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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?

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?

Frost Bank Salaries by Position

Job Description It's about putting our best to the test. Are you described as someone with an inquisitive mind and an innovative personality? Are you never satisfied with good enough? Does solving complex problems and ensuring top-quality systems excite you? If so, being a Data Engineer II with Frost could be for you. At Frost, it's about more than a job. It's about having a flourishing career where you can thrive, both in and out of work. At Frost, we're committed to fostering an environment that reflects our values and encourages team members to be the best they can be. In joining our adaptable, integrity-driven team, you'll become part of Frost's over 150-year legacy of providing unparalleled banking services. Who you are: As a Data Engineer II, you will lead the design, development and testing of complex reports and dashboards using various business intelligence tools at Frost. You'll use your strong problem-solving skills to ensure that the systems are performing optimally and meet our high standards. You believe in effective communication and will have the opportunity to address potential problems and solutions to complex issues. What you'll do: <ul><li>Develop and maintain data pipelines to automate data ingestion and processing </li><li>Develop reports and dashboards to support the lines of business and key initiatives </li><li>Perform Ad Hoc data requests for business users and Executive management as needed </li><li>Collaborate with stakeholders to identify data requirements </li><li>Develop and enforce data governance policies and standards </li><li>Always take action using integrity, caring, and excellence to achieve all-win outcomes </li></ul>What you'll need: <ul> <li>Bachelor's degree in Computer Science, Information Technology, or related field </li><li>2+ Years of experience as a data engineer or in a related role </li><li>Strong understanding of database technologies such as SQL and NoSQL </li><li>Strong knowledge of Cognos and Business Objects reporting tools </li><li>Strong problem-solving and analytical skills </li><li>Excellent written and verbal communication skills </li><li>Ability to work independently and as part of a team </li></ul>Additional Preferred Skills: <ul> <li>Familiarity with commercial loan servicing data </li><li>Experience in building Tableau dashboards </li></ul>Our Benefits: At Frost, we care about your health, your family, and your future and strive to have our benefits reflect that. This includes: <ul><li>Medical, dental, vision, long-term disability, and life insurance </li><li>401(k) matching </li><li>Generous holiday and paid time off schedule </li><li>Tuition reimbursement </li><li>Extensive health and wellness programs, including our Employee Assistance Program </li><li>Referral bonus program + more! </li></ul> Since 1868, Frost has dedicated their expertise to provide exceptional banking, investment, and insurance services to businesses and individuals throughout Texas. Frost is one of the 50 largest U.S. banks by asset size and is a leader in banking customer satisfaction. At Frost, it's about being part of something bigger. If this sounds like you, we encourage you to apply and see what's possible at Frost. #LI-MF1 #LI-Hybrid

Job Description It's about putting our best to the test. Are you described as someone with an inquisitive mind and an innovative personality? Are you never satisfied with good enough? Does solving complex problems and ensuring top-quality systems excite you? If so, being a Data Engineer II with Frost could be for you. At Frost, it's about more than a job. It's about having a flourishing career where you can thrive, both in and out of work. At Frost, we're committed to fostering an environment that reflects our values and encourages team members to be the best they can be. In joining our adaptable, integrity-driven team, you'll become part of Frost's over 150-year legacy of providing unparalleled banking services. Who you are: As a Data Engineer II, you will lead the design, development and testing of complex reports and dashboards using various business intelligence tools at Frost. You'll use your strong problem-solving skills to ensure that the systems are performing optimally and meet our high standards. You believe in effective communication and will have the opportunity to address potential problems and solutions to complex issues. What you'll do: <ul><li>Develop and maintain data pipelines to automate data ingestion and processing </li><li>Develop reports and dashboards to support the lines of business and key initiatives </li><li>Perform Ad Hoc data requests for business users and Executive management as needed </li><li>Collaborate with stakeholders to identify data requirements </li><li>Develop and enforce data governance policies and standards </li><li>Always take action using integrity, caring, and excellence to achieve all-win outcomes </li></ul>What you'll need: <ul> <li>Bachelor's degree in Computer Science, Information Technology, or related field </li><li>2+ Years of experience as a data engineer or in a related role </li><li>Strong understanding of database technologies such as SQL and NoSQL </li><li>Strong knowledge of Cognos and Business Objects reporting tools </li><li>Strong problem-solving and analytical skills </li><li>Excellent written and verbal communication skills </li><li>Ability to work independently and as part of a team </li></ul>Additional Preferred Skills: <ul> <li>Familiarity with Big Data technologies, such as Hadoop, Spark, Hive, and Cloud native data engineering technologies </li></ul>Our Benefits: At Frost, we care about your health, your family, and your future and strive to have our benefits reflect that. This includes: <ul><li>Medical, dental, vision, long-term disability, and life insurance </li><li>401(k) matching </li><li>Generous holiday and paid time off schedule </li><li>Tuition reimbursement </li><li>Extensive health and wellness programs, including our Employee Assistance Program </li><li>Referral bonus program + more! </li></ul> Since 1868, Frost has dedicated their expertise to provide exceptional banking, investment, and insurance services to businesses and individuals throughout Texas. Frost is one of the 50 largest U.S. banks by asset size and is a leader in banking customer satisfaction. At Frost, it's about being part of something bigger. If this sounds like you, we encourage you to apply and see what's possible at Frost. #LI-MF1 #LI-Hybrid

Job Description It's about innovation and creation. Are you known for your ability to think outside the box? Are you inspired by leading others and enjoy providing direction? Do you have a background in product management? If so, the Product Manager II role could be for you! At Frost, it's about more than a job. It's about having a flourishing career where you can thrive, both in and out of work. At Frost, we're committed to fostering an environment that reflects our values and encourages team members to be the best they can be. In joining our adaptable, integrity-driven team, you'll become part of Frost's over 150-year legacy of providing unparalleled banking services. Who you are: As a Product Manager II, you will team with stakeholders to set the product strategy for a product area to meet business and customer needs. You believe in effective communication and will have the opportunity to address potential problems and solutions to complex issues. More than that, this role is about providing top-quality service and doing it with integrity, caring and excellence in mind. What you'll do: <ul> <li>Create, manage, and prioritize a product backlog to optimize stakeholder priorities and use of resources </li><li>Collaborate with support teams to design solution architecture, understand operational impacts, and ensure that solutions meet stakeholder requirements </li><li>Communicate with management and product stakeholders to demonstrate the product vision, business needs, and product roadmap </li><li>Always take action using Integrity, Caring, and Excellence to achieve all-win outcomes </li></ul>What You'll Need: <ul> <li>Bachelor's degree in computer science, business, a related field, or equivalent work experience </li><li>8+ years of experience in product management with a record of successfully delivering complex products and services including those on multiple channel sources </li><li>Proven ability to perform cost analysis, identify KPIs, and create financially sound strategies </li><li>Extensive experience with Agile methodologies including Scrum and Kanban </li><li>Advanced knowledge of bank operations and financial solutions </li><li>Excellent written and verbal communication skills </li><li>Proficient in Microsoft computer applications </li></ul>Additional Preferred Skills: <ul> <li>Master's degree in Business, Finance, or in a related field </li></ul>Our Benefits: At Frost, we care about your health, your family, and your future and strive to have our benefits reflect that. This includes: <ul><li>Medical, dental, vision, long-term, and life insurance </li><li>401(k) matching </li><li>Generous holiday and paid time off schedule </li><li>Tuition reimbursement </li><li>Extensive health and wellness programs, including our Employee Assistance Program </li><li>Referral bonus program + more! </li></ul> Since 1868, Frost has dedicated their expertise to provide exceptional banking, investment, and insurance services to businesses and individuals throughout Texas. Frost is one of the 50 largest U.S. banks by asset size and is a leader in banking customer satisfaction. At Frost, it's about being part of something bigger. If this sounds like you, we encourage you to apply and see what's possible at Frost.

Frost Bank Interview Questions

Frost Bank Interview Guides

Frost Bank Interview Questions

Frost Bank Salaries by Position

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