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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 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

Suppose there exists a new airline named Jetco that flies domestically across North America. Jetco recently had a study commissioned that tested the boarding time of every airline, and it came out that Jetco had the fastest average boarding times of any airline.

What factors could have biased this result, and what would you look into?

What could potentially bias the average boarding time in favor of an airline that only flies domestically?

What could potentially bias the average boarding time in favor of an airline that only flies domestically?

Boarding Times Bias

A new airline came out as the fastest average boarding times compared to other airlines.  What factors could have biased this result and what would you look into?

Shine Salaries by Position

At Nari Technologies, we harness the power of data-driven insights to revolutionize media buying. Founded in London, we have recently secured funding and are rapidly expanding our footprint across North America. Collaboration is at the heart of our philosophy. We believe in building strong partnerships, working hand-in-hand with our clients to achieve their goals. Join us on this exciting journey, where your vision meets our expertise. Together, let's create meaningful connections and drive the industry forward in the ever-evolving world of advertising. About the role We are seeking a motivated Junior Data Analyst to join our dynamic team. In this role, you will assist in analyzing data sets to provide actionable insights that support our media buying strategies. You will collaborate with various departments to ensure data accuracy and relevance, contributing to the overall success of our projects. Responsibilities * Collect, clean, and analyze data from various sources to identify trends and patterns. * Assist in the preparation of reports and dashboards to communicate findings to stakeholders. * Support the team in conducting exploratory data analysis to enhance decision-making processes. * Collaborate with cross-functional teams to understand data needs and provide insights that drive business objectives. * Help maintain data integrity and ensure compliance with data governance standards. * Participate in the development and optimization of data collection processes. Qualifications * Bachelor's degree in Data Science, Statistics, Mathematics, or a related field. * Strong analytical skills and attention to detail. * Proficiency in Excel and experience with data visualization tools (e.g., Tableau, Power BI). * Familiarity with programming languages such as Python or R is a plus. * Excellent communication skills and the ability to work collaboratively in a team environment. * A proactive attitude and eagerness to learn and grow in the field of data analytics. Benefits 401(k) Retirement Plan: Secure your future with our competitive retirement savings plan. Health Insurance: Comprehensive medical, dental, and vision coverage to keep you and your family healthy. Hybrid Workplace: Enjoy flexibility with a hybrid work model, combining remote work and office collaboration. Extra Days Off: Additional days off to recharge and pursue personal interests. Gym Memberships: Stay active and healthy with subsidized gym memberships or wellness stipends. Employee Stock Options: Participate in our growth with stock options for eligible employees. Flexible Hours: Work according to your schedule with flexible hours that accommodate your life outside of work. Disclaimer We believe in the power of diversity to drive innovation and foster a culture of inclusion. We welcome applicants from all backgrounds, experiences, and perspectives. We are committed to creating an inclusive environment where everyone feels valued and has the opportunity to contribute their best work towards our mission of sustainable logistics solutions. We encourage individuals of all races, ethnicities, genders, ages, abilities, and sexual orientations to apply. Join us in shaping the future of logistics with your unique perspective and skills.

At Shine, an independent PR agency with offices in Paris and New York, we're dedicated to providing tailored public relations services for companies that are making a tangible societal and cultural impact. Collaborating with a diverse team of award-winning writers, forward-thinkers, and cultural influencers, we specialize in elevating the narratives of businesses within the creative, retail, lifestyle, and travel industries. At the heart of Shine, we are driven by insights. We leverage data, analytics, and competitor benchmarking to ensure that your PR objectives are closely aligned with your business goals, whether they're in the realm of B2B or B2C. With a compelling and cutting-edge product offering ready to take to market, youll play a pivotal role in driving the business forward as it enters its next phase of growth. About the role As a Graduate Business Analyst, you will play a pivotal role in driving strategic decision-making and operational excellence within our organization. This dynamic role offers an exciting opportunity for recent graduates to apply their analytical skills and business acumen in a fast-paced and collaborative environment. You will be responsible for conducting in-depth data analysis, market research, and business process improvement initiatives to support key business objectives and drive sustainable growth. By leveraging your analytical prowess, you will uncover valuable insights from complex data sets, enabling informed decision-making and strategic planning Key Responsibilities * Data Analysis: Utilize various analytical techniques to interpret complex data sets, identifying trends, patterns, and insights relevant to business objectives.? * Market Research: Conduct thorough market research to assess industry trends, competitor strategies, and customer behavior, providing valuable insights for strategic decision-making.? * Business Process Improvement: Collaborate with cross-functional teams to analyze existing business processes, identify inefficiencies, and propose solutions to streamline operations and enhance productivity.? * Reporting and Presentations: Prepare clear and concise reports, presentations, and dashboards to communicate findings and recommendations to stakeholders at all levels of the organization.? * Project Management Support: Provide support to project managers in planning, executing, and monitoring project activities, ensuring alignment with project goals and timelines.? * Stakeholder Engagement: Build and maintain effective relationships with internal and external stakeholders, gathering requirements, soliciting feedback, and facilitating collaboration to achieve project objectives.? * Continuous Learning: Stay updated on industry trends, emerging technologies, and best practices in business analysis, actively seeking opportunities for professional development and knowledge enhancement.? * Documentation: Maintain comprehensive documentation of analysis methodologies, findings, and recommendations, ensuring accuracy, accessibility, and compliance with organizational standards.? About you * Bachelor's degree in Business Administration, Finance, Economics, or related field. * Strong analytical skills with proficiency in data analysis tools such as Excel, SQL, and statistical software. * Excellent communication and presentation skills, with the ability to convey complex information clearly and effectively. * Detail-oriented with strong organizational and time management abilities. * Proactive mindset with a willingness to learn and adapt in a dynamic environment. * Prior internship or relevant work experience in business analysis or related field is preferred. What we offer We offer a competitive remuneration package, including a 401k plan and comprehensive insurance coverage (health, dental, and vision). Enjoy the flexibility of working hours tailored to your needs and benefit from additional vacation time. As part of our commitment to employee well-being, we provide complimentary yoga and meditation classes to help you maintain a healthy work-life balance. How to Apply At Shine, we are dedicated to fostering a safe and inclusive environment where every individual can flourish. We achieve this by valuing talent, championing diversity, and promoting inclusion. We welcome applications from talented individuals of all backgrounds, abilities, and identities, regardless of how they identify. If you believe you're a good match for this role, click the apply button above to submit your application. We look forward to hearing from you!

At Nari Technologies, we harness the power of data-driven insights to revolutionize media buying. Founded in London, we have recently secured funding and are rapidly expanding our footprint across North America. Collaboration is at the heart of our philosophy. We believe in building strong partnerships, working hand-in-hand with our clients to achieve their goals. Join us on this exciting journey, where your vision meets our expertise. Together, let's create meaningful connections and drive the industry forward in the ever-evolving world of advertising. About the role We are seeking a motivated Junior Data Analyst to join our dynamic team. In this role, you will assist in analyzing data sets to provide actionable insights that support our media buying strategies. You will collaborate with various departments to ensure data accuracy and relevance, contributing to the overall success of our projects. Responsibilities * Collect, clean, and analyze data from various sources to identify trends and patterns. * Assist in the preparation of reports and dashboards to communicate findings to stakeholders. * Support the team in conducting exploratory data analysis to enhance decision-making processes. * Collaborate with cross-functional teams to understand data needs and provide insights that drive business objectives. * Help maintain data integrity and ensure compliance with data governance standards. * Participate in the development and optimization of data collection processes. Qualifications * Bachelor's degree in Data Science, Statistics, Mathematics, or a related field. * Strong analytical skills and attention to detail. * Proficiency in Excel and experience with data visualization tools (e.g., Tableau, Power BI). * Familiarity with programming languages such as Python or R is a plus. * Excellent communication skills and the ability to work collaboratively in a team environment. * A proactive attitude and eagerness to learn and grow in the field of data analytics. Benefits 401(k) Retirement Plan: Secure your future with our competitive retirement savings plan. Health Insurance: Comprehensive medical, dental, and vision coverage to keep you and your family healthy. Hybrid Workplace: Enjoy flexibility with a hybrid work model, combining remote work and office collaboration. Extra Days Off: Additional days off to recharge and pursue personal interests. Gym Memberships: Stay active and healthy with subsidized gym memberships or wellness stipends. Employee Stock Options: Participate in our growth with stock options for eligible employees. Flexible Hours: Work according to your schedule with flexible hours that accommodate your life outside of work. Disclaimer We believe in the power of diversity to drive innovation and foster a culture of inclusion. We welcome applicants from all backgrounds, experiences, and perspectives. We are committed to creating an inclusive environment where everyone feels valued and has the opportunity to contribute their best work towards our mission of sustainable logistics solutions. We encourage individuals of all races, ethnicities, genders, ages, abilities, and sexual orientations to apply. Join us in shaping the future of logistics with your unique perspective and skills.

Shine Interview Questions

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Shine Interview Questions

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