20+ Datavalley.AI Interview Questions and Answers

Filters are used to limit the data displayed in a visualization. There are different types of filters in Tableau.

• Types of filters include: dimension filters, measure filters, context filters, table calculation filters, and extract filters.

• Dimension filters limit the data based on specific dimensions, such as date or region.

• Measure filters limit the data based on specific measures, such as sales or profit.

• Context filters create a temporary table that can improve performance by...read more

SLA stands for Service Level Agreement and SOPs stands for Standard Operating Procedures.

• SLA is a contract between a service provider and a customer that outlines the level of service expected.

• SOPs are step-by-step instructions for performing a specific task or process.

• Previous process's SLA refers to the agreed-upon level of service for a previous process.

• SLAs and SOPs are important for ensuring consistency and quality in service delivery.

• Examples of SLAs include response ti...read more

There are significant growth opportunities in the future for Certified Medical Coders.

• The demand for Certified Medical Coders is expected to increase due to the growing healthcare industry.

• Advancements in technology and electronic health records will create new opportunities for coders.

• Certified Medical Coders can specialize in specific areas such as anesthesia, cardiology, or orthopedics.

• Coders can pursue higher education and certifications to enhance their career prospects....read more

Ed coding cpt procedures involves assigning appropriate CPT codes to procedures performed in the emergency department.

• Understand the CPT code set and guidelines for accurate coding.

• Assign codes based on documentation of procedures performed.

• Take into consideration any modifiers that may be necessary for accurate coding.

• Stay updated on changes in CPT codes and guidelines.

• Examples: Assigning CPT code 99284 for a comprehensive ED visit, or 31500 for endotracheal intubation.

The Mdm table is used in medical coding to document the complexity of a patient's medical decision-making.

• The Mdm table stands for Medical Decision Making and is used to determine the level of complexity in a patient's case.

• It includes factors such as the number of diagnoses or management options, the amount and complexity of data reviewed, and the risk of complications or morbidity.

• Each factor is assigned a score, and the total score determines the level of MDM (Minimal, Low...read more

Tableau supports various data types including string, integer, float, date, boolean, and geographic data.

• String: text data

• Integer: whole numbers

• Float: decimal numbers

• Date: date and time data

• Boolean: true/false data

• Geographic: latitude and longitude data

• Examples: 'John Smith' (string), 25 (integer), 3.14 (float), 01/01/2021 (date), true (boolean), (latitude, longitude) (geographic)

A set of medical questions related to medical terminology, anatomy, and physiology.

• Ectomy refers to the surgical removal of a body part or organ, such as appendectomy (removal of the appendix) or mastectomy (removal of the breast).

• Cholelithiasis is the formation of gallstones in the gallbladder.

• The brain is responsible for controlling and coordinating all bodily functions, including movement, sensation, thought, and emotion.

• Antepartum refers to the period of time before child...read more

I have implemented process improvement plans in my previous roles resulting in increased efficiency and cost savings.

• Implemented Lean Six Sigma methodologies resulting in a 20% reduction in production time

• Introduced automation tools resulting in a 30% reduction in manual errors

• Conducted regular process audits and made necessary changes resulting in a 15% increase in customer satisfaction

Aggregation is the process of combining data into a summary form, while disaggregation is the opposite, breaking down summary data into its individual components.

• Aggregation involves grouping data and performing calculations on the grouped data.

• Disaggregation involves breaking down summary data to reveal the individual data points.

• Aggregation is useful for analyzing trends and patterns at a higher level.

• Disaggregation is useful for exploring detailed data and identifying outl...read more

In Tableau, discrete and continuous are two types of data that can be used to categorize and analyze information.

• Discrete data consists of distinct, separate values that cannot be measured or divided further.

• Examples of discrete data in Tableau include categories like product names, customer segments, or regions.

• Continuous data represents measurements or values that can be divided infinitely and can take on any value within a range.

• Examples of continuous data in Tableau inclu...read more

Yes, I have previous EMR and EHR exposure and familiarity.

• I have worked with various EMR and EHR systems such as Epic, Cerner, and Allscripts.

• I am familiar with the functionalities of these systems such as patient charting, medication management, and order entry.

• I have experience training and supporting staff on the use of these systems.

• I stay up to date with industry changes and updates to these systems.

Context filters can slow down performance and limit interactivity.

• Context filters create a temporary table that affects the performance of the workbook.

• Using multiple context filters can further degrade performance.

• Context filters limit the interactivity of other filters and actions.

• Context filters may not work well with certain data sources or complex calculations.

• Removing or modifying context filters requires re-computation of the entire context.

The latest version of Tableau is 2021.3.

• 2021.3 was released on September 14, 2021.

• New features include improved data modeling capabilities and enhanced analytics.

• Previous versions include 2021.2, 2021.1, and 2020.4.

KPI and KRA of a Team Lead

• KPIs: Team productivity, quality of work, meeting deadlines, employee satisfaction

• KRAs: Team development, process improvement, communication, goal setting

• Examples: Increase team productivity by 10%, reduce errors by 5%, improve employee satisfaction by 15%

• Examples: Develop training program for team members, implement new project management tool, conduct regular team meetings

Data visualization is the graphical representation of data to help understand patterns, trends, and insights.

• Data visualization uses charts, graphs, and maps to present data visually.

• It helps in identifying patterns, correlations, and outliers in data.

• Examples include bar charts, line graphs, scatter plots, and heat maps.

HMO and PPO are types of health insurance plans.

• HMO stands for Health Maintenance Organization and is a type of managed care plan where you choose a primary care physician who coordinates all your healthcare needs.

• PPO stands for Preferred Provider Organization and is a type of managed care plan where you have more flexibility in choosing healthcare providers, but may pay more for going out of network.

• HMOs typically have lower out-of-pocket costs but less flexibility in choosi...read more

Tableau is more user-friendly and has better visualization capabilities than QlikView.

• Tableau has a more intuitive drag-and-drop interface

• Tableau has a wider range of visualization options

• Tableau has better integration with other data sources

• QlikView has better data modeling capabilities

• QlikView has better performance with large datasets

A mutual fund is a type of investment vehicle made up of a pool of money collected from many investors to invest in securities.

• Mutual funds are managed by professional fund managers

• Investors buy shares in the mutual fund and the value of those shares increases or decreases based on the performance of the underlying securities

• Mutual funds offer diversification and liquidity

• Types of mutual funds include equity funds, bond funds, and money market funds

ADDS stands for Active Directory Domain Services.

• ADDS is a Microsoft service that provides centralized authentication and authorization for Windows-based computers.

• It allows administrators to manage users, computers, and other resources in a network environment.

• ADDS is a key component of Microsoft's Active Directory technology.

• It is used to create and manage domains, domain controllers, and other directory objects.

• ADDS also provides features such as group policy management, L...read more

My future plan is to continue developing my skills and knowledge in the field, eventually moving into a leadership role.

• Further education and certifications to enhance expertise

• Seeking opportunities for advancement within the company

• Building strong professional relationships for networking

• Developing leadership skills through mentorship programs

• Exploring new technologies and trends in the industry

I will handle a process by following a systematic approach and ensuring quality at every step.

• Understand the process requirements and objectives

• Identify key steps and stakeholders involved

• Develop a detailed plan and timeline

• Implement the process according to the plan

• Monitor and measure process performance

• Identify and address any deviations or issues

• Continuously improve the process based on feedback and data

• Ensure documentation and communication of process changes

Authorization and inclusive are important concepts in process management.

• Authorization refers to granting permission or access to certain resources or actions.

• Inclusive means including all necessary parties or elements in a process or decision-making.

• Authorization ensures that only authorized individuals can access sensitive information or perform certain tasks.

• Inclusive processes promote diversity and ensure that all stakeholders are involved in decision-making.

• Examples: Aut...read more

Yes, I am currently pursuing my postgraduate degree in Business Administration.

• I am currently enrolled in a part-time MBA program at XYZ University.

• I plan to complete my PG within the next two years while working full-time as a Process Associate.

• I believe that furthering my education will enhance my skills and knowledge in the field of business administration.

KPIs are specific measurable goals, while KRAs are broader areas of responsibility.

• KPIs are Key Performance Indicators that measure specific, quantifiable targets.

• KRAs are Key Result Areas that define the broader responsibilities and outcomes expected.

• KPIs are more focused on individual or team performance, while KRAs are related to overall job responsibilities.

• Example: KPI for a quality team leader could be reducing defect rates by 10%, while KRA could be ensuring overall qu...read more

Four common denials in healthcare billing include lack of medical necessity, incorrect coding, timely filing limits, and duplicate billing.

• Lack of medical necessity: When a service or procedure is not deemed medically necessary by the insurance company.

• Incorrect coding: When the codes submitted do not match the services provided, leading to denial.

• Timely filing limits: When claims are not submitted within the specified time frame by the insurance company.

• Duplicate billing: Wh...read more

SAS on Prem refers to SAS software installed and operated on-premises rather than in the cloud.

• SAS on Prem stands for SAS software that is deployed and managed on the organization's own servers.

• It allows organizations to have full control over their data and infrastructure.

• SAS on Prem is often preferred by organizations with strict data security and compliance requirements.

• Examples of SAS on Prem solutions include SAS Viya deployed on the organization's servers.

API automation involves using software tools to automatically test and interact with APIs.

• API automation involves using scripts or tools to send requests to an API and validate the responses.

• It helps in automating the testing of APIs to ensure they function correctly and meet requirements.

• API automation can be done using tools like Postman, SoapUI, or programming languages like Python with libraries like requests.

IQ Bot is an AI-powered cognitive automation solution that can learn from human behavior to handle unstructured data.

• IQ Bot uses cognitive technology to extract and process unstructured data like emails, PDFs, and images.

• It can learn from human corrections to improve accuracy over time.

• IQ Bot can be integrated with RPA platforms like UiPath to automate end-to-end processes.

• It is used in industries like finance, healthcare, and logistics for document processing and data extrac...read more