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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

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?

Simeio Salaries by Position

<h3>Job Description</h3><div>Job Description<div>Senior Business Analyst - Identity and Access Management (IAM)  New York, NY OR Connecticut - Hybrid onsite  Direct Hire/Salaried Key Responsibilities:<ol><li>Requirement Gathering & Analysis:<ul><li>Work with stakeholders to understand business needs, gather Sailpoint IDN related requirements, and document functional and technical specifications.</li><li>Analyze the current IAM environment, identify gaps, and suggest improvements to optimize access control, authentication, and user provisioning processes.</li></ul></li><li>Project Management & Support:<ul><li>Lead IAM projects, collaborating with IT teams, security experts, and business units to ensure timely project delivery.</li><li>Facilitate the implementation of Sailpoint IDN solutions, including access governance, role-based access control (RBAC), and single sign-on (SSO) systems.</li></ul></li><li>Process Improvement & Strategy:<ul><li>Design and improve Sailpoint IDN workflows, ensuring alignment with compliance, security policies, and business goals.</li><li>Develop Sailpoint IDN strategies and roadmaps, ensuring they align with enterprise-level security frameworks and future needs.</li></ul></li><li>Documentation & Reporting:<ul><li>Create and maintain IAM-related documentation, including user guides, process flows, and technical specifications.</li><li>Provide regular reports on IAM system performance, user access trends, and potential security risks.</li></ul></li><li>Stakeholder Communication:<ul><li>Serve as a liaison between business stakeholders, IT, and security teams, ensuring effective communication about IAM needs and solutions.</li><li>Conduct IAM training sessions for business users to ensure understanding and proper use of the systems.</li></ul></li><li>Compliance & Security:<ul><li>Ensure all IAM processes and systems comply with industry standards, security policies, and regulatory requirements (e.g., GDPR, SOX, HIPAA).</li><li>Participate in audits and contribute to the development of security protocols related to identity management.</li></ul></li><li>Product Ownership:<ul><li>Act as the primary point of contact for IAM solutions, with a focus on SailPoint IDN.</li><li>Define and prioritize the product backlog to ensure alignment with business objectives and compliance requirements.</li><li>Work closely with stakeholders to gather requirements, define use cases, and translate them into technical specifications.</li><li>Develop and maintain a product roadmap for IAM initiatives.</li></ul></li><li>Performance Metrics<ul><li>Knowledge of key IAM Objectives and Key Results (OKRs) and Key Risk Indicators (KRIs).</li><li>Develop and track performance metrics to ensure IAM objectives are being met and risks are being managed effectively.</li><li>Use data-driven insights to inform decision-making and drive continuous improvement in IAM processes.</li></ul></li></ol>Qualifications:<ul><li>Experience: 10+ years of experience in business analysis, with a focus on IAM or information security.</li><li>Technical Skills:<ul><li>Familiarity with IAM tools (e.g., SailPoint, Okta, Ping Identity, Microsoft Azure AD).</li><li>Strong understanding of access management concepts such as RBAC, SSO, multi-factor authentication (MFA), and directory services.</li><li>Experience with compliance frameworks like GDPR, SOX, or PCI-DSS.</li></ul></li><li>Analytical Skills: Ability to analyze business processes and recommend solutions to optimize IAM systems.</li><li>Soft Skills: Strong communication, project management, and stakeholder engagement skills.</li></ul>Why Simeio?: Simeio is a global managed services provider offering Identity and Access Management solutions delivered as a service and interoperable with leading IAM tools. With 700+ employees worldwide, Simeio secures over 160 million identities globally for large enterprises and government entities.Services and solutions from Simeio include Customer Identity & Access Management, Privileged Access Management, Identity Proofing, Access Management & Federation, Identity Governance & Administration, Application Onboarding, and Simeio Identity Orchestrator. The company has been recognized for its business and technical leadership and highly rated by Gartner, Forrester, and KuppingerCole, and was ranked by Great Places to Work®. For more information visit simeio.comSimeio is an equal opportunity employer. If you require assistance with completing this application, interviewing, completing any pre-employment testing, or otherwise participating in the employee selection process, please direct your inquiries to any of the recruitment team at recruitment@simeio.com or +1 404-882-3700.Powered by JazzHRSzVVJMphgT</div></div>

Senior Business Analyst - Identity and Access Management (IAM) New York, NY OR Connecticut - Hybrid onsite Direct Hire/Salaried Key Responsibilities: Requirement Gathering & Analysis: Work with stakeholders to understand business needs, gather Sailpoint IDN related requirements, and document functional and technical specifications. Analyze the current IAM environment, identify gaps, and suggest improvements to optimize access control, authentication, and user provisioning processes. Project Management & Support: Lead IAM projects, collaborating with IT teams, security experts, and business units to ensure timely project delivery. Facilitate the implementation of Sailpoint IDN solutions, including access governance, role-based access control (RBAC), and single sign-on (SSO) systems. Process Improvement & Strategy: Design and improve Sailpoint IDN workflows, ensuring alignment with compliance, security policies, and business goals. Develop Sailpoint IDN strategies and roadmaps, ensuring they align with enterprise-level security frameworks and future needs. Documentation & Reporting: Create and maintain IAM-related documentation, including user guides, process flows, and technical specifications. Provide regular reports on IAM system performance, user access trends, and potential security risks. Stakeholder Communication: Serve as a liaison between business stakeholders, IT, and security teams, ensuring effective communication about IAM needs and solutions. Conduct IAM training sessions for business users to ensure understanding and proper use of the systems. Compliance & Security: Ensure all IAM processes and systems comply with industry standards, security policies, and regulatory requirements (e.g., GDPR, SOX, HIPAA). Participate in audits and contribute to the development of security protocols related to identity management. Product Ownership: Act as the primary point of contact for IAM solutions, with a focus on SailPoint IDN. Define and prioritize the product backlog to ensure alignment with business objectives and compliance requirements. Work closely with stakeholders to gather requirements, define use cases, and translate them into technical specifications. Develop and maintain a product roadmap for IAM initiatives. Performance Metrics Knowledge of key IAM Objectives and Key Results (OKRs) and Key Risk Indicators (KRIs). Develop and track performance metrics to ensure IAM objectives are being met and risks are being managed effectively. Use data-driven insights to inform decision-making and drive continuous improvement in IAM processes. Qualifications: Experience: 10 years of experience in business analysis, with a focus on IAM or information security. Technical Skills: Familiarity with IAM tools (e.g., SailPoint, Okta, Ping Identity, Microsoft Azure AD). Strong understanding of access management concepts such as RBAC, SSO, multi-factor authentication (MFA), and directory services. Experience with compliance frameworks like GDPR, SOX, or PCI-DSS. Analytical Skills: Ability to analyze business processes and recommend solutions to optimize IAM systems. Soft Skills: Strong communication, project management, and stakeholder engagement skills. Why Simeio ?: Simeio is a global managed services provider offering Identity and Access Management solutions delivered as a service and interoperable with leading IAM tools. With 700 employees worldwide, Simeio secures over 160 million identities globally for large enterprises and government entities. Services and solutions from Simeio include Customer Identity & Access Management, Privileged Access Management, Identity Proofing, Access Management & Federation, Identity Governance & Administration, Application Onboarding, and Simeio Identity Orchestrator. The company has been recognized for its business and technical leadership and highly rated by Gartner, Forrester, and KuppingerCole, and was ranked by Great Places to Work. For more information visit simeio.com Simeio is an equal opportunity employer. If you require assistance with completing this application, interviewing, completing any pre-employment testing, or otherwise participating in the employee selection process, please direct your inquiries to any of the recruitment team at recruitmentsimeio.com or 1 404-882-3700.

Simeio Interview Questions

Simeio Interview Guides

Simeio Interview Questions

Simeio Salaries by Position

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