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Gxo logistics Interview Questions

A/B Testing

Algorithms

Analytics

Machine Learning

Probability

Product Metrics

Python

Statistics

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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

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 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?

Continue to Grow with GXO.

At GXO, we know our greatest asset is people like you - energetic, innovative people of all experience levels and talents who make GXO a great place to work. Your career matters to us because your passion and excitement will help keep our company moving forward.

Logistics at full potential.

At GXO Logistics, we look for employees who like a challenge and can communicate effectively in all situations. As the Lead Pricing Analyst, you will work with our Sales and Engineering leads to understand operational requirements, determine pricing strategies and apply to new business opportunities as well as existing client pricing. If you're looking for an outstanding growth opportunity, join us at GXO.

Pay, benefits and more.

We are eager to attract the best, so we offer competitive compensation and a generous benefits package, including full health insurance (medical, dental and vision), 401(k), life insurance, disability and more.

What you'll do on a typical day:
Prepare analyses to determine pricing and financial summaries for new business opportunities, contract renewals and re-pricing requirements for current clients
Perform detailed cost and revenue analysis based on input from several departments including Sales, Engineering, Operations, IT etc.
Prepare cost accounting analysis, capital recovery, and wage increase analysis, real estate analysis, pricing bridges (proposed vs existing) on new and existing accounts for senior management
Assist in preparing pricing proposal deliverables to submit to current and prospective clients
Review financial summaries for projects and provide guidance on acceptable financial metrics and pricing strategies
Interpret research output for sales presentations to buyers; assist Sales team with negotiation preparation
Conduct analyses under different pricing scenarios to compare net results
Work creatively with Pricing team leadership to establish and implement a pricing strategy and tactical plan
Work within the Pricing team on development and enhancement of pricing models; update the models with recent financial and productivity metrics, and ensure the model formulas are error free
Assist in development and implementation around new processes related to pricing models, pricing proposals, and team workflows
What you need to succeed at GXO:

At a minimum, you'll need:    Bachelor's degree or equivalent related work or military experience
4 years of professional experience in quantitative analysis and/or cost accounting
Experience working with cross-functional teams
Experience with data mining using business intelligence software
Experience with SQL and statistical packages
It'd be great if you also have:    Bachelor's degree in Business Administration, Accounting, Mathematics or Finance
Availability to travel occasionally
3 years of finance or supply chain experience
Knowledge of various functional areas including operations, marketing, sales, pricing, project management, human resources, and IT
Excellent verbal and written communication skills; ability to present clean, organized, and thorough information and data appropriate for intended audience

We engineer faster, smarter, leaner supply chains.

We are proud to be an Equal Opportunity/Affirmative Action employer. Qualified applicants will receive consideration for employment without regard to race, sex, disability, veteran or other protected status.

GXO adheres to CDC, OSHA and state and local requirements regarding COVID safety. All employees and visitors are expected to comply with GXO policies which are in place to safeguard our employees and customers.

All applicants who receive a conditional offer of employment may be required to take and pass a pre-employment drug test.

The above statements are intended to describe the general nature and level of work being performed by people assigned to this classification. They are not intended to be construed as an exhaustive list of all responsibilities, duties and skills required of personnel so classified. All employees may be required to perform duties outside of their normal responsibilities from time to time, as needed.

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