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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 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

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

Connectwise Salaries by Position

ConnectWise is the world's leading software company dedicated to the success of IT solution providers. We do it through our unmatched software, services, and community, and that’s why more IT solution providers use our platform around the world than any other. Our company is filled with tech-loving, passionate people who simply want to make IT better. From the top-down, we are all dedicated to guiding our partners and the industry further. Job location - Pune (Hybrid) Technical Skills –• ASP.net, .NET core, C#, JavaScript, SQL, MVC, Web API• Experience with Intellij / Eclipse, Visual Studio and Git Source Control• Experience with HTML, CSS, Javascript• Good to have in React (Optional)• Strong computer skills as well as excellent verbal and written communication skills• Organized, detail-oriented, self-motivated, and willing to develop professionally• Strong team player, ability to build positive and collaborative relationships within the organization• Ability to work on multiple priorities and/or projects simultaneously• Problem solving abilities and the ability to meet reasonable deadlines• Ability to work under general supervision• Ability to understand complex algorithms Roles & Responsibility• Designs, modifies, develops, writes and implements software programming applications• Coding and debugging software• Participates in the testing process through test review and analysis, test witnessing and certification of software• Meet with stakeholders to define project scope• Oversee projects completely, from requirements document to delivery. This includes:• Reviewing user stories o Creating acceptance criteria• Coordinating with project manager to maintain project visibility and completion estimates• Managing change control• Fix customer issues at code level and release to production• Support, and/or installs software applications • Diagnoses issues in software applications and environments

Company DescriptionConnectWise is a software platform designed for technology solutions providers (TSPs) to run their entire as-a-service business. With a robust suite of products, including business management, remote monitoring and management, remote control and access, quote and proposal automation, and cybersecurity risk assessments, ConnectWise empowers TSPs to succeed in the IT industry. Our company values diversity and cultivates a positive and inclusive culture where every colleague is valued for their unique contributions. Knowledge, Skills, and/or Abilities Required:<ul><li>Ability to manage projects and processes independently with limited supervision.</li><li>Advanced knowledge of applicable work area</li><li>Ability to situationally adapt and understand new technology/processes as per business requirement.</li><li>Knowledge of a variety of the field's concepts, practices, and procedures</li><li>Ability to work constructively and independently under stress and pressure in a fast paced, multi-tasking environment.</li><li>Ability to manage competing priorities while producing high quality work.</li><li>Ability to interact positively and openly with colleagues and external business contacts, with strong verbal and written communication</li><li>Strong organization and time-management skills with the ability to meet reasonable deadli</li><li>Strong knowledge of programming languages and software bas</li><li>Strong knowledge of relevant software development tools including version control, build processes, debuggers, and test framework.</li></ul> Work Location: Pune only.Outstation candidates willing to relocate can apNotice Period: Immediate joiners or serving Notice Period candidateWork Type: Hybrid Twice a week from Connectwise Hinjewadi office Pune.CTC: Best in the industry. Educational/Vocational/Previous Experience Recommendations<ul><li>Bachelor’s degree in related field or equivalent business exp</li><li>Experience 4+ years of hands-on product development experience, preferably with SaaS products.</li><li>Experience with the following: Frontend UI React JS , ES6, Javascript, Redux, HTML 5, CSS3, Styled-Components, CSS Modules, SCSS/SASS, Single Page Application, Micro Frontends, Webpack, Java/Golang, RESTful/SOAP services, microservice</li><li>AWS. Experience making technical decisions, and long enough tenure to have observed the outcome of the decision.</li><li>Good knowledge of CI/CD</li><li>Hands on experience of Unit test case writing.</li></ul> About companyConnectWise is an IT software platform built by the innovation of several minds passionate and committed to helping technology solution providers (TSPs) realize their success in today€™s ever-evolving marketplace. Everything we do is tailored toward enabling customer success. That€™s why we call them partners and not just customers.ConnectWise is the longest-running, market-leading software platform for technology solution providers (TSPs). The ConnectWise platform is used by more TSPs (35,000) around the world than any other software platform. So, in a way, you could say we help keep the IT world spinning.We have 2,600 colleagues. Founded in 1982, we are a 38-year-old well-established product company headquartered in Tampa and located in 14 centers across the globe.We are seeking talented colleagues to travel with us on our exciting journey ahead! For more details, please go through the below link https://www.connectwise.com/company/about-usCompany InfoLink:<a>ConnectWise website</a>Address:8th Floor, Wing B,, Unit Nos. I and 2 Times Square,, Marol, Andheri Kurla Road Andheri East, Mumbai Suburban, Maharashtra, MUMBAI, Maharashtra, India ,

We are seeking a highly motivated individual to join a hybrid team that is mostly located in Mumbai or Pune. In this role, you will be expected to become a subject matter expert for the ConnectWise Automate web client. You will bring your strong knowledge and experience to design, develop, maintain, support and lead engineering efforts in our web client. Since you will be joining a hybrid team, hybrid work hours are required. preferred location is Pune.Years of experience: 8+Languages: JavaScript, MySQL, C#Frameworks: ReactCloud Services: AWSTooling: GitLabOS: Windows, Windows Server, Mac, LinuxServices: MySQLProject Management: Jira, Confluence

Principal Software EngineerFullstack role (.net with React is must)Experience Level: 8+yearsPune/Mumbai Job Description:We are seeking a highly motivated individual to join a hybrid team that is mostly located in India. In this role you will be expected to become a subject matter expert for the ConnectWise Automate web client.You will bring your strong knowledge and experience to design, develop, maintain, support and lead engineering efforts in our web client.Since you will be joining a hybrid team, hybrid work hours are required. Preferred location is Pune. Skills:<ul><li>8+ Years of experience</li><li>Languages: JavaScript, MySQL, C#, .net</li><li>Frameworks: React must have</li><li>Cloud Services: AWS</li><li>Tooling: GitLab</li><li>OS: Windows, Windows Server, Mac, Linux</li><li>Services: MySQL</li><li>Project Management: Jira, Confluence</li></ul>

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