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About Kapsch TrafficCom Transportation Sa.
Kapsch TrafficCom Transportation Sa. is a leading provider of smart solutions for the transportation industry. Our mission is to make mobility safer, more sustainable, and efficient for everyone.
Job Summary
We are seeking a highly skilled Machine Learning Engineer to join our international team. As a Machine Learning Engineer, you will design and build software services to power our data products, enabling data-driven decisions to improve traffic safety and prediction accuracy.
Responsibilities
- Design and build software services to power our data products, enabling data-driven decisions to improve traffic safety and prediction accuracy.
- Develop, train, and test ML models to perform information retrieval and forecast analysis for mobility and traffic data domain.
- Using large data-sets to develop algorithms capable of learning and eventually making predictions.
- Analyze use cases of ML algorithms, ranking by success probability and applying the outcome to support business decisions.
- Enrich existing ML frameworks and libraries.
- Productize training models and package them into independent software services.
- Continuously improve deployed models by applying state-of-the-art techniques as well as code and data set quality, you are automating what is not.
- Contribution to software development in close collaboration with the team.
Requirements
- Bachelor/Master Degree in Software Engineering or equivalent practical experience.
- Work experience in product development of ML related software solutions.
- Solid understanding of ML algorithms, proficient in math and statistics.
- Proficient experience with programming languages and data tools.
- Hands-on with Python, Java, Gitlab/Github, Cloud Computing.
- Experience in building up machine learning train and release pipelines.
- Analytical mindset and solution driven personality.
- You practice and live the agile mindset.
- Good oral and written English.
- Desirable: knowledge of time series, geo-data, data version control. Experience with Tensorflow, Airflow, Streamlit, Jupyter. Practical knowledge of CI/CD tools.
About You
We are looking for a highly skilled Machine Learning Engineer who is passionate about developing innovative solutions for the transportation industry. If you have a solid understanding of ML algorithms and are proficient in math and statistics, we encourage you to apply.
