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Link Group Interview
Questions

27 Questions and Answers by Ryan Brunner

Published January 3rd, 2020 | Ryan has over 10 years of experience interviewing
candidates in the healthcare, public service, and private manufacturing/distribution industries.
Question 1 of 27
What data cleaning methods are you familiar with and comfortable using if hired for this role at Link Group?
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How to Answer
To improve data quality and increase overall productivity of a system, Link Group relies on their data analysts to use data cleansing methods to ensure quality data exists in their software. Be open and honest with the ways that you've helped ensure quality and accurate data in the systems that you've worked with while also showing that you have an open mind to learning and utilizing more methods if hired for this position.
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1.
What data cleaning methods are you familiar with and comfortable using if hired for this role at Link Group?
To improve data quality and increase overall productivity of a system, Link Group relies on their data analysts to use data cleansing methods to ensure quality data exists in their software. Be open and honest with the ways that you've helped ensure quality and accurate data in the systems that you've worked with while also showing that you have an open mind to learning and utilizing more methods if hired for this position.

Ryan's Answer #1
"In my current work, I use a very methodical fashion in cleaning data for finished systems. My first step is to remove duplicate and irrelevant observations within the data. Then I scan the data to remove extra spaces, convert numbers stored as text into numbers and remove duplicate data. These steps help ensure clean and accurate data and I never overlook them. If hired for this position, what methods does the current data analyst team her at Link Group utilize?"
Ryan's Answer #2
"I am familiar with many methods used in the cleansing of data. The initial monitoring of errors within a system is very important to identifying where errors occur and give insight into how to fix corrupt data. I have utilized the tools within Domo software to validate data accuracy and scrub for duplicate data in my processes as well. Being very proficient in data analysis, I'm very open to learning new methods as well if hired for this position."
2.
Do you have experience working with data in a cloud computing environment?
Over recent years, more and more companies are converting to cloud based computing services because the conversion allows them to save money and have better auditing trails. As a prospective data engineer with Link Group, your interviewer will be looking to hear that you are at least familiar with the concepts of working with cloud based data. Talk in details about the experiences you have while keeping your mind open to working with more in the future if hired with Link Group.

Ryan's Answer
"My current organization has been using Apprenda, a PaaS, that allows us to develop, test and maintain our software projects. I also have experience mining and converting data off of public, community and private cloud networks. If hired here at Link Group, I think I would bring a wealth of cloud based experience to the data engineering team."
3.
In our consulting services here at Link Group, we often have to work with people who aren't very tech savvy. How would you handle a situation like this if hired for this role?
When working onsite with clients on new software and new technologies, most front line employees working on the new system won't have the technical acumen that you possess. Because of this fact, your consulting services will have to be performed in a fashion that is easy to understand for the clients. Give your answer a personal touch by explaining your ability to work with clients on a one-on-one basis and customizing your approach with them based on their level of knowledge. From a high level, then talk about certain techniques that you've found to be useful in the past.

Ryan's Answer #1
"In my days in software sales and consulting, I've found that the best approach with clients is to always discuss things in terms of their business results as opposed to the processes involved. I've found that clients aren't interested in how a software program works to pull information out of a data table. They want to know the steps they have to take to successfully pull the relevant information to them in their work and I try to focus my efforts on that. If I get the sense that a certain person has a good understanding of the software, I don't hesitate to brag a bit about the creative programs that were designed behind the scenes because they can definitely show appreciation for that."
Ryan's Answer #2
"Having a lot of experience doing this in my time consulting and training with external customers, there are many tools of the trade that can be implemented. I always avoid technical jargon and use wording that makes sense to a client to explain technical processes. I find that customers appreciate the use of meaningful analogies and presentations that have a lot of visuals to help understand new processes that we will be working with."
4.
Do you have any unique skills or past work experiences that we can't see on your resume that would benefit the team here at Link Group?
This question is providing you the opportunity to potentially set yourself apart from your competition for this position. To do just that, it will be important for you to make sure that the unique skill or experience that you discuss matches with a critical need for Link Group and the position that you are interviewing for. Whether you talk about a unique skill or experience, your research on this job will prove vital in your ability to make sure that it impresses your interviewer.

Ryan's Answer
"In my current role as a data engineer, I have gotten the opportunity over the last five years to work with clients in many industries. One of the industries that I've worked most closely with has been the private insurance industry. This experience and my gaining of insider knowledge in the insurance industry would benefit me greatly if brought aboard the team here at Link Group."
5.
What is one unique personality trait you possess that would help you be successful in this role with Link Group?
This question is allowing you to have the floor during your interview to wow your interviewer with something they might not know about you yet from your resume or time so far during the interview. Think about a strong, unique trait that you have that has led to prior success in your field and explain in detail how this will help further you in your career with Link Group. If possible, be very unique in your answer to draw a direct line between your personality and success in this role.

Ryan's Answer #1
"From what my parents have told me about me as a young child, passion has been a personality trait that has driven me my whole life. When I tackle something in life, I need to be passionate about it for it to be a success. From my time as a young child up to today, I have been passionate about physical fitness and this has driven me to participate in running and biking races across the country. This same passion in the pursuit of excellence has translated into my career as a software engineer. From tinkering with computer hardware at a young age and learning the internal components of a system to learning how to create and design software, you'll quickly find that my passion to engineer the most unique software here at Link Group will be extremely beneficial to your team."
Ryan's Answer #2
"I would have to say that my humility has been instrumental in getting me to where I am at today in my career. Having worked with one of the largest software companies in the world, egos were certainly high with a lot of my teammates and I have always used my humility to let my work do my talking for me while remaining a friendly and curious colleague to all."
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