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Edgestream Interview
Questions

27 Questions and Answers by
| Ryan has over 10 years of experience interviewing
candidates in the healthcare, public service, and private manufacturing/distribution industries.

Question 1 of 27

In your mind, when is monkey testing the most effective in testing new software?

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Edgestream Interview Questions

  1. 1.

    In your mind, when is monkey testing the most effective in testing new software?

      By utilizing random inputs to check the behavior of a program, monkey testing has its time and place in the software testing process. For this question, your interviewer is looking to hear that you have an understanding of the theory behind monkey testing and how you would look to put it to work at Edgestream to test their products.

      Ryan's Answer #1

      "In my experience, monkey testing has been very effective in load testing and stress testing new software as standard testing methods couldn't do this without a lot of extra work. Because of the adhoc approach to the testing, load and stress on the software was most highly gauged through monkey testing."

      Ryan's Answer #2

      "Because monkey testing is able to find unique bugs that standard testing won't find, I've found it to be very effective for testing new pilot software programs that are reaching new bounds. At my current job, I helped design a brilliant monkey testing process that utilized user behavior to look for certain probabilities of bugs within our systems that we were designing."

  2. 2.

    In SQL, how do you explain the differences between clustered and non-clustered indexes? Can you name a time that you used each?

      Edgestream uses indexes to improve query performances within their software and for this question, your interviewer is looking to hear that you have a basic understanding of both clustered and non-clustered indexes. Explain the differences between the two types of indexes and be sure you can either speak to relevant times that you've used each or when would be the appropriate application to use each.

      Ryan's Answer #1

      "In the simplest of terms, a clustered index order records in a table the way that they are physically stored. There can only be one clustered index per table. Non-clustered indexes do not store data to match the physical order that it is stored. Rather, it can hold up to 249 indexes per table. Both types come with their own benefits over the other. In my experience, clustered indexes are suited best for programs that use primary key as an identity integer column. On the other hand, non-clustered make the most sense for programs that need JOIN and WHERE clauses within them."

      Ryan's Answer #2

      "In my experience, clustered indexes are faster to read but very slow when it comes to update data within. Non-clustered indexes are just the opposite in that they are slower to read but much fast to insert new data into them. In my current role, I mostly use clustered indexes when large numbers of rows need to be retreived and when insert operations are important. Most other times, I will use non-clustered as the standard."

  3. 3.

    Can you describe the software development lifecycle?

      With this question, employers are looking to test your knowledge. They want to know how much you've participated in the projects you've been involved in to truly understand the software development lifecycle. The question may seem basic to some, but employers are expecting an accurate answer to know that they're hiring a true pro.

      Ryan's Answer #1

      "Absolutely. In my last job, we leveraged the waterfall method, making sure we completed each phase of the project - and completed it on time and to the highest quality, before moving on. The software development lifecycle consists of 6 steps, starting with planning, of course, followed by implementation, testing, documentation, deployment, and maintenance. Every step is crucial to ensure we're producing a quality product and also maintaining that product to meet the changing needs and demands of our end users."

      Ryan's Answer #2

      "I am new to my career in financial services and sales; however, I have taken an online course focused on cold calling. This course was incredibly helpful and I look forward to meeting and exceeding my targets with Edgestream."

  4. 4.

    If hired for this position at Edgestream, what leadership skills would you bring to our team?

      While this position at Edgestream may not hold the title of manager, supervisor or director, the organization firmly believes that employees that demonstrate key leadership qualities are better set for future career success. Aside from that, leadership skills help you work better as part of a larger team and with potential customers as well. Prior to your interview, think about one or two leadership qualities that you possess and talk in detail about how you've exemplified those qualities in the past.

      Ryan's Answer #1

      "I would say that my credibility is my best leadership skill. My openness and honesty suits me well when working among a team of individuals and this helps them gain trust in following my lead when working on projects. Another skill I would bring here to Edgestream would be my ability to lead by example. I'm not afraid to take a risk in seeking innovation and I've been commended for this trait many times by my current manager."

      Ryan's Answer #2

      "If you were to offer this position to me, you'd quickly find that my positive attitude is an inspiration to those that I work closely with. In my current job, we work under the constant stress of tight deadlines and my positivity can be infectious to help others maintain their focus when negativity can easily take over in most situations. I would say that my other strong suit as a natural leader is my ability to be fluid on a day to day basis. Sometimes our world can be monotonous and when change comes, most resist that change. For me, change is a chance to break the current mold and grow as an employee."

  5. 5.

    At Edgestream, we rely on a full team effort to deliver top quality products to our customers. Tell me about a time that you worked well as part of a team. Are you comfortable in a similar role here?

      While this potential role with Edgestream will require your to be an independent worker that can think on your feet, you will also need to work as part of a larger team that is working toward one common goal. Because of this fact, your interviewer will want to hear that you thrive in an environment where you work with team members from other disciplines than you are trained in. In your example, stress to your interviewer that you have excellent communication skills and that you fully understand that every person on a team plays a vital role in the organization's success.

      Ryan's Answer #1

      "Throughout my career, I've always enjoyed working as part of a larger team on the job and this personal enjoyment started with my love of and participation in team sports like baseball and basketball. Growing up playing sports, I learned that each team member brought a unique skill set that could help us achieve our goals. Through a great coaching staff that knew how to make these individual skills shine, this same philosophy holds true for a team that is looking to design a new software system. I know that my skills as an engineer are just part of the final product and I work very well with designers, architects, analysts and sales to help build the greatest system possible."

      Ryan's Answer #2

      "I am a people person by nature and my current role has me working very closely with our engineering and design staff on writing technical manuals for our products. While I certainly can handle long days at my computer in solitude, my desire to work hand in hand with others really sets me apart from my peers in this field. I have excellent verbal, listening and written communication skills that, if hired here at Edgestream, your entire team would appreciate from my first day on the job."

  6. 6.

    Would you say that you are a goal oriented on the job? What would I be able to do as your manager to help you achieve your goals if hired here at Edgestream?

      At the heart of this question lies your interviewers desire to see what motivates you as a potential employee at Edgestream. Make it clear to your interviewer that you certainly are motivated by on the job goals and do this by using an example of a time where you were motivated by and achieved a goal. Then, think deeply about the type of manager that you like to work for in terms of goal setting and helping our achieve your goals. Let your interviewer know what type of management styles you appreciate the most while being open to any style.

      Ryan's Answer #1

      "I would definitely say that I am goal oriented on the job in wanting to contribute any way that I can to the overall benefit of the organization. In my current organization, our leadership focuses on overall sales numbers at the end of the year. To help achieve these goals, our department creates our own goals to help achieve the sales numbers needed to succeed. Last year, one of those goals was to be as creative as possible in our user experience design processes. With the launch of an exciting new app midyear, sales numbers skyrocketed and our department was instrumental in that. For me, it was important that we determined our goals as a team with the final stamp of approval from our manager. While this style of management really helped motivate me, I can thrive under any management style as long as expectations and goals for my work are clearly set."

      Ryan's Answer #2

      "For me, my day to day work is much more meaningful when I have goals to work for. In my current role, we have set timelines for our projects and this helps lay the framework for our goals. If hired for this position, my expectations of you as my manager would be to have goals clearly defined and a supportive atmosphere to be provided to work within."

  7. 7.

    If hired here at Edgestream, what do you feel would be the biggest hurdle for you to overcome from the start?

      The key to answering this question with confidence starts with understanding that you are interviewing with Edgestream because your interviewer feels that you are a strong candidate for this position. What your interviewer is focusing on with this question is how they could be of most help to you if hired for the job. So, take the time prior to your interview to think about an aspect of the position that would be the most difficult for you to overcome to be up and running at full speed and then take time to explain how you would plan to overcome that hurdle if hired. This structured answer will tell your interviewer that you have put thought to your potential shortcoming with a plan of action.

      Ryan's Answer #1

      "As you can see from my resume, I don't have any direct working experience with the financial industry and I would see that as my largest learning opportunity if offered this position. Like I did with my current job in the healthcare industry, I would take the time to learn the basics of the industry that would help me design the most intuitive user interfaces in the products here at Edgestream."

      Ryan's Answer #2

      "Being a team player by nature, I've always considered my first challenge at any new company to be the task of getting to know my colleagues, their work preferences and their work styles. In the same breath, I want them to know who I am and how I best work as part of a team with them. To accomplish this, I would take the initiative to set one on one meetings with individuals that I didn't get to touch base with during my orientation process to get to know them better."

  8. 8.

    What data cleaning methods are you familiar with and comfortable using if hired for this role at Edgestream?

      To improve data quality and increase overall productivity of a system, Edgestream 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 Edgestream 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."

  9. 9.

    We are looking for innovators to join us here at Edgestream. Where have you brought innovation in automation to a process in your career?

      Innovation in software has occurred in many phases over the last 20 years and Edgestream is always striving to be on the forefront of innovation in their field. For this question, think back on your automation experience and talk about a concept that you helped create that you felt was innovative. Really sell your interviewer on your ability to think outside of the box with this question by hammering home the idea that you can help bring new innovations to the team at Edgestream.

      Ryan's Answer #1

      "To be very honest with you, I was really drawn to the automation side of engineering because of the constant need to be flexible and continuing me education to stay ahead of new trends. Last year, I helped develop a codeless test automation for my company that brought together our software engineers and end users to test in environments in a fast and efficient manner. The codeless testing was a first for my organization and really helped free up time for our software engineers to come up with solutions rather than spend time testing."

      Ryan's Answer #2

      "About four years ago, I was on a team that developed an AI bot that could test scripts and provide analysis on extremely large amounts of data in a short period of time. Our work focused on the algorighms that the AI would utilize in its testing work. From the start, the AI process was extremely accurate and efficient. Now, as things have changed over time, modifications to the AI system all center around changes to the algorithms. Based on our success, we presented our AI system at a national conference last year and it received a lot of great accolades."

  10. 10.

    Talk about a time when things didn't go as planned on the job. What was the situation and what allowed your to persevere in that situation?

      As a professional in the tech industry, you have likely had a project that failed, a promotion that passed you over or a meltdown occur at some point in time. Realizing that your interviewer fully understands and expects that failure happens, talk openly and honestly about a situation where you experienced failure or failed plans. Most importantly in your answer, focus on how you overcame the particular situation and discuss lessons that you learned moving forward that you can bring to this role at Edgestream.

      Ryan's Answer #1

      "A couple of years ago in my first role as a UI designer out of college, my team was tasked with coming up with a very short notice proposal for a potential high end customer. With a week turnaround time, I set right to spending my time gathering information on the company to build a mock design. When the proposal was submitted, I found out that the potential customer scoffed at my idea and the customer went with another organization's proposal for their use. The biggest piece of feedback that I got was that the UI design just wasn't conducive to the type of customers they were expecting. From that point forward, whether it has been with short notice or long-term products, I take the time to communicate with key decision makers from clients to gather information for making my design as user friendly as possible."

      Ryan's Answer #2

      "Last year, I was working on a large scale project that put me face to face with a key customer. After traveling onsite with the customer to spend time with them, I exchanged contact information with two of the key decision makers. In the weeks following, I was sending them follow up emails with our business proposals and was getting frustrated at the lack of response from the clients. After my manager had questioned the viability of the potential customer, I picked up the phone and called them directly. It turns out that their responses back to me were being sent to a junk email folder that I neglected to consider. I apologized for the mistake, took action quickly and we came to a great agreement on future business together. After having a laugh about it with my boss, I now incorporate diligent communication follow ups both by phone and email with customers while also regularly checking all email inboxes."

  11. 11.

    What software analysis and design tools do you have familiarity working with?

      As a software engineer for Edgestream, your interviewer wants to hear that you have experience in utilizing tools that you make you more proficient in your work. Dig back on your past experiences and talk openly about your experiences with the different analysis and design tools that are available to help you be better in the work that you do. In the end, make sure that your interviewer understands that you are proficient in the use of these tools and open to learning and using new tools as well.

      Ryan's Answer #1

      "As my career and experience in software engineering has grown over the years, I've come to really appreciate and utilize these tools that are available. A great example of this would be my recent education and use of Structured English for designing insurance claim software for a large auto insurer. The simplicity of the structured decisions in the program were a perfect example of a program that could utilize the tool and the end product ended up very functional for our customer."

      Ryan's Answer #2

      "I have great working knowledge in creating and reading data flow diagrams. To help with both our own sales staff and with customers, DFD's have been super helpful and I consider myself very proficient in creating them. I've also recently been introduced to decision tables to aid in product testing. I was working on a new system that involved some very complicated business rules and the decision table helped outline everything perfectly for our testing."

  12. 12.

    If you were confronted with a time where you wouldn't be able to meet a deadline here at Edgestream, what steps would you take when you made that realization?

      At some point in any person's career, the inevitable happens and an important deadline needs to be missed. With your interviewer fully understanding this fact, they are solely interested in how you react to this situation and what you do to make the situation right. In your answer, focus on the refocused planning and communication needed while also avoiding blaming others for the situation. Your interviewer holds accountability as a desirable virtue, so be sure to take accountability for actions in your response.

      Ryan's Answer #1

      "In my current position, I am very used to handling multiple tasks and projects on a day to day basis. Last year, my team was tasked with what started as a low priority project. After assembling a team to initially discuss the details and set a deadline for completion with our management, the project unfortunately fell off the radar of everyone on the team with many more high priority projects coming up each week. As the initial project's deadline was within a week of being due, our CEO reached out to me for a progress report. I immediately took full responsibility for letting this fall off the radar and I ensured our CEO that we would have an updated timeline set by the end of the week. In doing this and completing the project to his satisfaction, this was really the tipping point in our department moving forward utilizing a detailed project management tracking system. To this day, I can't say enough about how appreciative I am about utilizing this awesome system. Moving forward, you can rest assured knowing that I take full accountability for my actions and do what is necessary to communicate new expectations and meet them fully."

      Ryan's Answer #2

      "Having been in this situation before, I would first sit down to gather all the facts possible in the situation. What was the deadline, why wasn't it met and what can be done are all important questions moving forward. From there, communicating to all key parties is extremely important and doing so in a timely manner is critical. In this communication, taking accountability and setting new expectations for delivery in a concise and tactful manner will most often put stakeholders at ease and allow for successful completion."

  13. 13.

    Do you consider yourself stronger in C++, C#, Java, or Python?

      Before your interview, do some research to understand what tech stack Edgestream uses so you can best prepare and highlight your expertise. If you aren't as strong in one of the skills you feel is necessary, be sure to explain how you've used it and how you are growing your knowledge to become better. Be sure to be honest in your answer, as the company will likely test your strengths.

      Ryan's Answer #1

      "In my last company, we had a bit of an outdated tech stack and used C# and .NET. I found myself fully immersed in those technologies, but had a strong desire to learn more and become more familiar with modern technologies and how I can apply that in my career. That's what has me so interested in this role. Over the last year, I've taken courses in Java and C++, which I noticed you prefer. I've become proficient in the skills and in side projects, applied my increasingly strong knowledge. I'm probably strongest professionally in C# as that has been where my experience lies, but my passion and dedication is on the Java and C++ side, as I feel that's the more modern alternative. I'm excited about the possibility of applying that knowledge in a role at Edgestream."

      Ryan's Answer #2

      "I am motivated and excited about this new opportunity because it will challenge me to grow in my (X) skills. I love soccer and enjoy spending time with my teammates. I am interested in continuing my education by studying (Y) to further my career."

  14. 14.

    In a technical support role here at Edgestream, we expect that you would be able to bring great customer service skills to the role. Describe your customer service philosophy in the support that you would provide.

      While your interviewer will be able to get great insight into your technical expertise during your interviewer, this one question will allow you the opportunity to describe how you will bring solid interpersonal skills to the role. Your interview knows that customers will rely on you to provide quick and sensible support for their needs, but the expectation to do that in a pleasing manner is of utmost importance. Talk from a high level about your feelings on why providing great service is important and give an example or two of ways that you have done that in the past.

      Ryan's Answer #1

      "To me, my job duties aren't fully satisfied if an end user leaves our conversation without a smile on their face. While any technical support specialist can handle the customer aspect of the job, few have the people skills to do so pleasantly for their customers. In any interaction that I have with a customer, I talk in a calm and boosting manner. If they are upset or mad about a situation, I reflectively listen and never place any blame back on them. By taking this approach, my customer surveys in my current position have been excellent for the three years I've held that role."

      Ryan's Answer #2

      "If hired for this role here at Edgestream, you'll quickly find that my mantra in working with customers is speed with a smile. To do this, I need to be resourceful in providing them with an answer or triaging them to the correct person. I need to be knowledgeable in our product base to give them answers with confidence. And last, but not least, I need to be positive in all interactions with them."

  15. 15.

    What do you feel is one of the top issues that is faced by data engineers today?

      Being in the midst of the greatest technological revolution in the history of man, data engineers face many difficult issues in the work that they perform on a daily basis. While there are many directions that you can go with this question, be sure to focus your answer on something that you can speak passionately about. If you can research a common issue in the industry that Edgestream works in, you may likely score some bonus points with your interviewer.

      Ryan's Answer #1

      "Over the past couple of years, I've come to realize that one of the largest issues we face as data engineers is the large amounts of data that are needed to store and then draw information from. Here at Edgestream, I can only imagine how big of an issue that is in the healthcare industry. I have a lot of experience with cloud based data storage and also server based storage."

      Ryan's Answer #2

      "In my recent experiences, continuous, real-time integration is an issue that we will face each and every day moving forward. The need for fast paced information is certainly to blame for this. To stay on top of the continuous integration landscape, I am happy to hear that new and improved systems are being created to stay more real-time and up to the minute. Here at Edgestream and working in the financial industry, how have you seen this need for real-time data impact your products?"

  16. 16.

    How would you handle a situation where a colleague was being very difficult to work with?

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  17. 17.

    At Edgestream we value organization. Tell us about a time when you were particularly effective on prioritizing tasks and completing a project on schedule.

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  18. 18.

    What is one unique personality trait you possess that would help you be successful in this role with Edgestream?

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  19. 19.

    In your experience in software testing, would you consider yourself proficient in both testing and debugging processes?

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  20. 20.

    How do you stay organized and on track when working on multiple projects or duties at the same time?

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  21. 21.

    What do you consider to be a good litmus test for when you would automate a test process for a new system versus testing manually?

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  22. 22.

    Do you have experience working with different CASE tools? If so, what do you have experience with?

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  23. 23.

    How do you ensure that you have a healthy work-life balance in your career?

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  24. 24.

    What programming languages would you consider yourself fluent in?

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  25. 25.

    What experience do you have in the different types of software maintenance?

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  26. 26.

    In your current work, what are the important steps you take in the data validation process?

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  27. 27.

    If hired for this position here at Edgestream, would you be comfortable handling overall project manager responsibilities for new software development?

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