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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

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

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?

Csl Behring Salaries by Position

The Opportunity:The Senior Product Manager will be charged with leading and executing the consumer digital and omnichannel media strategy for HEMGENIX in the US. You will be responsible for using customer and market insights to challenge established thinking and solve brand issues in innovative ways; creating impactful, innovative marketing programs that effectively educate consumers about gene therapy and provide the facts about HEMGENIX for appropriate patients.Day-to-day responsibilities include:* Developing impactful creative, messages, and core content aligned with the commercial strategy.* Evolving the patient experience based on educational and support needs throughout the journey.* Engaging Patient Advocacy Groups in a complaint manner to educate and patients about HEMGENIX.* Leading cross-functional team members including patient services, patient engagement, insights & analytics, and the field sales organization to drive key insights and customer driven decisions for the brand.The Role:* Leverage existing and emerging technologies to identify opportunities to reach and engage target consumers.* Direct media agency to develop efficient, effective, and novel media strategies that optimize media mix across the omnichannel landscape including social media, website, mobile, email/CRM and point of care.* Drive measurement and improvement of the effectiveness of promotional education content and resources/programs.* Identify current and future market opportunities as well as competitive threats to category leadership, with a focus on digital innovation.* Build effective working relationships with key internal and external customers, including cross functional partners, thought leaders and patient advocacy groups.* Collaborate with IDELVION team to ensure a one-CSL approach to customers.* Brand team lead for patient services activities including HEMGENIX Connect support operations, patient assistance programs, co-pay support programs and reimbursement support.* Develop and advance an optimized CRM strategy and content development in a manner that integrates the totality of the patient journey to ensure the best possible personalized patient experience.* Manage the internal legal, regulatory, and medical review and approval of new materials to enable responsible and compliant consumer communications.* Manage budgets and closely monitor performance, ensuring cost-effective delivery of all programs.* Support annual brand planning, agency management, patient meetings, and budget management.Your skills and experience:* Bachelors' degree in life sciences or healthcare discipline; MBA preferred* 7+ years' healthcare experience with 5+ years' commercial marketing experience in pharmaceutical, biotech or medical device industry* Experience applying market research with an understanding of relevant pharmaceutical marketing tools effective within the respective region* Strong marketing acumen with a solid grasp of marketing strategy, market research, segmentation, brand positioning, and tactical plan development.* Experience developing and executing a wide range of successful online and offline tactics, including digital, print, video, and CRM.* Exhibiting passion and empathy to build meaningful experiences with consumers by understanding their needs and desires.* Experience marketing directly to consumers/patients.Different qualifications or responsibilities may apply based on local legal and/or educational requirements. Refer to local job documentation where applicable.Our BenefitsCSL employees that work at least 30 hours per week are eligible for benefits effective day 1. We are committed to the wellbeing of our employees and their loved ones. CSL offers resources and benefits, from health care to financial protection, so you can focus on doing work that matters. Our benefits are designed to support the needs of our employees at every stage of their life. Whether you are considering starting a family, need help paying for emergency back up care or summer camp, looking for mental health resources, planning for your financial future, or supporting your favorite charity with a matching contribution, CSL has many benefits to help achieve your goals.Please take the time to review our benefits site to see what's available to you as a CSL employee.About CSL BehringCSL Behring is a global leader in developing and delivering high-quality medicines that treat people with rare and serious diseases. Our treatments offer promise for people in more than 100 countries living with conditions in the immunology, hematology, cardiovascular and metabolic, respiratory, and transplant therapeutic areas. Learn more about CSL Behring.We want CSL to reflect the world around usAs a global organization with employees in 35+ countries, CSL embraces diversity and inclusion. Learn more about Diversity & Inclusion at CSL.Do work that matters at CSL Behring!

**The Opportunity:** The Product Manager for the Established Products Group (EPG) will play a pivotal role in supporting marketing strategy and driving promotional execution for key EPG brands. This includes leading all promotional efforts and executing plans across both Healthcare Professional (HCP), Patient channels as well as leading Patient Advocacy plans. The Product Manager will be responsible for identifying and implementing a high impact personal and non-personal promotional tactics to stimulate brand growth within the EPG portfolio, with a primary focus on the Coagulation and Alpha-1 markets. The ideal candidate will be insight-driven, using research and data to inform a clear and actionable execution plan. This role requires strong collaboration with cross-function teams such as Patient Services, Patient Engagement, and healthcare systems. the Product Manager will lead cross-functional teams to ensure cohesive management and execution of multi-channel promotional programs. Additionally, exceptional project management skills are essential, as the candidate will oversee multiple initiatives simultaneously, providing clear direction to internal teams and external partners. The ability to foster a collaborative environment and track program results in alignment with yearly objectives is also critical. **The Role:** + Reporting to the Marketing Director for EPG, the individual will support and execute the annual tactical marketing plan for patient and HCP segments with input for key EPG Brands. + Co-Create w/ Director the development and execution of an efficient and effective multi-channel promotional program for Zemaira and Humate-P including digital, website, mobile, email/CRM, etc. + Identify opportunities to reinforce HCP/Patient messaging and call to action to increase new patient start and drive switching. + Identify opportunities for cost and/or program efficiencies for campaign optimization. + Manage all aspects of convention execution and enhance relationships with key patient advocacy groups. + Provide direction to agency and vendor partners to ensure quality and timely completion of deliverable or services, within budget. + Build effective working relationships with key internal and external customers, including cross functional partners, thought leaders and patient advocacy groups. + Effectively work across multiple functional areas by positively building and leveraging relationships influencing others in a cross-functional, team-first environment. + Manage the internal legal, regulatory, and medical review and approval of new materials to enable responsible and compliant consumer communications. + Manage budgets and closely monitor performance, ensuring cost-effective delivery of all programs. **Your skills and experience:** + Bachelors' degree in life sciences or healthcare discipline; MBA preferred. + 5-7 years' marketing experience with 1-2 years' experience in pharmaceutical, biotech or medical device industry + Strong marketing acumen with a solid grasp of marketing strategy, market research, segmentation, brand positioning, and tactical plan development. **_Preferred Experience:_** + Experience developing and executing a wide range of successful online and offline tactics, including digital, print, video, and CRM. + Exhibiting passion and empathy to build meaningful experiences with consumers by understanding their needs and desires. + Experience marketing directly to consumers/patients for activation through retention. + Experience applying market research with an understanding of relevant pharmaceutical marketing tools effective within the respective region. **Our Benefits** CSL employees that work at least 30 hours per week are eligible for benefits effective day 1. We are committed to the wellbeing of our employees and their loved ones. CSL offers resources and benefits, from health care to financial protection, so you can focus on doing work that matters. Our benefits are designed to support the needs of our employees at every stage of their life. Whether you are considering starting a family, need help paying for emergency back up care or summer camp, looking for mental health resources, planning for your financial future, or supporting your favorite charity with a matching contribution, CSL has many benefits to help achieve your goals. Please take the time to review our benefits site (https://www.cslbenefits.com/csl/candidates) to see whats available to you as a CSL employee. **About CSL Behring** CSL Behring is a global leader in developing and delivering high-quality medicines that treat people with rare and serious diseases. Our treatments offer promise for people in more than 100 countries living with conditions in the immunology, hematology, cardiovascular and metabolic, respiratory, and transplant therapeutic areas. Learn more about CSL Behring (https://www.cslbehring.com/our-company) . **We want CSL to reflect the world around us** As a global organization with employees in 35+ countries, CSL embraces diversity and inclusion. Learn more about Diversity & Inclusion (https://www.cslbehring.com/careers/diversity-and-inclusion) at CSL. **Do work that matters at CSL Behring!** R-244833CSL makes all employment decisions without regard to race, color, religion, national origin, ancestry, age, sex, gender, pregnancy, disability, marital status, sexual orientation, gender identity, genetic information, military status, protected veteran status (specifically status as a disabled veteran, recently separated veteran, armed forces service medal veteran, or active duty wartime or campaign badge veteran) or other classification protected by applicable US federal, state or local law. CSL complies with all applicable employment laws, including but not limited to Title VII of the Civil Rights Act of 1964, the Americans with Disabilities Act, the Fair Labor Standards Act, and the Immigration Reform and Control Act. https://www.cslbehring.com/careers/eeo-statement

The Opportunity:The Product Manager for the Established Products Group (EPG) will play a pivotal role in supporting marketing strategy and driving promotional execution for key EPG brands. This includes leading all promotional efforts and executing plans across both Healthcare Professional (HCP), Patient channels as well as leading Patient Advocacy plans.The Product Manager will be responsible for identifying and implementing a high impact personal and non-personal promotional tactics to stimulate brand growth within the EPG portfolio, with a primary focus on the Coagulation and Alpha-1 markets. The ideal candidate will be insight-driven, using research and data to inform a clear and actionable execution plan.This role requires strong collaboration with cross-function teams such as Patient Services, Patient Engagement, and healthcare systems. the Product Manager will lead cross-functional teams to ensure cohesive management and execution of multi-channel promotional programs. Additionally, exceptional project management skills are essential, as the candidate will oversee multiple initiatives simultaneously, providing clear direction to internal teams and external partners. The ability to foster a collaborative environment and track program results in alignment with yearly objectives is also critical.The Role:* Reporting to the Marketing Director for EPG, the individual will support and execute the annual tactical marketing plan for patient and HCP segments with input for key EPG Brands.* Co-Create w/ Director the development and execution of an efficient and effective multi-channel promotional program for Zemaira and Humate-P including digital, website, mobile, email/CRM, etc.* Identify opportunities to reinforce HCP/Patient messaging and call to action to increase new patient start and drive switching.* Identify opportunities for cost and/or program efficiencies for campaign optimization.* Manage all aspects of convention execution and enhance relationships with key patient advocacy groups.* Provide direction to agency and vendor partners to ensure quality and timely completion of deliverable or services, within budget.* Build effective working relationships with key internal and external customers, including cross functional partners, thought leaders and patient advocacy groups.* Effectively work across multiple functional areas by positively building and leveraging relationships influencing others in a cross-functional, team-first environment.* Manage the internal legal, regulatory, and medical review and approval of new materials to enable responsible and compliant consumer communications.* Manage budgets and closely monitor performance, ensuring cost-effective delivery of all programs.Your skills and experience:* Bachelors' degree in life sciences or healthcare discipline; MBA preferred.* 5-7 years' marketing experience with 1-2 years' experience in pharmaceutical, biotech or medical device industry* Strong marketing acumen with a solid grasp of marketing strategy, market research, segmentation, brand positioning, and tactical plan development.Preferred Experience:* Experience developing and executing a wide range of successful online and offline tactics, including digital, print, video, and CRM.* Exhibiting passion and empathy to build meaningful experiences with consumers by understanding their needs and desires.* Experience marketing directly to consumers/patients for activation through retention.* Experience applying market research with an understanding of relevant pharmaceutical marketing tools effective within the respective region.Our BenefitsCSL employees that work at least 30 hours per week are eligible for benefits effective day 1. We are committed to the wellbeing of our employees and their loved ones. CSL offers resources and benefits, from health care to financial protection, so you can focus on doing work that matters. Our benefits are designed to support the needs of our employees at every stage of their life. Whether you are considering starting a family, need help paying for emergency back up care or summer camp, looking for mental health resources, planning for your financial future, or supporting your favorite charity with a matching contribution, CSL has many benefits to help achieve your goals.Please take the time to review our benefits site to see what's available to you as a CSL employee.About CSL BehringCSL Behring is a global leader in developing and delivering high-quality medicines that treat people with rare and serious diseases. Our treatments offer promise for people in more than 100 countries living with conditions in the immunology, hematology, cardiovascular and metabolic, respiratory, and transplant therapeutic areas. Learn more about CSL Behring.We want CSL to reflect the world around usAs a global organization with employees in 35+ countries, CSL embraces diversity and inclusion. Learn more about Diversity & Inclusion at CSL.Do work that matters at CSL Behring!

Csl Behring Interview Questions

Csl Behring Interview Guides

Csl Behring Interview Questions

Csl Behring Salaries by Position

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