Apixio Business Analyst Interview Questions + Guide in 2024

Apixio sits at the strategic intersection of health plans and providers, pioneering a Connected Care platform to reduce reimbursement inaccuracies and enhance patient care in the evolving healthcare landscape. Combining healthcare expertise with AI/machine learning technology and advanced data analytics, Apixio delivers innovative solutions that drive the shift towards value-based care, improve efficiency, and support better patient outcomes.

This guide will equip you with essential insights and tips to navigate the interview process along with sample Apixio business analyst interview questions. Let’s get started!

The interview process usually depends on the role and seniority. However, you can expect the following on an Apixio business analyst interview:

Recruiter/Hiring Manager Call Screening

If your CV is among the shortlisted few, a recruiter from the Apixio Talent Acquisition Team will contact you to verify key details like your experiences and skill level. Behavioral questions may also be part of the screening process.

Sometimes, the Apixio hiring manager stays present during the screening round to answer your queries about the role and the company itself. They may also indulge in surface-level technical and behavioral discussions.

The whole recruiter call should take about 30 minutes.

Technical Virtual Interview

Successfully navigating the recruiter round will invite you to the technical screening round. Technical screening for the Business Analyst role at Apixio is usually conducted virtually, including through video conference and screen sharing. Questions in this interview stage may revolve around Apixio’s data systems, ETL pipelines, SQL queries, and data analysis.

In the case of business analyst roles, take-home assignments in the form of case studies related to analytics, data visualization, and business scenario problem-solving are incorporated. Apart from these, your proficiency in data analysis using Python and SQL and your communication skills in translating complex data may also be assessed during the round.

Final Interview Rounds

Following a second recruiter call outlining the next stage, you’ll be invited to attend the final interview rounds, typically called onsite interview rounds but may be remote. Multiple interview rounds, varying with the role, will be conducted with team members you will closely work with, including the director of the team and partner teams. Your technical prowess, including problem-solving, data analysis abilities, and communication skills, will be evaluated thoroughly throughout these interviews.

If you were assigned take-home exercises, a presentation round may also await you during the final interview for the Business Analyst role at Apixio.

Offer and Feedback

Once you have completed the interview rounds, the recruiter will provide feedback within a week. If you clear all the stages, an offer will follow within 1-2 days.

Typically, interviews at Apixio vary by role and team, but commonly Business Analyst interviews follow a fairly standardized process across these question topics.

1. How would you interpret coefficients of logistic regression for categorical and boolean variables?

Explain how to interpret the coefficients of logistic regression when dealing with categorical and boolean variables.

2. How would you design a machine learning model to classify major health issues based on health features?

You work as a machine learning engineer for a health insurance company. Design a model that classifies if an individual will undergo major health issues based on a set of health features.

3. What metrics and statistical methods would you use to identify dishonest users in a sports app?

You work for a company with a sports app that tracks running, jogging, and cycling data. Formulate a method to identify dishonest users, such as those who drive a car while claiming to be on a bike ride. Specify the metrics and statistical methods you would analyze.

4. Develop a function str_map to determine if a one-to-one correspondence exists between characters of two strings at the same positions.

Given two strings, string1, and string2, write a function str_map to determine if there exists a one-to-one correspondence (bijection) between the characters of string1 and string2.

5. Build a logistic regression model from scratch using gradient descent and log-likelihood as the loss function.

Create a logistic regression model from scratch without an intercept term. Use basic gradient descent (with Newton’s method) for optimization and the log-likelihood as the loss function. Do not include a penalty term. You may use numpy and pandas but not scikit-learn. Return the parameters of the regression.

6. Why is the number of job applicants decreasing despite stable job postings?

You are looking at job board metrics and notice that while the number of job postings per day has remained stable, the number of applicants has been steadily decreasing. Why might this be happening?

7. How would you assess the validity of a .04 p-value in an AB test?

Your company is running a standard control and variant AB test on a feature to increase conversion rates on the landing page. The PM finds a .04 p-value in the results. How would you assess the validity of this result?

8. How would you analyze the performance of a new LinkedIn feature without an AB test?

As a data scientist at LinkedIn, you are working on a feature that allows candidates to message hiring managers directly during the interview process. Due to engineering constraints, the feature can’t be AB tested before launch. How would you analyze its performance?

9. Should Square hire a customer success manager or offer a free trial for a new product?

You are in charge of Square’s small business division. The CEO wants to hire a customer success manager for a new software product, while another executive suggests instituting a free trial instead. What would be your recommendation?

10. How could Facebook promote Instagram within its app?

You work on Facebook’s growth team and are tasked with promoting Instagram from within the Facebook app. Where and how could you promote Instagram through Facebook?

11. How does high correlation between two features affect their importance in a random forest?

If two features are highly correlated in a random forest, how will both those features appear in a measurement of feature importance?

You should plan to brush up on any technical skills and try as many practice interview questions and mock interviews as possible. A few tips for acing your Apixio business analyst interview include:

• Prepare for Behavioral Questions: Be ready to answer behavioral questions focusing on how you handle data, collaborate with teams, and manage projects. Apixio values initiative and customer service focus, so highlight these in your answers.
• Practice Data Analysis: Be proficient with tools like Python, SQL, Excel, and BI tools like Tableau or Looker as they are fundamental to the role. Practicing with real datasets to create reports and visualizations can give you a solid edge.
• Understand Apixio’s Domain: Familiarize yourself with Apixio’s Connected Care platform and their work within the healthcare industry. Understanding the context of value-based reimbursement models and their data-driven approach will help in aligning your answers with the company’s mission and vision.

What is the average salary for a Business Analyst at Apixio?

According to Salary.com, Business Analyst at Apixio earn between $105K to $126K per year, with an average of $116K per year.

What specific skills and experience are Apixio looking for in a Business Analyst?

Apixio seeks candidates with proven experience in enterprise systems analysis, particularly in supporting digital sales and marketing teams. They value expertise in eCommerce platforms, digital marketing analytics, and project management. Familiarity with manufacturing processes, strong communication skills, and experience with relevant software solutions like Salesforce and Adobe Experience platforms are highly desirable.

What types of projects will I work on as a Business Analyst at Apixio?

As a Business Analyst at Apixio, you will work on projects related to the integration, optimization, and effective utilization of enterprise systems to drive digital sales and marketing initiatives. You’ll collaborate with various departments to ensure technology solutions align with business objectives, and you’ll play a key role in process improvements and system performance monitoring.

What is the company culture like at Apixio?

Apixio fosters a collaborative and innovative culture. They emphasize diversity, teamwork, and continuous learning. The company values proactive problem-solving and encourages employees to engage in ongoing professional development.

As the digital landscape continues to evolve, Apixio remains steadfast in its quest for top-tier Business Analysts to drive their digital sales and marketing endeavors. With a focus on both technical prowess and team alignment, Apixio offers a collaborative and dynamic environment where you can truly unleash your potential.

If you want more insights about the company, check out our main Apixio Interview Guide, where we have covered many interview questions that could be asked. Additionally, explore our interview guides for other roles such as data engineer and data scientist to learn more about Apixio’s interview process for different positions.

Good luck with your interview!