Machine Learning Engineer
hace 3 días
Machine Learning Engineer Job Description
**About Kapsch Trafficcom Transportation Sa.**
Kapsch Trafficcom Transportation Sa. is a leading global technology company that has been addressing the challenges of the present and the future with intelligent mobility solutions in a wide range of application areas. With its comprehensive ITS portfolio, the company is a family-owned business founded in 1892 and headquartered in Vienna, Austria.
**Job Summary**
We are looking for a 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 develop software services to power data products
* Develop, train, and test ML models to perform information retrieval and forecast analysis for mobility and traffic data domain
* 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, automating where possible
**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
* Good oral and written English
**Nice to Have**
* Knowledge of time series, geo-data, data version control
* Experience with Tensorflow, Airflow, Streamlit, Jupyter
* Practical knowledge of CI/CD tools
**What We Offer**
* An interesting full-time position within a globally renowned family-owned company
* An international working environment
**How to Apply**
If you are a motivated and skilled Machine Learning Engineer looking for a new challenge, please submit your resume in English.
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