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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

In an A/B test, how can you check if assignment to the various buckets was truly random?

In an A/B test, which of the following is a common method to determine if the assignment to the test groups was truly random?

In an A/B test, which of the following is a common method to determine if the assignment to the test groups was truly random?

Random Bucketing

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?

Cbeyondata Salaries by Position

cBEYONData is seeking a highly skilled and experienced team member to join our team in support of a multi-year SAP S/4 HANA modernization effort for a federal customer. The focus across the broader program includes IT transformation, leveraging subject matter experts to transform business processes, requirements development, change management and human-centered design, among other IT modernization programmatic activities. If you are interested in joining a high performing team with advancement opportunities, then look no further!TheJunior Data Analystwill support the Data Management Workstream Lead and Senior Data Analyst in data management activities across the functional teams and with PMO/System Integrator.Responsibilities:<ul><li>Provide functional data expertise associated to the data domains.</li><li>Support the documentation of functional specs and mapping. Complete (functional columns) the field mapping templates and data tab of data definition templates.</li><li>Support end user data validation activities (business rules) in collaboration with data quality analysts/data validators and other stakeholders.</li><li>Collaborate with the Senior Data Analyst to establish and enforce data governance and master data policies, standards, and procedures to maintain high data quality and compliance with regulatory requirements.</li><li>Support the collaboration with stakeholders regarding master data across key domains (e.g., Material, customer, vendor) to implement and maintain robust master data governance practices, ensuring data consistency and accuracy across master data definition and maintenance.</li><li>Support the development of and monitor data governance policies, standards, and frameworks to support the clients’ objectives.</li><li>Support and maintain clear and detailed documentation of data analysis procedures, data stewardship alignment and master data governance policies, and workflows.</li></ul>Requirements:<ul><li>Active DoD Secret security clearance required</li><li>Bachelor's degree in a related field</li><li>At least 3 years of related work experience</li><li>Strong analytical, problem-solving, and decision-making skills</li><li>Excellent interpersonal and communication skills, capable of working with diverse teams and influencing senior management</li><li>Ability to work collaboratively in a team environment and adapt to changing priorities</li><li>Ability to manage multiple tasks and projects simultaneously in a dynamic environment</li><li>Knowledge/Experience in data management tools such as Collibra</li></ul>Preferred:<ul><li>Experience supporting large-scale government ERP implementations (SAP, S/4 HANA, and/or Oracle or similar integrated technology solutions)</li><li>Experience supporting Department of Defense clients (Army preferred)</li><li>Experience facilitating collaboration with cross-functional teams</li><li>Experience working remotely within a large project</li><li>Familiarity with Agile principles and/or development projects</li><li>Experience with Federal financials and logistics data sets</li></ul>
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cBEYONData is seeking a highly skilled and experienced Senior Data Analyst to join our team in support of a multi-year SAP S/4 HANA modernization effort for a federal customer. The focus across the broader program includes IT transformation, leveraging subject matter experts to transform business processes, requirements development, change management and human-centered design, among other IT modernization programmatic activities. If you are interested in joining a high performing team with advancement opportunities, then look no further!TheSenior Data Analyst will support the Data Management Workstream Lead in driving data management activities coordinating across the functional teams and with PMO/System Integrator.Responsibilities:<ul><li>Manage and mentor the junior data analysts, fostering a collaborative and high-performance culture.</li><li>Lead functional data expertise associated to the data domains.</li><li>Lead the documentation of functional specs and mapping. Complete (functional columns) the field mapping templates and data tab of data definition templates.</li><li>Drives end user data validation activities (business rules) in collaboration with data quality analysts/data validators and other stakeholders.</li><li>Delegate tasks and ensure timely delivery of high-quality outputs.</li><li>Collaborate with the Master Data Governance (MDG) Architects to establish and enforce data governance and master data policies, standards, and procedures to maintain high data quality and compliance with regulatory requirements.</li><li>Collaborate with stakeholders regarding master data across key domains (e.g., Material, customer, vendor) to implement and maintain robust master data governance practices, ensuring data consistency and accuracy across master data definition and maintenance.</li><li>Implement and maintain robust MDG practices, ensuring data consistency and accuracy across master data definition and maintenance.</li><li>Support the development, data stewardship alignment and monitor data governance policies, standards, and frameworks to support the clients’ objectives.</li><li>Maintain clear and detailed documentation of data analysis procedures, master data governance policies, and workflows.</li></ul>Requirements:<ul><li>Active DoD Secret security clearance required</li><li>Bachelor's degree in a related field</li><li>At least 6 years of related work experience</li><li>Strong analytical, problem-solving, and decision-making skills</li><li>Excellent interpersonal and communication skills, capable of working with diverse teams and influencing senior management</li><li>Ability to work collaboratively in a team environment and adapt to changing priorities</li><li>Ability to manage multiple tasks and projects simultaneously in a dynamic environment</li><li>Expert skills in data management tools such as Collibra</li></ul>Preferred:<ul><li>Experience supporting large-scale government ERP implementations (SAP, S/4 HANA, and/or Oracle or similar integrated technology solutions)</li><li>Experience supporting Department of Defense Clients (Army preferred)</li><li>Experience facilitating collaboration with cross-functional teams</li><li>Experience working remotely within a large project</li><li>Familiarity with Agile principles and/or development projects</li><li>Experience with Federal financials and logistics data sets</li></ul>
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<h3>Job Description</h3><div>Job Description<div>cBEYONData is seeking a highly skilled and experienced Senior Data Analyst to join our team in support of a multi-year SAP S/4 HANA modernization effort for a federal customer. The focus across the broader program includes IT transformation, leveraging subject matter experts to transform business processes, requirements development, change management and human-centered design, among other IT modernization programmatic activities. If you are interested in joining a high performing team with advancement opportunities, then look no further!The Senior Data Analyst will support the Data Management Workstream Lead in driving data management activities coordinating across the functional teams and with PMO/System Integrator.Responsibilities:<ul><li>Manage and mentor the junior data analysts, fostering a collaborative and high-performance culture.</li><li>Lead functional data expertise associated to the data domains.</li><li>Lead the documentation of functional specs and mapping. Complete (functional columns) the field mapping templates and data tab of data definition templates.</li><li>Drives end user data validation activities (business rules) in collaboration with data quality analysts/data validators and other stakeholders.</li><li>Delegate tasks and ensure timely delivery of high-quality outputs.</li><li>Collaborate with the Master Data Governance (MDG) Architects to establish and enforce data governance and master data policies, standards, and procedures to maintain high data quality and compliance with regulatory requirements.</li><li>Collaborate with stakeholders regarding master data across key domains (e.g., Material, customer, vendor) to implement and maintain robust master data governance practices, ensuring data consistency and accuracy across master data definition and maintenance.</li><li>Implement and maintain robust MDG practices, ensuring data consistency and accuracy across master data definition and maintenance.</li><li>Support the development, data stewardship alignment and monitor data governance policies, standards, and frameworks to support the clients' objectives.</li><li>Maintain clear and detailed documentation of data analysis procedures, master data governance policies, and workflows.</li></ul>Requirements:<ul><li>Active DoD Secret security clearance required</li><li>Bachelor's degree in a related field </li><li>At least 6 years of related work experience</li><li>Strong analytical, problem-solving, and decision-making skills</li><li>Excellent interpersonal and communication skills, capable of working with diverse teams and influencing senior management</li><li>Ability to work collaboratively in a team environment and adapt to changing priorities</li><li>Ability to manage multiple tasks and projects simultaneously in a dynamic environment</li><li>Expert skills in data management tools such as Collibra</li></ul>Preferred:<ul><li>Experience supporting large-scale government ERP implementations (SAP, S/4 HANA, and/or Oracle or similar integrated technology solutions)</li><li>Experience supporting Department of Defense Clients (Army preferred)</li><li>Experience facilitating collaboration with cross-functional teams</li><li>Experience working remotely within a large project</li><li>Familiarity with Agile principles and/or development projects</li><li>Experience with Federal financials and logistics data sets</li></ul><div>cBEYONData is a Federal Contractor and an EEO and Affirmative Action Employer of Females/Minorities/Veterans/Individuals with Disabilities.Equal Employment Opportunity:All employment decisions shall be made without regard to age, race, creed, color, religion, sex, national origin, ancestry, disability status, veteran status, sexual orientation, gender identity or expression, genetic information, marital status, citizenship status or any other basis as protected by federal, state, or local law.</div></div></div>

<h3>Job Description</h3><div>Job Description<div>cBEYONData is seeking a highly skilled and experienced team member to join our team in support of a multi-year SAP S/4 HANA modernization effort for a federal customer. The focus across the broader program includes IT transformation, leveraging subject matter experts to transform business processes, requirements development, change management and human-centered design, among other IT modernization programmatic activities. If you are interested in joining a high performing team with advancement opportunities, then look no further!The Junior Data Analyst will support the Data Management Workstream Lead and Senior Data Analyst in data management activities across the functional teams and with PMO/System Integrator.Responsibilities:<ul><li>Provide functional data expertise associated to the data domains.</li><li>Support the documentation of functional specs and mapping. Complete (functional columns) the field mapping templates and data tab of data definition templates.</li><li>Support end user data validation activities (business rules) in collaboration with data quality analysts/data validators and other stakeholders.</li><li>Collaborate with the Senior Data Analyst to establish and enforce data governance and master data policies, standards, and procedures to maintain high data quality and compliance with regulatory requirements.</li><li>Support the collaboration with stakeholders regarding master data across key domains (e.g., Material, customer, vendor) to implement and maintain robust master data governance practices, ensuring data consistency and accuracy across master data definition and maintenance.</li><li>Support the development of and monitor data governance policies, standards, and frameworks to support the clients' objectives.</li><li>Support and maintain clear and detailed documentation of data analysis procedures, data stewardship alignment and master data governance policies, and workflows.</li></ul>Requirements:<ul><li>Active DoD Secret security clearance required</li><li>Bachelor's degree in a related field </li><li>At least 3 years of related work experience</li><li>Strong analytical, problem-solving, and decision-making skills</li><li>Excellent interpersonal and communication skills, capable of working with diverse teams and influencing senior management</li><li>Ability to work collaboratively in a team environment and adapt to changing priorities</li><li>Ability to manage multiple tasks and projects simultaneously in a dynamic environment</li><li>Knowledge/Experience in data management tools such as Collibra</li></ul>Preferred:<ul><li>Experience supporting large-scale government ERP implementations (SAP, S/4 HANA, and/or Oracle or similar integrated technology solutions)</li><li>Experience supporting Department of Defense clients (Army preferred)</li><li>Experience facilitating collaboration with cross-functional teams</li><li>Experience working remotely within a large project</li><li>Familiarity with Agile principles and/or development projects</li><li>Experience with Federal financials and logistics data sets</li></ul><div>cBEYONData is a Federal Contractor and an EEO and Affirmative Action Employer of Females/Minorities/Veterans/Individuals with Disabilities.Equal Employment Opportunity:All employment decisions shall be made without regard to age, race, creed, color, religion, sex, national origin, ancestry, disability status, veteran status, sexual orientation, gender identity or expression, genetic information, marital status, citizenship status or any other basis as protected by federal, state, or local law.</div></div></div>

cBEYONData is seeking a Senior Budget Data Analyst to support our Federal client's Contingency and International Programs. The Analyst will join a cross-functional team that supports PPBE Reform Commission Report implementation. Responsibilities include data gathering and consolidation, cross-organization coordination, and strategic communications. Responsibilities: <ul><li>Prepare and review reprogramming and funds transfer actions within DoD.</li><li>Provide support with the collection and integration of financial data, including the data calls to collect such information, to include determining the appropriate analytic methods to develop reports and briefings. </li><li>Provide support for the submission quality check process for all financial information and coordinating with the agencies to resolve data discrepancies. </li><li>Review monthly financial data, monitor, reconcile, and report data against plans, forecasts, and budget targets, as needed to perform analysis and generate summary and detail reports and executive level information papers. </li><li>Perform support and analysis activities to document financial execution for budget accounts and design and test the integration and accuracy of financial data integration into the DoD Advanced Analytics (Advana) tool. </li><li>Assist with the distribution and consolidation of RFIs from internal and external organizations. </li><li>Assist with the development Standard Operating Procedures (SOPs), manage the budget exhibit printing, and on-going PPBE reform efforts. </li><li>Provide support in compiling data and information for closure of audits and timely submission of congressional reports.</li></ul> Requirements: <ul><li>BA/BS/BBA degree from an accredited college/university</li><li>Master's degree plus 10 years of experience - Or Additional six years of experience in a related field is required if the individual does not have a master's degree. </li><li>Willing to work onsite at the Pentagon daily</li><li>Must possess a Secret clearance</li><li>Must be proficient in using the Microsoft Office Suite, particularly with pivot tables and other advanced features of Excel</li><li>Must have excellent analytical and problem-solving skills</li><li>Excellent writing skills and the ability to quickly deliver quality written products in constrained time periods</li><li>Must have outstanding communication skills to effectively collaborate with various stakeholders across DoD</li><li>Must have experience in managing customer expectations and working directly with customers on various ad hoc requests</li></ul> Preferred Requirement: <ul><li>Extensive experience in translating stakeholder requirements into executable solutions</li><li>Experience in formulating long-range budgetary requirements, based on established policies and concepts.</li><li>Ability to multi-task across multiple projects</li><li>Federal budget or DoD budget experience</li></ul> cBEYONData is a Federal Contractor and an EEO and Affirmative Action Employer of Females/Minorities/Veterans/Individuals with Disabilities. Equal Employment Opportunity: All employment decisions shall be made without regard to age, race, creed, color, religion, sex, national origin, ancestry, disability status, veteran status, sexual orientation, gender identity or expression, genetic information, marital status, citizenship status or any other basis as protected by federal, state, or local law.

<h3>Job Description</h3><div>Job Description<div>cBEYONData is seeking a Senior Budget Data Analyst to support our Federal client's Contingency and International Programs. The Analyst will join a cross-functional team that supports PPBE Reform Commission Report implementation. Responsibilities include data gathering and consolidation, cross-organization coordination, and strategic communications.Responsibilities:<ul><li>Prepare and review reprogramming and funds transfer actions within DoD.</li><li>Provide support with the collection and integration of financial data, including the data calls to collect such information, to include determining the appropriate analytic methods to develop reports and briefings. </li><li>Provide support for the submission quality check process for all financial information and coordinating with the agencies to resolve data discrepancies. </li><li>Review monthly financial data, monitor, reconcile, and report data against plans, forecasts, and budget targets, as needed to perform analysis and generate summary and detail reports and executive level information papers. </li><li>Perform support and analysis activities to document financial execution for budget accounts and design and test the integration and accuracy of financial data integration into the DoD Advanced Analytics (Advana) tool. </li><li>Assist with the distribution and consolidation of RFIs from internal and external organizations. </li><li>Assist with the development Standard Operating Procedures (SOPs), manage the budget exhibit printing, and on-going PPBE reform efforts. </li><li>Provide support in compiling data and information for closure of audits and timely submission of congressional reports.</li></ul>Requirements:<ul><li>BA/BS/BBA degree from an accredited college/university</li><li>Master's degree plus 10 years of experience – Or Additional six years of experience in a related field is required if the individual does not have a master's degree. </li><li>Willing to work onsite at the Pentagon daily</li><li>Must possess a Secret clearance</li><li>Must be proficient in using the Microsoft Office Suite, particularly with pivot tables and other advanced features of Excel</li><li>Must have excellent analytical and problem-solving skills</li><li>Excellent writing skills and the ability to quickly deliver quality written products in constrained time periods</li><li>Must have outstanding communication skills to effectively collaborate with various stakeholders across DoD</li><li>Must have experience in managing customer expectations and working directly with customers on various ad hoc requests</li></ul>Preferred Requirement:<ul><li>Extensive experience in translating stakeholder requirements into executable solutions</li><li>Experience in formulating long-range budgetary requirements, based on established policies and concepts.</li><li>Ability to multi-task across multiple projects</li><li>Federal budget or DoD budget experience</li></ul><div>cBEYONData is a Federal Contractor and an EEO and Affirmative Action Employer of Females/Minorities/Veterans/Individuals with Disabilities.Equal Employment Opportunity:All employment decisions shall be made without regard to age, race, creed, color, religion, sex, national origin, ancestry, disability status, veteran status, sexual orientation, gender identity or expression, genetic information, marital status, citizenship status or any other basis as protected by federal, state, or local law.</div></div></div>

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Cbeyondata Interview Questions

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