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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

Microstrategy Salaries by Position

Software Engineer, Senior Cloud<ul><li>Pune, India</li><li>Full-time in person from MicroStrategy Office a minimum of 4 days per week</li></ul>Company DescriptionMicroStrategy transforms organizations into intelligent enterprises through data-driven innovation. We match smart people to dynamic projects and technologies that truly challenge their talents. Curious and creative in outlook, our success is built on the talent and energy of smart and driven people. MicroStrategy (Nasdaq: MSTR) is a worldwide leader in enterprise analytics and mobility software. A pioneer in the BI and analytics space, MicroStrategy delivers innovative software that empowers people to make better decisions and transform the way they do business. We provide our enterprise customers with world-class software and expert services so they can deploy unique intelligence applications.Job Description<ul><li>Work within an agile development team and actively drive aspects of the secure software development lifecycle including specifications, designs, development, implementation, testing, optimization, and delivery.</li><li>Design and oversee the implementation of highly available and secured cloud-based infrastructure solutions deployed to AWS, Azure, and GCP.</li><li>Automate infrastructure provisioning and deployment processes using Infrastructure as code tools.</li><li>Monitor and optimize the performance, reliability, and cost-effectiveness of cloud resources.</li><li>Implement security best practices for cloud environments and ensure compliance with industry standards.</li><li>Design and manage Kubernetes clusters for container orchestration and microservices deployments including multi-tenant architectures.</li><li>Configure and manage cloud networking components to ensure secure and efficient communication between cloud resources and external networks.</li><li>Document infrastructure architecture, designs and operational best practices.</li></ul>Qualifications<ul><li>Undergraduate degree required; degree and/or significant coursework in computer science, or similar engineering program</li><li>5+ years of professional experience in cloud computing and software development, with a demonstrated track record of technical leadership.</li><li>Expertise in cloud services across AWS, Azure, and GCP, with a deep understanding of their respective ecosystems.</li><li>Advanced knowledge of</li><li>Infrastructure Automation: CloudFormation, Terraform, Jenkins;</li><li>Container Technologies: Docker, Kubernetes, Helm, Istio;</li><li>Networking: Load Balancers, Security Groups, Network Access Control, VPN, VPC, TLS;</li><li>Strong knowledge of one or more Languages: Python, NodeJS, Java, Go, JavaScript/TypeScript, ReactJS, Spring;</li><li>In-depth understanding of the 12-factor app methodology and its application in designing scalable, maintainable, and efficient cloud-native applications</li><li>Familiarity with industry standards like GDPR, HIPAA, PCI DSS, NIST 800-53, ISO 27001 and/or SOC2 a plus</li><li>One or more Cloud certifications highly desirable - AWS Certified Solutions Architect, Professional; Azure Solutions Architect Expert; GCP Professional Cloud Architect; Certified Kubernetes Administrator (CKA)</li><li>Strong work ethic; willingness to work additional hours to meet business need and coordinate with colleagues globally</li><li>Demonstrated ability to lead technical teams, engage with stakeholders effectively, manage project timelines and drive projects to successful completion.</li><li>Strong interpersonal skills; ability to work successfully with both technical and non-technical stakeholders.</li><li>Strong written and verbal communication skills. Ability to articulate complex technical concepts.</li><li>Excellent attention to detail; ability to manage multiple work streams and correctly prioritize</li></ul> Additional InformationThe recruitment process includes online assessments as a first step (English, logic, design) - we send them via e-mail, please check also your SPAM folde r

MicroStrategy transforms organizations into intelligent enterprises through data-driven innovation. We match smart people to dynamic projects and technologies that truly challenge their talents. Curious and creative in outlook, our success is built on the talent and energy of smart and driven people. MicroStrategy (Nasdaq: MSTR) is a worldwide leader in enterprise analytics and mobility software. A pioneer in the BI and analytics space, MicroStrategy delivers innovative software that empowers people to make better decisions and transform the way they do business. We provide our enterprise customers with world-class software and expert services so they can deploy unique intelligence applications. <ul><li>Pune, India</li><li>Full-time in person from MicroStrategy Office a minimum of 4 days per week</li></ul> Job Description<ul><li>Work within an agile development team and participate at an engineering level in the design, development, testing, and debugging of software components and products.</li><li>Proactively participate in every aspect of the entire software development lifecycle including input on specifications, designs, development, implementation, test design, test implementation, optimization, and delivery</li><li>Design, implement, and maintain cloud-based infrastructure solutions deployed to AWS, Azure, and GCP.</li><li>Automate infrastructure provisioning and deployment processes using tools like Terraform ARM, or CloudFormation.</li><li>Monitor and optimize the performance, reliability, and cost-effectiveness of cloud resources.</li><li>Implement security best practices for cloud environments and ensure compliance with industry standards.</li><li>Configure and maintain Kubernetes clusters for container orchestration and microservices deployments.</li><li>Document infrastructure architecture and operational procedures.</li></ul> Qualifications<ul><li>Undergraduate degree required; degree and/or significant coursework in computer science, or similar engineering program</li><li>1-2 years of professional experience preferred; will provide training and professional development</li><li>Functional knowledge of AWS, Azure, GCP</li><li>Functional knowledge of Languages: Python, NodeJS, Java, JavaScript/TypeScript, ReactJS, Spring; Infrastructure Automation: CloudFormation, Terraform, Jenkins; Container Technologies: Docker, Kubernetes, Helm, Istio; Networking: Load Balancers, Security Groups, Network Access Control, VPN, VPC, TLS;</li><li>Familiarity with NIST 800-53, ISO 27001 and/or SOC2 a plus</li><li>AWS Cloud Practitioner; AWS Solutions Architect, Associate; AWS Developer, Associate; AWS SysOps Administrator, Associate; AWS DevOps Engineer; Developing Solutions for Azure; GCP Cloud Developer; Kubernetes and Cloud Native Associate certifications desired, but not required</li><li>Strong work ethic; willingness to work additional hours to meet business need and coordinate with colleagues globally</li><li>Strong interpersonal skills; ability to work successfully with both IT and non-IT colleagues</li><li>Strong written and verbal communication skills</li><li>Excellent attention to detail; ability to manage multiple work streams and correctly prioritize</li></ul> Additional InformationThe recruitment process includes online assessments as a first step (English, logic, design) - we send them via e-mail, please check also your SPAM folder

Microstrategy Interview Questions

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Microstrategy Interview Questions

Microstrategy Salaries by Position

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