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Alpha Consulting Corp. Interview Questions

A/B Testing

Algorithms

Analytics

Machine Learning

Probability

Product Metrics

Python

Statistics

Alpha Consulting Corp. 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?

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

A/B Testing & Experimentation

Job Description:? Now Hiring: Advanced Analytics Manager, Commercial Analytics &amp; Insights ? Plymouth Meeting, PA ? 12-month contract with possible extension ? Hybrid (2-3 days onsite/week) Must Haves: o Bachelor's degree in Analytics, Economics, Statistics, or related discipline. o 5years of experience in analytics, preferably within pharma, biotech, healthcare, or a data-driven commercial environment. o Background in marketing measurement, MMM, A/B testing, HCP segmentation, or dynamic targeting. o Experience working with large datasets and tools such as Python, R, SQL, or advanced Excel. o Strong analytical and problem-solving skills with the ability to structure ambiguous questions. o Ability to communicate complex findings clearly to non-technical audiences. o Strong organizational skills with the ability to manage multiple workstreams in a fast-paced environment. o Experience with IQVIA, Symphony, or other healthcare datasets. Key Responsibilities: o Conduct deep-dive analyses on brand performance using medical and pharmacy claims, CRM data, promotional activity data, and other internal/external datasets. o Develop insights on prescribers, patient access dynamics, and channel performance to inform marketing and sales strategy. o Support evaluation of promotional tactics (digital, field, non-personal), including ROI, impact assessments, and attribution. o Assist in predictive modeling initiatives such as HCP targeting, call optimization, and DEP (Dynamic Engagement Plan) evaluation. o Translate analytical findings into clear, concise presentations for senior leaders. o Support business reviews (QBRs, MBRs, brand planning, field strategy sessions). o Measure the effectiveness of field force initiatives, sample strategy, and targeting lists

???? Now Hiring: Advanced Analytics Manager, Commercial Analytics & Insights ???? Plymouth Meeting, PA ???? 12-month contract with possible extension ???? Hybrid (2–3 days onsite/week) Must Haves:• Bachelor’s degree in Analytics, Economics, Statistics, or related discipline. • 5+ years of experience in analytics, preferably within pharma, biotech, healthcare, or a data-driven commercial environment. • Background in marketing measurement, MMM, A/B testing, HCP segmentation, or dynamic targeting. • Experience working with large datasets and tools such as Python, R, SQL, or advanced Excel. • Strong analytical and problem-solving skills with the ability to structure ambiguous questions. • Ability to communicate complex findings clearly to non-technical audiences. • Strong organizational skills with the ability to manage multiple workstreams in a fast-paced environment. • Experience with IQVIA, Symphony, or other healthcare datasets. Key Responsibilities:• Conduct deep-dive analyses on brand performance using medical and pharmacy claims, CRM data, promotional activity data, and other internal/external datasets. • Develop insights on prescribers, patient access dynamics, and channel performance to inform marketing and sales strategy. • Support evaluation of promotional tactics (digital, field, non-personal), including ROI, impact assessments, and attribution. • Assist in predictive modeling initiatives such as HCP targeting, call optimization, and DEP (Dynamic Engagement Plan) evaluation. • Translate analytical findings into clear, concise presentations for senior leaders. • Support business reviews (QBRs, MBRs, brand planning, field strategy sessions). • Measure the effectiveness of field force initiatives, sample strategy, and targeting lists

Question	Topic	Difficulty	Ask Chance
Boarding Times Bias	Statistics	Medium	Very High
Hundreds of Hypotheses	Statistics	Medium	Very High
Random Bucketing	A/B Testing & Experimentation	Medium	Very High

Alpha Consulting Corp. Interview Questions

Alpha Consulting Corp. Interview Guides

Alpha Consulting Corp. Interview Questions

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