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Apixio Interview Questions

Apixio Interview Guides

<p>You are testing hundreds of hypotheses with many <em>t</em>-tests. What considerations should be made?</p>


<p>What is a key disadvantage of the F-test when compared to multiple t-tests?</p>

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?

<p>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.</p>

<p>How would you assess the validity of the result?</p>


Experiment Validity

<p>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.</p>

<p>What factors could have biased this result, and what would you look into?</p>


<p>What could potentially bias the average boarding time in favor of an airline that only flies domestically?</p>

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?

Apixio Salaries by Position

<h3>Job Description</h3><div>Job Description<div><div><p><strong>Who We Are:</strong></p><p>At the intersection of health plans and providers, Apixio is creating a leading Connected Care platform to minimize reimbursement inaccuracies and high-quality patient care so they can thrive as the industry moves toward value-based reimbursement models. </p><p>The combination brings together healthcare expertise, AI/machine learning technology and data-driven analytics solutions to deliver innovative solutions and value to our customers and the healthcare ecosystem. We aim to accelerate the shift toward alternative payment models, while enhancing efficiency and supporting better patient outcomes.</p></div>Business AnalystAbout the role<p>Apixio is looking for a Business Analyst to join our analytics team who is curious about data, passionate about analyzing and deriving insights from it, and proficient in implementing the tools to do so. In this role, you will be working closely with our internal customers, helping them create reports and dashboards that help them understand metrics about their respective functional areas. The business analyst position is ideal for someone who has the right mix of data analysis and communication skills to collect requirements and analyze data to deliver the same.</p><span class="long-word">ResponsibilitiesGather</span> Business Requirements<ul><li>Understand Apixio's business, products and data stores</li><li>Gather requirements from internal customer teams (medical coding, customer success, product, marketing) around data analysis</li></ul>Data manipulation and analysis<ul><li>Identify the best sources of primary or secondary data to satisfy business requirements</li><li>Work with cross-functional teams (analytics, data integrations, engineering) to collect and transform data</li><li>Review metrics with customer teams to determine if forecasted outcomes and KPIs are in alignment with expectations</li></ul>Communicate Insights<ul><li>Use business intelligence tools to create reports and visualizations that communicate results of data analysis</li><li>Combine data from multiple sources and business logic to create reports and dashboards for delivery</li><li>Present and explain analytical problems, approaches, results, and recommendations</li></ul>Demonstrate Initiative and Focus<ul><li>Demonstrate ability to adapt in a rapidly changing environment with evolving product capabilities</li><li>Have a high degree of initiative and customer service focus</li><li>Be a results oriented team player</li></ul>Required Skills / Experience<ul><li>Bachelor's degree in Computer Science, Mathematics, Statistics, Health Services or Economics or equivalent field required.</li></ul><ul><li>1-3 years of hands-on work experience in business intelligence and analytics. Technical knowledge of BI techniques and tools like Tableau or Looker.</li></ul><ul><li>Experience conducting data analysis in Python, SQL and Excel</li></ul><ul><li>Strong communication skills necessary to relay complex data analysis requirements to team members and customers.</li></ul><ul><li>Strong organizational and planning skills are essential. </li></ul><ul><li>Ability to work independently when needed, applying critical thinking and problem solving to achieve a positive outcome.</li></ul><ul><li>Demonstrated expertise in data visualization and storytelling techniques, utilizing advanced tools and frameworks to create compelling and interactive data visualizations.</li><li>High agency, integrity, ownership, and curiosity.</li></ul>Preferred Skills / Experience<ul><li>Experience working in the healthcare industry</li><li>Experience with object oriented programming</li><li>Experience with statistics and data modeling concepts like multivariate regression, segmentation modeling, machine learning, data mining, simulation, optimization, forecasting</li><li>Experience with other business intelligence backend and analytics applications</li></ul><div><div>The salary range below is for Base Salary. Total compensation also includes benefits and variable compensation. Compensation will be determined based on several factors including, but not limited to, skill set, years of experience, and the employee's geographic location.</div><div>Base Compensation</div><div>$65,000—$90,000 USD</div></div><div><p><strong>We recognize that people come with experience and talent beyond just the technical requirements of a job. If your experience is close to what you see listed here, please consider applying. Diversity of experience and skills combined with passion is a key to innovation and excellence. Therefore, we encourage people from all backgrounds to apply to our positions. Your skills and background may be more translatable to this role than you initially thought. Allow us the opportunity to get to know you. Please let us know if you require accommodations during the interview process.</strong></p><p><strong>What Apixio can offer you:</strong></p><ul><li>Meaningful work to advance healthcare </li><li>Competitive compensation</li><li>Exceptional benefits, including medical, dental and vision, FSA</li><li>401k with company matching up to 4%</li><li>Generous vacation policy</li><li>Remote-first & hybrid work philosophies</li><li>A hybrid work schedule (2 days in office & 3 days work from home) (<em>Note: If the position is designated as REMOTE it will stay REMOTE</em>)</li><li>Modern open office in beautiful San Mateo, CA; Los Angeles, CA; San Diego, CA; Austin, TX and Dallas, TX</li><li>Subsidized gym membership</li><li>Catered, free lunches</li><li>Parties, picnics, and wine-downs</li><li>Free parking</li></ul><p>We take your privacy very seriously. Please review our privacy policy to see exactly how we protect your information here</p><p><em>We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender, gender identity or expression, or veteran status. We are proud to be an equal opportunity workplace.</em></p><p></p><p><strong>Notice to <span class="long-word">Recruiters/Staffing</span> Agencies</strong></p><ul><li>Recruiters and staffing agencies should not contact Apixio through this page. <em>All recruitment vendors (search firms, recruitment agencies, and staffing companies) are prohibited from contacting our hiring manager(s), executive team members, or employees</em></li><li>We require that all recruiters and staffing agencies have a fully executed, formal written agreement on file</li><li>Apixio receipt or acceptance of an unsolicited resume submitted by a vendor organization to this website or employee does not constitute an actual or implied contract between Apixio and such organization and will be considered unsolicited and Apixio will not be responsible for related fees</li></ul><p></p><p></p><p>LI-RB1</p></div></div></div>

<h3>Job Description</h3><div>Job Description<div><div><p><strong>Who We Are:</strong></p><p>At the intersection of health plans and providers, Apixio is creating a leading Connected Care platform to minimize reimbursement inaccuracies and high-quality patient care so they can thrive as the industry moves toward value-based reimbursement models. </p><p>The combination brings together healthcare expertise, AI/machine learning technology and data-driven analytics solutions to deliver innovative solutions and value to our customers and the healthcare ecosystem. We aim to accelerate the shift toward alternative payment models, while enhancing efficiency and supporting better patient outcomes.</p></div>About the role:<p>Apixio is looking for a seasoned Business Analyst to join our Payment Integrity, Implementation organization who possesses a solid technical acumen, is experienced in writing detailed requirements, can groom backlog for sprint readiness, and support project management task. The role will interact with internal stakeholders, subject matter experts (SMEs), and clients to understand and clearly articulate the business need into testable requirements for development.</p><p>This role will be responsible for working with clients, implementation managers, business stakeholders and subject matter experts to ensure a clear understanding of the business <span class="long-word">problem/opportunity.</span> The Business Analyst will identify and document stakeholder requirements and support those requirements through the product development process with the respective Engineering team.</p><span class="long-word">Responsibilities:Capture</span> Business Requirements<ul><li>Understand Apixio's Payment Integrity business, products, data stores, standard and non-standard frameworks and UI functionality</li><li>Through project management of onboarding clients, gather detailed requirements from clients, stakeholders, and understand the impacted systems, components, and/or data</li><li>Drive business value translation and requirement definition for grooming </li><li>Document pertinent technical considerations and detail that aid in solution design and development</li><li>Identifies and manages requirement dependencies between other teams and technology stacks </li></ul>Support Implementation and Client Onboarding<ul><li>Liaise directly with technical leads and engineers to translate and articulate both business and technical requirement details </li><li>Identify the best sources of primary or secondary data to satisfy business requirements</li><li>Work with cross-functional team members from Operations, Product, Data Integration, Analytics, Data Science, Engineering and other areas to ensure requirements meet Definition of Ready (DoR) prior to development</li><li>Collaborates closely with various stakeholders to understand external and internal organizational needs for unstructured data extraction, transformation, and mapping and other data & reporting needs</li><li>Coordinates and validates design approaches with solution architects and agile team members</li><li>Simulates and tests product features and capabilities for usability and alignment with industry standards</li><li>Project management leadership by developing project plans, maintaining project scope through project documentation, and provide regular updates and action items to both client and internal stakeholders </li></ul>Provide Prioritization<ul><li>Identify and document scope and requirement dependencies</li><li>Work with the respective Implementation, Engineering Leaders and team to provide input on prioritization and ordering</li><li>Support sprint planning and execution, ensuring agile team development is in accordance with prioritization of the backlog</li><li>Acts as the authority for all scope and prioritization within the respective agile team backlog</li><li>Identify potential risk to develop mitigation plan for both external and internal facing</li></ul>Improve Processes<ul><li>Assess, quantify, and recommend implementation and product enhancements that improve efficiency and usability</li><li>Identify and analyze data to provide quantitative evaluation of requirements</li></ul>Demonstrate Initiative and Focus<ul><li>Demonstrate ability to adapt in a rapidly changing environment with evolving product capabilities</li><li>Have a high degree of initiative and customer service focus</li><li>Be a results oriented team player</li></ul><strong>Required Qualifications:</strong><ul><li>Bachelor's degree with an emphasis on product management, technology, business, related field, or equivalent experience</li><li>3+ years of experience working with healthcare data, machine learning technologies, and solutions managing backlogs and grooming requirements with agile development teams</li><li>2+ years of project management experience working within the Payment Integrity product scope, focus on DRG Clinical and Coding Validation and Itemized Bill reviews preferred</li><li>Product development methodology experience and technical knowledge</li><li>Strong communication skills necessary to relay complex requirements to team members and stakeholders</li><li>Strong organizational and planning skills</li><li>Ability to work independently when needed, applying critical thinking and problem solving to achieve a positive outcome. </li></ul><strong>Preferred Qualifications:</strong><ul><li>Experience conducting data analysis in SQL and Excel, and a scripting language like Python, R, SAS</li><li>Experience with statistics and data modeling concepts like multivariate regression, segmentation modeling, machine learning, data mining, simulation, optimization, forecasting</li><li>Experience with business intelligence backend and analytics applications</li></ul><div><div>The salary range below is for Base Salary. Total compensation also includes benefits and variable compensation. Compensation will be determined based on several factors including, but not limited to, skill set, years of experience, and the employee's geographic location.</div><div>Base Compensation</div><div>$95,000—$125,000 USD</div></div><div><p><strong>We recognize that people come with experience and talent beyond just the technical requirements of a job. If your experience is close to what you see listed here, please consider applying. Diversity of experience and skills combined with passion is a key to innovation and excellence. Therefore, we encourage people from all backgrounds to apply to our positions. Your skills and background may be more translatable to this role than you initially thought. Allow us the opportunity to get to know you. Please let us know if you require accommodations during the interview process.</strong></p><p><strong>What Apixio can offer you:</strong></p><ul><li>Meaningful work to advance healthcare </li><li>Competitive compensation</li><li>Exceptional benefits, including medical, dental and vision, FSA</li><li>401k with company matching up to 4%</li><li>Generous vacation policy</li><li>Remote-first & hybrid work philosophies</li><li>A hybrid work schedule (2 days in office & 3 days work from home) (<em>Note: If the position is designated as REMOTE it will stay REMOTE</em>)</li><li>Modern open office in beautiful San Mateo, CA; Los Angeles, CA; San Diego, CA; Austin, TX and Dallas, TX</li><li>Subsidized gym membership</li><li>Catered, free lunches</li><li>Parties, picnics, and wine-downs</li><li>Free parking</li></ul><p>We take your privacy very seriously. Please review our privacy policy to see exactly how we protect your information here</p><p><em>We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender, gender identity or expression, or veteran status. We are proud to be an equal opportunity workplace.</em></p><p></p><p><strong>Notice to <span class="long-word">Recruiters/Staffing</span> Agencies</strong></p><ul><li>Recruiters and staffing agencies should not contact Apixio through this page. <em>All recruitment vendors (search firms, recruitment agencies, and staffing companies) are prohibited from contacting our hiring manager(s), executive team members, or employees</em></li><li>We require that all recruiters and staffing agencies have a fully executed, formal written agreement on file</li><li>Apixio receipt or acceptance of an unsolicited resume submitted by a vendor organization to this website or employee does not constitute an actual or implied contract between Apixio and such organization and will be considered unsolicited and Apixio will not be responsible for related fees</li></ul><p></p><p></p><p>LI-RB1</p></div></div></div>

<h3>Job Description</h3><div>Job Description<div><div><p><strong>Who We Are:</strong></p><p>At the intersection of health plans and providers, Apixio is creating a leading Connected Care platform to minimize reimbursement inaccuracies and high-quality patient care so they can thrive as the industry moves toward value-based reimbursement models. </p><p>The combination brings together healthcare expertise, AI/machine learning technology and data-driven analytics solutions to deliver innovative solutions and value to our customers and the healthcare ecosystem. We aim to accelerate the shift toward alternative payment models, while enhancing efficiency and supporting better patient outcomes.</p></div><p><strong>The Opportunity at Apixio:</strong></p><p>At Apixio, our engineering teams play a pivotal role in shaping the future of healthcare. We are seeking an experienced Engineering Manager to lead a full-stack team responsible for our flagship product. In this role, you will oversee a team of 4 engineers, working closely with UX design, product management, and customer support teams to drive the creation and enhancement of all aspects of our user-facing experience. This position is a unique blend of hands-on engineering and management, offering you the opportunity to make a significant impact on healthcare outcomes.</p><p><strong>Who You Are:</strong></p><p>You are a seasoned engineering manager with a strong technical background and a passion for building exceptional user experiences. Your expertise extends to both front-end and back-end development, and you thrive in a role that combines hands-on engineering with leadership and management responsibilities.</p><p><strong>What You Will Own:</strong></p><p>As an Engineering Manager at Apixio, you will be entrusted with significant responsibilities, leading and mentoring a diverse team of engineers dedicated to the full-stack development of our flagship product. Your multifaceted role will involve:</p><ul><li><strong>Translating Product Requirements</strong>: Collaborating closely with design and product management teams to translate intricate product requirements into a seamless and user-friendly experience, spanning both front-end and back-end systems.</li><li><strong>Service Oriented Architecture and APIs</strong>: Taking ownership of a set of services critical to our flagship product. This dynamic ecosystem is built using both Java and Scala, and your leadership will ensure their continued robustness, scalability, and alignment with our product objectives. We are moving away from Scala and all new development is in Java but we have to maintain and migrate the Scala service in the mean time. Define API contracts for the backend and follow best practices and api conventions. </li><li><strong>Data Management</strong>: Overseeing several data stores that back our solution, encompassing both relational (e.g., MariaDB, PostgreSQL) and non-relational (e.g. Elasticsearch, Redis) databases. Your role will include working with the team and DevOps to optimize data storage and retrieval to support the efficient functioning of our product.</li><li><strong>Front-end Application</strong>: Managing the front-end component, which is developed using React.js and TypeScript. Your focus here is on enhancing and refining the user interface to deliver a visually compelling and user-friendly experience. Ensuring the quality and reliability of our applications by overseeing the implementation and optimization of our testing framework, powered by Cypress. This includes component, integration, and feature testing strategies to maintain a high standard of software quality.</li></ul><p><strong>What You Bring to the Table:</strong></p><p>To excel in this multifaceted role, you should embody the following qualities and qualifications:</p><ul><li><strong>Leadership and Mentorship</strong>: You have a proven track record of leadership and mentorship, nurturing a collaborative and productive engineering team. Your ability to guide and inspire your team members to achieve their best is evident.</li><li><strong>Technical Proficiency</strong>: With a strong technical background, you bring expertise in both front-end and back-end development. You are proficient in languages such as Java, Scala, TypeScript, and React.js, and you can effectively bridge the gap between design and technical implementation.</li></ul><p><strong>Scrum Methodology: You have experience running a scrum team, sprinting, working with product and design on grooming, daily standups, and retrospective reviews. You know the power of scrum and lean in to the process.</strong></p><ul><li><strong>User-Centric Approach</strong>: You are passionate about creating exceptional user experiences. Your commitment to translating complex product requirements into user-friendly solutions is a driving force in your work.</li><li><strong>Service Oriented Architecture</strong>: You have a deep understanding of service oriented architecture, having previously managed and optimized microservices in a production environment. Experience with Java and Scala in this context is highly valuable.</li><li><strong>Data Management Acumen</strong>: You are familiar with managing diverse data stores, including both relational and non-relational databases. Your knowledge of database systems like MariaDB, PostgreSQL, Cassandra, and Elasticsearch is a significant asset.</li><li><strong>Testing Excellence</strong>: Quality assurance is second nature to you. You have hands-on experience with testing frameworks, particularly Cypress, and are dedicated to maintaining the highest standards of software quality.</li><li><strong>Collaborative Spirit</strong>: You thrive in a collaborative environment, working closely with cross-functional teams, including UX design, product management, and customer support, to deliver exceptional products. Your ability to communicate complex technical concepts to non-technical stakeholders is exemplary.</li><li><strong>Passion for Healthcare Innovation</strong>: You share our passion for leveraging technology to revolutionize healthcare outcomes. Experience in the healthcare industry or familiarity with healthcare data standards is a valuable bonus.</li><li><strong>Adaptability</strong>: In a fast-paced and dynamic environment, you demonstrate adaptability and resilience. You can navigate challenges with a problem-solving mindset, ensuring the success of our flagship product.</li></ul><p>Your leadership and technical prowess will be instrumental in driving the development and maintenance of these critical components, contributing significantly to our mission of revolutionizing healthcare through cutting-edge technology.</p><div><div>The salary range below is for Base Salary. Total compensation also includes benefits and variable compensation. Compensation will be determined based on several factors including, but not limited to, skill set, years of experience, and the employee's geographic location.</div><div>Base Compensation</div><div>$150,000—$190,000 USD</div></div><div><p><strong>We recognize that people come with experience and talent beyond just the technical requirements of a job. If your experience is close to what you see listed here, please consider applying. Diversity of experience and skills combined with passion is a key to innovation and excellence. Therefore, we encourage people from all backgrounds to apply to our positions. Your skills and background may be more translatable to this role than you initially thought. Allow us the opportunity to get to know you. Please let us know if you require accommodations during the interview process.</strong></p><p><strong>What Apixio can offer you:</strong></p><ul><li>Meaningful work to advance healthcare </li><li>Competitive compensation</li><li>Exceptional benefits, including medical, dental and vision, FSA</li><li>401k with company matching up to 4%</li><li>Generous vacation policy</li><li>Remote-first & hybrid work philosophies</li><li>A hybrid work schedule (2 days in office & 3 days work from home) (<em>Note: If the position is designated as REMOTE it will stay REMOTE</em>)</li><li>Modern open office in beautiful San Mateo, CA; Los Angeles, CA; San Diego, CA; Austin, TX and Dallas, TX</li><li>Subsidized gym membership</li><li>Catered, free lunches</li><li>Parties, picnics, and wine-downs</li><li>Free parking</li></ul><p>We take your privacy very seriously. Please review our privacy policy to see exactly how we protect your information here</p><p><em>We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender, gender identity or expression, or veteran status. We are proud to be an equal opportunity workplace.</em></p><p></p><p><strong>Notice to <span class="long-word">Recruiters/Staffing</span> Agencies</strong></p><ul><li>Recruiters and staffing agencies should not contact Apixio through this page. <em>All recruitment vendors (search firms, recruitment agencies, and staffing companies) are prohibited from contacting our hiring manager(s), executive team members, or employees</em></li><li>We require that all recruiters and staffing agencies have a fully executed, formal written agreement on file</li><li>Apixio receipt or acceptance of an unsolicited resume submitted by a vendor organization to this website or employee does not constitute an actual or implied contract between Apixio and such organization and will be considered unsolicited and Apixio will not be responsible for related fees</li></ul><p></p><p></p><p>LI-RB1</p></div></div></div>

Apixio Interview Questions

Apixio Interview Guides

Apixio Interview Questions

Apixio Salaries by Position

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