelligence Associate, or similar role.● Proficiency in data analysis tools such as SQL, Python, R, or similar● Experience with data visualization tools such as Tableau, Power BI, Astrato, or similar.● Strong analytical skills with the ability to collect, organize, analyze, and disseminate significant amounts of information with attention to detail and accuracy.● Excellent communication skills with the ability to present complex information clearly and concisely.● Ability to work independently and collaboratively in a fast-paced environment.● Strong problem-solving skills and a proactive attitude toward tackling challenges.● Experience with machine learning techniques and predictive modeling is a plus. What We Offer● Competitive salary and benefits package.● Opportunity to work with a diverse and talented team.● A dynamic and supportive work environment with room for growth and learning.● The chance to make a meaningful impact in the lives of pets and pet owners.

General Summary

We are looking for an energetic self-starter to join the Product Management team. This opportunity is for a very visible, high impact position helping to manage the Elastic Line of Credit product. You will be responsible for working with a cross functional team to achieve key operating metrics by executing product roadmap initiatives, managing to deadlines, holding yourself and others accountable, and partnering with teams across the organization to drive results. This position must develop and launch product programs and features that create and maintain a competitive position in the market.

The successful candidate will be highly analytical, detail-oriented, and naturally curious with a solid understanding of financial services, lending, and technology. This individual should also be a strategic thinker with experience in strategy execution a plus.

Principal Duties And Responsibilities

Driving product roadmap execution: Deliver new product features and enhancements by working cross-functionally
Create product requirements and collaborate with cross functional teams to communicate requirements
Engage with teams to ensure user stories and acceptance criteria satisfy product expectations
Ensure compliance and regulatory requirements are met

Regular monitoring of portfolio metrics to assess how the product is performing and opportunities to improve: Financial performance and projections
Marketing data and trends
Risk analysis
Customer support metrics

Drive significant business and technology initiatives in a cross functional environment Coordinate with internal partners from Marketing, Legal, Risk and Technology teams
Build and strengthen relationships with internal and external partners

Manage all aspects of the product development lifecycle including: research, design, proposals, prioritization, implementation and post launch maintenance
Identify opportunities to improve overall customer experience across many touch points: Conduct usability testing, surveys, market research, and focus groups
Monitor competitive offerings and ensure product meets or beats the competition
Implement programs to monitor overall customer satisfaction and product usability

Experience And Education

Bachelor’s degree with strong academic performance – graduate degree is a plus, but not required
3-5 years of product management experience - preferably for an Internet/e-commerce property or a financial services firm.
Proven track record of delivering product releases on time with measurable impact to key business metrics

Required Skills, Abilities, Soft Skill Factors

Communication and diplomacy skills necessary to guide, influence and convince others
Ability to efficiently plan and manage numerous projects and tasks simultaneously
Ability to work well under tight deadlines in fast paced, team-oriented environment
Experience in user interface design and usability (emphasis on browser/HTML interfaces) preferred
Exceptional ability to communicate verbally and in writing
Ability to work independently when needed to drive programs to successful completion
Strong attention to detail and organization
Relationship management experience of both internal employees and external partners a plus

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