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Southern Wine & Spirits Interview Questions

A/B Testing

Algorithms

Analytics

Machine Learning

Probability

Product Metrics

Python

Statistics

Southern Wine & Spirits Interview Guides

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?

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 you work for a social media company that has just done a launch in a new city. Looking at weekly metrics, you see a slow decrease in the average number of comments per user from January to March in this city.

The company has been consistently growing new users in the city from January to March.

What are some reasons why the average number of comments per user would be decreasing and what metrics would you look into?

What metric could be used to measure if active users are still engaging on the platform despite an overall decrease in the average number of comments per user?

What metric could be used to measure if active users are still engaging on the platform despite an overall decrease in the average number of comments per user?

Decreasing Comments

How would you investigate a decline in the average number of comments per user?

Job Description:What You Need To Know Shape a remarkable future with us. Build a career working for an industry leader that truly invests in their people - and equips them with leading technology, continuous learning, and the ability to bring their best selves to work. As the premier wine and spirits distributor, Southern Glazer's isn't just one of Forbes' Top Private Companies; it's a family-owned business with deep roots dating back to 1933. The reputation of Southern Glazer's is well-established, and it's no surprise that we are regularly recognized for our culture. Southern Glazer's has been recognized by Newsweek as one of America's Greatest Workplaces for Inclusion and Diversity, as well as for Women and Parents and Families. These accolades speak volumes about our commitment to creating a supportive and inclusive culture of belonging for all employees. As a full-time employee, you can choose from a wide-ranging menu of our Top Shelf Benefits, including comprehensive medical and prescription drug coverage, dental and vision plans, tax-saving Flexible Spending Accounts, disability coverage, life insurance plans, and a 401(k) plan. We also offer tuition assistance, a wellness program, parental leave, vacation accrual, paid sick leave, and more. By joining Southern Glazer's, you would be part of a team that values excellence, innovation, and community. This is more than just a job - it's an opportunity to build the future of beverage distribution and grow with a company that truly cares about its people. Overview We are seeking a highly motivated Software Engineer-ServiceNow to join our team. The ideal candidate will be responsible for developing and implementing solutions within the ServiceNow platform, ensuring seamless integration and optimal performance. The candidate must possess a Certified Application Developer (CAD) certification from ServiceNow. Primary Responsibilities Serve in a team leader capacity with large-scale Application Development projects / programsDrive technical validity of solution.Coordinate issues resolution activities with varied stakeholdersDrive the development of business and technical process documentation and training materialsReview entire problem logs, identify recurring problems, and complete steps for long-term resolutionProvide coaching and development to more junior Application DevelopersCoordinate the work of 3rd party development teamsParticipate in Agile teamsDevelop and implement solutions within the ServiceNow platform, including custom applications, workflows, and integrations.Writing clean, efficient, and maintainable code using ServiceNow scripting languages.Troubleshoot technical issues and resolve production problems related to the ServiceNow platform.Manage multiple development projects at one time while being organized and taking detailed notes.Stay updated on the latest ServiceNow features and functionalities, proposing enhancements and upgrades.Foster a collaborative team environment, promoting knowledge sharing and continuous improvement. Minimum Qualifications Bachelor's degree in Computer Science, Information Technology, or a related field or combination of work experience and educationTwo (2)years of experience developing on the ServiceNow platform (e.g., ITSM, HR, AppEngine, ITOM, IRM, SecOps, etc.) with in-depth knowledge of platform capabilities, scripting languages, and architecture.Certified Application Developer (CAD) certification from ServiceNow.Experience developing and supporting production applications including limited experience coordinating and leading development teams/projectsExperience working in large complex technology projects including those with offshore teamsStrong team player with ability to work with multiple stakeholders across a variety of functions as well as able to work independentlyExcellence in communicating and presenting complex information to technical and nontechnical stakeholdersStrong analytical, mathematic, and problem-solving skillsAbility to develop and manage an action plan including strong attention to detailAbility to demonstrate the Agile delivery values of Openness, Commitment, Respect, Courage, and FocusOther job duties as assigned Preferred Skills:Additional ServiceNow certifications are a plus. Physical Demands Physical demands with activity or condition for a considerable amount of time include sitting and typing/keyboarding using a computer (e.g., keyboard, mouse, and monitor) or mobile devicePhysical demands with activity or condition may occasionally include walking, bending, reaching, standing, and stoopingMay require occasional lifting/lowering, pushing, carrying, or pulling up to 20lbs EEO Statement Southern Glazer's Wine and Spirits, an Affirmative Action/EEO employer, prohibits discrimination and harassment of any type and provides equal employment opportunities to all employees and applicants for employment without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws. This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation and training. SGWS complies with all federal, state and local laws concerning consideration of a qualified applicant's arrest and/or criminal conviction records. Southern Glazer's Wine and Spirits provides competitive compensation based on estimated performance level consistent with the past relevant experience, knowledge, skills, abilities and education of employees. Unless otherwise expressly stated, any pay ranges posted here are estimates from outside of Southern Glazer's Wine and Spirits and do not reflect Southern Glazer's pay bands or ranges.

Question	Topic	Difficulty	Ask Chance
Boarding Times Bias	Statistics	Medium	Very High
Hundreds of Hypotheses	Statistics	Medium	Very High
Decreasing Comments	Product Metrics	Easy	Very High

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