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Dynatrace Interview Questions

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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

Dynatrace Salaries by Position

<h3>Job Description</h3><div>Job Description<div>Company Description Dynatrace exists to make software work perfectly. Our platform combines broad and deep observability and continuous runtime application security with advanced AIOps to provide answers and intelligent automation from data. This enables innovators to modernize and automate cloud operations, deliver software faster and more securely, and ensure flawless digital experiences.Job Description Data Strategy:<ul><li>Develop and implement a comprehensive data strategy aligned with business objectives, ensuring collaboration with key stakeholders to support their needs and priorities. </li><li>Lead strategic projects to advance our BI and analytics capabilities, partnering across the BI team and business stakeholders to design, execute and rollout. </li><li>Establish a data literacy strategy to uplevel analytics teams and end users on data and metrics, working closely across the data governance, data modeling, and reporting teams to align efforts. </li><li>Identify and recommend value-add opportunities that may not be directly planned or requested by stakeholders. </li></ul>Operational Improvements:  <ul><li>Identify, design, and implement process improvements for our BI environment, development and deployment to enhance operational efficiency and effectiveness. </li><li>Support the continuous enhancement of our BI platform to optimize how users access and leverage insights. </li><li>Explore opportunities for automating repetitive analytics tasks to free up resources for more strategic activities. </li></ul>Analysis & Reporting:  <ul><li>Conduct in-depth analysis of large, complex datasets to uncover trends, patterns, and actionable insights, translating findings into clear, concise business recommendations. </li><li>Support the creation of dynamic dashboards, visualizations, and reports using Power BI. </li><li>Collaborate with business stakeholders to gather requirements, identify key business needs, and ensure accuracy while resolving ambiguity. </li><li>Partner with the BI modeling and reporting teams to recommend improvements to techniques, offerings and operations. </li><li>Ensure data systems and tools are intuitive and accessible to users with varying levels of data expertise. </li></ul>Business Partnership:  <ul><li>Act as a trusted advisor to business stakeholders, facilitating collaboration with the BI team and ensuring their needs are understood and met through effective BI solutions.</li><li>Consult with functional teams (e.g. sales, marketing, finance, HR, customer success) to understand their business challenges, identify data and dashboard solutions, and prioritize high-value opportunities. </li><li>Enhance communication strategies by keeping stakeholders aware of project status, promoting achievements and setting up QBRs to showcase recent deliverables. </li><li>Promote knowledge sharing and best practices across teams to leverage the BI platform and data throughout the organization. </li></ul>Continuous Improvement:<ul><li>Define, monitor and report on key performance indicators (KPIs) to measure the impact and success of BI initiatives. </li><li>Stay updated with the latest trends and technologies in data analytics, assessing their potential application within the BI team and organization. </li><li>Continuously evaluate and improve BI processes, methodologies, and tools to enhance efficiency and effectiveness. </li><li>Lead efforts to evaluate new tools and techniques that could provide significant business value. </li></ul> Candidates who live within a 45 mile radius of Waltham, MA, Detroit, MI, Denver, CO, or Mountain View, CA will be required to work hybrid.  Candidates are required to work EST hours for this position. Qualifications Minimum Qualifications: <ul><li>10+ years of experience in data analytics, business intelligence, or a related field.</li><li>Bachelor’s degree.</li></ul>Preferred Qualifications: <ul><li>Strong technical skills in data analytics tools and platforms (e.g., Tableau, Power BI, Python, SQL). </li><li>Experience with Snowflake is a plus.</li><li>Awareness of Fivetran, DBT, Boomi and DataHub is a plus.</li><li>Experience with JIRA, Confluence, and Monday.com is a plus.</li><li>Proven experience in developing and implementing analytics strategies and managing large-scale analytics projects. </li><li>Strong conceptual, analytical, and problem-solving abilities.</li><li>Strong project management skills, with the ability to manage multiple projects simultaneously. </li><li>Strong interpersonal and oral and written communication skills.</li><li>Excellent presentation skills, with the ability to translate complex analytical concepts into actionable insights for non-technical stakeholders, including leadership and executives. </li><li>Strong business acumen and strategic thinking skills. </li><li>Demonstrated ability to work in team environment and help resolve issues.</li><li>Ability to work collaboratively with cross-functional teams and influence senior management. </li></ul> Additional Information <ul><li>Dynatrace is a leader in unified observability and security. </li><li>We provide a culture of excellence with competitive compensation packages designed to recognize and reward performance. </li><li>Our employees work with the largest cloud providers, including AWS, Microsoft, and Google Cloud, and other leading partners worldwide to create strategic alliances. </li><li>The Dynatrace platform uses cutting-edge technologies, including our own Davis hypermodal AI, to help our customers modernize and automate cloud operations, deliver software faster and more securely, and enable flawless digital experiences.</li><li>Over 50% of the Fortune 100 companies are current customers of Dynatrace.</li></ul>DOE, salary $140K - $160K, plus Health, Dental, Life, STD, LTD, 401K, PTO. Total compensation may vary depending on candidate experience/education and location. <div></div>All your information will be kept confidential according to EEO guidelines.We offer competitive compensation, company-sponsored premium benefits, medical, dental, vacation/holidays, company matching 401(k) Plan, etc. Dynatrace is an Equal Opportunity/Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race, sex, color, gender identity, religion, national origin, ancestry, citizenship, physical abilities, age, sexual orientation, creed, disability status, veteran status, pregnancy, genetic status, or any other characteristic protected by law.  If your disability makes it difficult for you to use this site, please contact careers@dynatrace.com. Dynatrace participates in E-Verify, participant information in English and Spanish. Right to work information in English and Spanish. EEO is the Law/EEO is the Law Supplement. To be considered for this position, please upload your resume/CV. </div></div>

Company Description Dynatrace exists to make software work perfectly. Our platform combines broad and deep observability and continuous runtime application security with advanced AIOps to provide answers and intelligent automation from data. This enables innovators to modernize and automate cloud operations, deliver software faster and more securely, and ensure flawless digital experiences. Job Description Data Strategy: <ul> <li> Develop and implement a comprehensive data strategy aligned with business objectives, ensuring collaboration with key stakeholders to support their needs and priorities. </li> <li> Lead strategic projects to advance our BI and analytics capabilities, partnering across the BI team and business stakeholders to design, execute and rollout. </li> <li> Establish a data literacy strategy to uplevel analytics teams and end users on data and metrics, working closely across the data governance, data modeling, and reporting teams to align efforts. </li> <li> Identify and recommend value-add opportunities that may not be directly planned or requested by stakeholders. </li> </ul> Operational Improvements: <ul> <li> Identify, design, and implement process improvements for our BI environment, development and deployment to enhance operational efficiency and effectiveness. </li> <li> Support the continuous enhancement of our BI platform to optimize how users access and leverage insights. </li> <li> Explore opportunities for automating repetitive analytics tasks to free up resources for more strategic activities. </li> </ul> Analysis & Reporting: <ul> <li> Conduct in-depth analysis of large, complex datasets to uncover trends, patterns, and actionable insights, translating findings into clear, concise business recommendations. </li> <li> Support the creation of dynamic dashboards, visualizations, and reports using Power BI. </li> <li> Collaborate with business stakeholders to gather requirements, identify key business needs, and ensure accuracy while resolving ambiguity. </li> <li> Partner with the BI modeling and reporting teams to recommend improvements to techniques, offerings and operations. </li> <li> Ensure data systems and tools are intuitive and accessible to users with varying levels of data expertise. </li> </ul> Business Partnership: <ul> <li> Act as a trusted advisor to business stakeholders, facilitating collaboration with the BI team and ensuring their needs are understood and met through effective BI solutions. </li> <li> Consult with functional teams (e.g. sales, marketing, finance, HR, customer success) to understand their business challenges, identify data and dashboard solutions, and prioritize high-value opportunities. </li> <li> Enhance communication strategies by keeping stakeholders aware of project status, promoting achievements and setting up QBRs to showcase recent deliverables. </li> <li> Promote knowledge sharing and best practices across teams to leverage the BI platform and data throughout the organization. </li> </ul> Continuous Improvement: <ul> <li> Define, monitor and report on key performance indicators (KPIs) to measure the impact and success of BI initiatives. </li> <li> Stay updated with the latest trends and technologies in data analytics, assessing their potential application within the BI team and organization. </li> <li> Continuously evaluate and improve BI processes, methodologies, and tools to enhance efficiency and effectiveness. </li> <li> Lead efforts to evaluate new tools and techniques that could provide significant business value. </li> </ul> Candidates who live within a 45 mile radius of Waltham, MA, Detroit, MI, Denver, CO, or Mountain View, CA will be required to work hybrid. Candidates are required to work EST hours for this position. Qualifications Minimum Qualifications: <ul> <li> 10+ years of experience in data analytics, business intelligence, or a related field. </li> <li> Bachelors degree. </li> </ul> Preferred Qualifications: <ul> <li> Strong technical skills in data analytics tools and platforms (e.g., Tableau, Power BI, Python, SQL). </li> <li> Experience with Snowflake is a plus. </li> <li> Awareness of Fivetran, DBT, Boomi and DataHub is a plus. </li> <li> Experience with JIRA, Confluence, and Monday.com is a plus. </li> <li> Proven experience in developing and implementing analytics strategies and managing large-scale analytics projects. </li> <li> Strong conceptual, analytical, and problem-solving abilities. </li> <li> Strong project management skills, with the ability to manage multiple projects simultaneously. </li> <li> Strong interpersonal and oral and written communication skills. </li> <li> Excellent presentation skills, with the ability to translate complex analytical concepts into actionable insights for non-technical stakeholders, including leadership and executives. </li> <li> Strong business acumen and strategic thinking skills. </li> <li> Demonstrated ability to work in team environment and help resolve issues. </li> <li> Ability to work collaboratively with cross-functional teams and influence senior management. </li> </ul> Additional Information <ul> <li> Dynatrace is a leader in unified observability and security. </li> <li> We provide a culture of excellence with competitive compensation packages designed to recognize and reward performance.? </li> <li> Our employees work with the largest cloud providers, including AWS, Microsoft, and Google Cloud, and other leading partners worldwide to create strategic alliances. </li> <li> The Dynatrace platform uses cutting-edge technologies, including our own Davis hypermodal AI, to help our customers modernize and automate cloud operations, deliver software faster and more securely, and enable flawless digital experiences. </li> <li> Over 50% of the Fortune 100 companies are current customers of Dynatrace. </li> </ul> DOE, salary $140K - $160K, plus Health, Dental, Life, STD, LTD, 401K, PTO. Total compensation may vary depending on candidate experience/education and location. All your information will be kept confidential according to EEO guidelines. We offer competitive compensation, company-sponsored premium benefits, medical, dental, vacation/holidays, company matching 401(k) Plan, etc. Dynatrace is an Equal Opportunity/Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race, sex, color, gender identity, religion, national origin, ancestry, citizenship, physical abilities, age, sexual orientation, creed, disability status, veteran status, pregnancy, genetic status, or any other characteristic protected by law. If your disability makes it difficult for you to use this site, please contact careers@dynatrace.com . Dynatrace participates in E-Verify, participant information in English and Spanish. Right to work information in English and Spanish. EEO is the Law / EEO is the Law Supplement . To be considered for this position, please upload your resume/CV.

Company Description Dynatrace exists to make software work perfectly. Our platform combines broad and deep observability and continuous runtime application security with advanced AIOps to provide answers and intelligent automation from data. This enables innovators to modernize and automate cloud operations, deliver software faster and more securely, and ensure flawless digital experiences. Job Description Data Strategy: <ul><li>Develop and implement a comprehensive data strategy aligned with business objectives, ensuring collaboration with key stakeholders to support their needs and priorities. </li><li>Lead strategic projects to advance our BI and analytics capabilities, partnering across the BI team and business stakeholders to design, execute and rollout. </li><li>Establish a data literacy strategy to uplevel analytics teams and end users on data and metrics, working closely across the data governance, data modeling, and reporting teams to align efforts. </li><li>Identify and recommend value-add opportunities that may not be directly planned or requested by stakeholders. </li></ul> Operational Improvements: <ul><li>Identify, design, and implement process improvements for our BI environment, development and deployment to enhance operational efficiency and effectiveness. </li><li>Support the continuous enhancement of our BI platform to optimize how users access and leverage insights. </li><li>Explore opportunities for automating repetitive analytics tasks to free up resources for more strategic activities. </li></ul> Analysis & Reporting: <ul><li>Conduct in-depth analysis of large, complex datasets to uncover trends, patterns, and actionable insights, translating findings into clear, concise business recommendations. </li><li>Support the creation of dynamic dashboards, visualizations, and reports using Power BI. </li><li>Collaborate with business stakeholders to gather requirements, identify key business needs, and ensure accuracy while resolving ambiguity. </li><li>Partner with the BI modeling and reporting teams to recommend improvements to techniques, offerings and operations. </li><li>Ensure data systems and tools are intuitive and accessible to users with varying levels of data expertise. </li></ul> Business Partnership: <ul><li>Act as a trusted advisor to business stakeholders, facilitating collaboration with the BI team and ensuring their needs are understood and met through effective BI solutions.</li><li>Consult with functional teams (e.g. sales, marketing, finance, HR, customer success) to understand their business challenges, identify data and dashboard solutions, and prioritize high-value opportunities. </li><li>Enhance communication strategies by keeping stakeholders aware of project status, promoting achievements and setting up QBRs to showcase recent deliverables. </li><li>Promote knowledge sharing and best practices across teams to leverage the BI platform and data throughout the organization. </li></ul> Continuous Improvement: <ul><li>Define, monitor and report on key performance indicators (KPIs) to measure the impact and success of BI initiatives. </li><li>Stay updated with the latest trends and technologies in data analytics, assessing their potential application within the BI team and organization. </li><li>Continuously evaluate and improve BI processes, methodologies, and tools to enhance efficiency and effectiveness. </li><li>Lead efforts to evaluate new tools and techniques that could provide significant business value. </li></ul> Candidates who live within a 45 mile radius of Waltham, MA, Detroit, MI, Denver, CO, or Mountain View, CA will be required to work hybrid. Candidates are required to work EST hours for this position. Qualifications Minimum Qualifications: <ul><li>10+ years of experience in data analytics, business intelligence, or a related field.</li><li>Bachelor's degree.</li></ul> Preferred Qualifications: <ul><li>Strong technical skills in data analytics tools and platforms (e.g., Tableau, Power BI, Python, SQL). </li><li>Experience with Snowflake is a plus.</li><li>Awareness of Fivetran, DBT, Boomi and DataHub is a plus.</li><li>Experience with JIRA, Confluence, and Monday.com is a plus.</li><li>Proven experience in developing and implementing analytics strategies and managing large-scale analytics projects. </li><li>Strong conceptual, analytical, and problem-solving abilities.</li><li>Strong project management skills, with the ability to manage multiple projects simultaneously. </li><li>Strong interpersonal and oral and written communication skills.</li><li>Excellent presentation skills, with the ability to translate complex analytical concepts into actionable insights for non-technical stakeholders, including leadership and executives. </li><li>Strong business acumen and strategic thinking skills. </li><li>Demonstrated ability to work in team environment and help resolve issues.</li><li>Ability to work collaboratively with cross-functional teams and influence senior management. </li></ul> Additional Information <ul><li>Dynatrace is a leader in unified observability and security. </li><li>We provide a culture of excellence with competitive compensation packages designed to recognize and reward performance. </li><li>Our employees work with the largest cloud providers, including AWS, Microsoft, and Google Cloud, and other leading partners worldwide to create strategic alliances. </li><li>The Dynatrace platform uses cutting-edge technologies, including our own Davis hypermodal AI, to help our customers modernize and automate cloud operations, deliver software faster and more securely, and enable flawless digital experiences.</li><li>Over 50% of the Fortune 100 companies are current customers of Dynatrace.</li></ul> DOE, salary $140K - $160K, plus Health, Dental, Life, STD, LTD, 401K, PTO. Total compensation may vary depending on candidate experience/education and location. All your information will be kept confidential according to EEO guidelines. We offer competitive compensation, company-sponsored premium benefits, medical, dental, vacation/holidays, company matching 401(k) Plan, etc. Dynatrace is an Equal Opportunity/Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race, sex, color, gender identity, religion, national origin, ancestry, citizenship, physical abilities, age, sexual orientation, creed, disability status, veteran status, pregnancy, genetic status, or any other characteristic protected by law. If your disability makes it difficult for you to use this site, please contact careers@dynatrace.com. Dynatrace participates in E-Verify, participant information in English and Spanish. Right to work information in English and Spanish. EEO is the Law/EEO is the Law Supplement. To be considered for this position, please upload your resume/CV.

We are a passionate and open-minded group of software enthusiasts, and together, we are the global market leader in software intelligence. By providing actionable data on how applications are performing in real-timefor example, crash reporting, serv Product Manager, Pricing, Manager, Packaging, Software, Product Management, Technology

Dynatrace Interview Questions

Dynatrace Interview Guides

Dynatrace Interview Questions

Dynatrace Salaries by Position

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