Data Scientist / Machine Learning Engineer

Company:
Location: 2950 Vedbæk

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Want to be a part of how machine learning is impacting sports?


This is a great opportunity to join a newly established applied data science and machine learning team. The team is responsible for the development and operations of our critical vision, language and analytical machine learning based solutions. We are focused on the practical application of machine learning techniques to deliver product features and solve operational challenges. In collaboration with our cutting edge radar and computer vision based tracking technology, we are building products used by some of the best athletes in the world.


Our team is building machine learning workflows, designing the overall technology solution from data acquisition and readiness, model and technique selection, training and testing through to deployment and day to day operations. Example projects we are working on:

  • Identifying athletes in real time using a combination of video and game data inputs
  • Predicting player movement and possibilities for game strategy and entertainment use cases
  • Determine confidence intervals across a variety of possible play out comes where there is ambiguity

Responsibilities

  • Interfacing with business, operations and other development teams to gather and refine requirements
  • Working with our Data Engineers to acquire and prepare working data sets
  • Perform initial data cleaning, statistical analysis and mining
  • Identify and perform model selection, feature engineering and hyperparameter tuning
  • Develop evaluation approach, what to optimize and overall workflow, run experiments
  • Systems engineering for ML pipeline design and production deployment in compute constrained environments

Your profile

You have hands on experience using data science modelling techniques to answer questions from the business as well as experience setting up and running machine learning pipelines in local and cloud environments. You are comfortable moving between a variety of techniques. Your focus is on the practical outcome and value of the machine learning approach and this informs your modelling development and evaluation process. You understand that there are trade-offs to be made when deploying models in production.


  • A strong educational background in Computer Science, Mathematics or equivalent technical field
  • Experience with data processing, preparation, cleansing and mining
  • Experience with applying data science and machine learning methods, ability to move across a variety of classical unsupervised and supervised approaches as well as newer deep learning techniques
  • Experience planning, deploying and operating production machine learning models to cloud and edge locations
  • Experience in Python, numpy, pandas, scikit-learn among others
  • Experience in SQL

Working in a fast-paced, team-based environment also demands a certain degree of self-planning, as well as the ability to work independently. Your colleagues are highly skilled, innovative and pro-active in their work approach. They possess strong analytical skills, are good communicators in English, and take pride in their job and deliverables. We expect you to be of a similar caliber.


Join the home of a powerful sports brand and a one-of-a-kind technology


Our proprietary technology is based on expert knowledge about radar, computer vision, data and software engineering. Our solutions are developed by specialists who endlessly explore and challenge new technical boundaries. TrackMan’s blend of cutting-edge technology, sports and continued growth make our company an outstanding place to work. Our work culture is entrepreneurial, ambitious and rewarding as you get to collaborate with inspiring colleagues and interact with the leaders of golf, baseball and football. Based on a unique brand reputation, we are proud of working in close partnership with the top athletes, organizations and teams that rely on our technology to stay ahead of the race.


We are a Danish company founded, owned and managed since 2003 by three entrepreneurs with a strong passion for sports. Today, we have a global footprint with our headquarter located in Denmark (Vedbaek) and offices in New York, Phoenix, Poland and Tokyo. We are more than two hundred and fifty people worldwide, half of which work in Denmark where most hardware and software products are developed, tested and manufactured.


Where innovation happens

At TrackMan, we know that great people make great products. We believe that teams thrive and innovation sparks in an atmosphere where people are encouraged to think for themselves, where everybody’s voices are heard, and where the best ideas prevail in the pursuit of the exceptional solution. This mix is what makes TrackMan an inspiring company – for our customers and our colleagues.


Share our Passion!

For additional information about the position, please contact HR Manager Lea M. Nielsen at +45 2565 7503. Applications are continuously assessed, so please send your application as soon as possible. If you got what is takes, apply today and join a company with great technologies, passionate colleagues, and great opportunities to grow.

*** Mention DataYoshi when applying ***

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