As of having worked at Auto IT four years prior to this job and having begun to have notable educational background in various computer disciplines, I was with a fellow student worker hired to begin the appli-cation of statistical machine learning to value used automobiles based on historical data from the company’s online car sales portal Biltorvet.dk. Even though I didn't have much experience in machine learning at the time, I took on the challenge with great enthusiasm. The project have… Show more As of having worked at Auto IT four years prior to this job and having begun to have notable educational background in various computer disciplines, I was with a fellow student worker hired to begin the appli-cation of statistical machine learning to value used automobiles based on historical data from the company’s online car sales portal Biltorvet.dk. Even though I didn't have much experience in machine learning at the time, I took on the challenge with great enthusiasm. The project have evolved to include not only machine learning implementations in Python, but also intense data management in SQL serv-ers, web service interfaces with Docker, Python, and Windows Servers, model fitting in C++, and application interface abstraction in C#, in all of which I have played a key part of the development. With our studies in the course of prices of second hand automobiles, the company has ventured into automobile price estimation as a business case, and the company recently was appointed to develop a new automobile price estimation engine for the Danish Motor Authority to be used when determining the cost of registration of imported cars in Denmark. I personally formulated part of the description of the intended system when we applied for the task. I have from this job gained extensive knowledge in organizational software systems, application programming, data management and database programming, web programming, statistical machine learning, and statistical data analysis, as well as experience in working on research and development tasks that are not completely defined from the beginning. I also have learned how to take on an administrative role for the small team consisting of my colleague and I, how to be selfmanaging, and how to take initiative for my own tasks. Show less

I here had my first experiences with a corporate job. My main respon-sibilities was filling in weekly datasets in Microsoft Excel, and I got an introduction to the workflow of the Auto IT data division.

I here gained direct experience with teaching and passing my knowledge. I had to be able to prepare the course of the exercise sessions and have in-depth knowledge about the subjects.