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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?

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

Inspire Salaries by Position

About Inspire BrandsInspire Brands is disrupting the restaurant industry through digital transformation and operational efficiencies. The company’s technology hub, Inspire Brands Hyderabad Support Center, India, will lead technology innovation and product development for the organization and its portfolio of distinct brands. The Inspire Brands Hyderabad Support Center will focus on developing new capabilities in data science, data analytics, eCommerce, automation, cloud computing, and information security to accelerate the company’s business strategy. Inspire Brands Hyderabad Support Center will also host an innovation lab and collaborate with start-ups to develop solutions for productivity optimization, workforce management, loyalty management, payments systems, and more. RESPONSIBILITIES<ul><li>Work with Product Manager and Business Owners from multiple Business Segments to understand requirements for data capability enablement in Cloud based Unified Data Platform and convert those into user stories in Jira board</li><li>Mapping data from primary and secondary sources to tables in Cloud based Data Lake/Warehouse</li><li>Analyze source systems data using SQL to evaluate business needs and drive requirement work</li><li>Creating appropriate documentation that allows stakeholders to understand the steps of the data analysis process</li><li>Provide guidance to Testing Team on Test Cases and perform unit / system testing as required</li><li>Maintain technical data definitions</li></ul> EDUCATION AND EXPERIENCE QUALIFICATIONS<ul><li>Four-year degree in Information Systems, Finance/Mathematics, or Computer Science</li><li>5+ years of experience</li></ul> REQUIRED KNOWLEDGE, SKILLS, or ABILITIES<ul><li>Extensive experience in understanding business requirements and converting those into technical specs for Data Engineering</li><li>Proficient in Data Mapping and Data Model</li><li>Expert in writing SQL and understand data principles, Business Intelligence</li><li>Solid understanding of technical systems</li><li>Understands big data concepts on cloud e.g. raw zone, domain layer, cloud Data Warehouse</li><li>Working in projects of small to large size and complexity. Ability to manage competing priorities and multiple threads of Requirement works in parallel</li><li>Comfortable working in Agile environment and effectively communicating with Product Manager and Business Users for data requirements</li><li>Excellent interpersonal skills: comfort and competence in dealing with various levels of the organization and build sustainable relationships</li><li>Strong analytical, problem-solving skills</li><li>Working in a matrix organization, self-driven. A go getter and a problem solver</li><li>Work well independently and be a team player</li><li>Versatile, creative temperament, ability to think out-of-the box while defining sound and practical solutions. Ability to master new skills</li><li>Proactive approach to problem solving with effective influencing skills</li><li>Restaurant Industry experience a plus</li></ul>

About Inspire BrandsInspire Brands is disrupting the restaurant industry through digital transformation and operational efficiencies. The company’s technology hub, Inspire Brands Hyderabad Support Center, India, will lead technology innovation and product development for the organization and its portfolio of distinct brands. The Inspire Brands Hyderabad Support Center will focus on developing new capabilities in data science, data analytics, eCommerce, automation, cloud computing, and information security to accelerate the company’s business strategy. Inspire Brands Hyderabad Support Center will also host an innovation lab and collaborate with start-ups to develop solutions for productivity optimization, workforce management, loyalty management, payments systems, and more. Job Description RESPONSIBILITIES:<ul><li>Design, develop and maintain reliable automated data solutions based on the identification, collection and evaluation of business requirements. Including but not limited to data models, database objects, stored procedures and views. </li><li>Developing new and enhancing existing data processing (Data Ingest, Data Transformation, Data Store, Data Management, Data Quality) components </li><li>Support and troubleshoot the data environment (including periodically on call) </li><li>Document technical artifacts for developed solutions </li><li>Good interpersonal skills; comfort and competence in dealing with different teams within the organization. Requires an ability to interface with multiple constituent groups and build sustainable relationships </li><li>Versatile, creative temperament, ability to think out-of-the box while defining sound and practical solutions. Ability to master new skills </li><li>Proactive approach to problem solving with effective influencing skills </li><li>Familiar with Agile practices and methodologies </li></ul> EDUCATION AND EXPERIENCE REQUIREMENTS: <ul><li>Four year degree in Information Systems, Finance / Mathematics, Computer Science or similar </li><li>4- 6 years of experience in Data Engineering </li></ul> REQUIRED KNOWLEDGE, SKILLS or ABILITIES:<ul><li>Advanced SQL queries, scripts, stored procedures, materialized views, and views </li><li>Focus on ELT to load data into database and perform transformations in database </li><li>Ability to use analytical SQL functions </li><li>Snowflake experience a plus </li><li>Cloud Data Warehouse solutions experience (Snowflake, Azure DW, or Redshift); data modeling, analysis, programming </li><li>Experience with DevOps models utilizing a CI/CD tool </li><li>Work in hands-on Cloud environment in Azure Cloud Platform (ADLS, Blob) </li><li>Talend, Apache Airflow, Azure Data Factory, and BI tools like Tableau preferred </li><li>Analyze data models </li><li>We are looking for a Senior Data Engineer for the Enterprise Data Organization to build and manage data pipeline (Data ingest, data transformation, data distribution, quality rules, data storage etc.) for Azure cloud-based data platform. The candidate will require to possess strong technical, analytical, programming and critical thinking skills.</li></ul>

Sr. Business Process Analyst, Workflow Automation and Optimization Job Summary:The Business Process Analyst in WAO will be responsible for:<ul><li>Supporting the process of identifying and validating automation opportunities</li><li>Leading process interviews with stakeholders to get step-by-step details of processes suitable for automation.</li><li>Assessing and documenting requirements for automations by creating technical documents. </li><li>Utilizing process mapping techniques (typically using Visio) and to identify process improvements</li><li>Seeking new automation use-cases by building relationships with Business Owners across multiple support centers</li></ul> Education Requirements<ul><li>4 Year / Bachelor’s degree </li></ul> EXPERIENCE QUALIFICATIONYears Of Experience<ul><li>4-7 years of relevant work experience including leading process interviews, building relationships with stakeholders, process design and improvement, business analysis, project management, or technology implementation.</li></ul> Preferred:<ul><li>Robotic Process Automation (RPA) experience or interest (UiPath, Automation Anywhere, BluePrism, PEGA, etc.).</li><li>Familiarity with project management and development lifecycles/methodologies (i.e. SDLC, Agile, Waterfall). Restaurant/retail/shared services experience. Able to lead process interviews to get process details, building relationships with stakeholders.</li></ul> Knowledge, Skills, and Abilities<ul><li>Outstanding analytical and problem-solving skills.</li><li>Ability to lead process interviews to get step-by-step details of as is process and determining any required access.</li><li>Familiarity with process engineering and mapping techniques (i.e. cause and effect diagrams, swimlane diagrams) and tools (i.e. Microsoft Visio)</li><li>Familiarity with project management and development lifecycles/methodologies (i.e. SDLC, Agile, Waterfall)</li><li>Ability to effectively communicate with business and department leaders across the shared services organization.</li><li>Advanced knowledge of Microsoft Excel, PowerPoint, and Word.</li><li>Capable of handling competing priorities, often with considerable time constraints.</li></ul>

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