Data Science Team Lead for Intelligent Mobility Solutions
hace 3 semanas
Kapsch Trafficcom Transportation Sa. is one of Austria's most successful global technology companies, founded in 1892 and headquartered in Vienna. With a comprehensive ITS portfolio, we address present and future challenges with intelligent mobility solutions in various application areas.
We are seeking an experienced Senior Machine Learning Engineer to lead data-related initiatives and serve as a technical expert for the team. If you have a strong background in information technology, specifically in ML and DL related to Data Science/Engineering, we invite you to apply for this role and grow with us.
Your Responsibilities:- You design and build ML services that power our data products, enabling data-driven decisions to enhance traffic safety and prediction accuracy.
- You develop, train, and test ML models to perform information retrieval and forecast analysis for the mobility and traffic data domain.
- You utilize large datasets to develop algorithms capable of learning and making predictions.
- You analyze use cases of ML algorithms, rank them by success probability, and apply the outcome to support business decisions.
- You enrich existing ML frameworks and libraries.
- You productize training models and package them into independent software services.
- You continuously improve deployed models by applying state-of-the-art techniques and code/data quality; you automate what is not.
- You contribute to software development in close collaboration with the team.
- Bachelor's Degree/Master's Degree/PhD in Computer Science, Maths, Physics, or related.
- At least 7 years of experience in a data-related field with a focus on productizing AI solutions.
- Solid knowledge of Machine Learning and Deep Learning, with experience in building machine learning train and release pipelines.
- Experience with probabilistic models and classification models.
- Hands-on experience with tools like TensorFlow, Keras, XGBoost, Scikit-learn, PyTorch, AutoML.
- Solid experience with Python.
- Knowledge of SCRUM/SAFe methodology.
- Experience with cloud technologies.
- Analytical mindset and solution-driven personality.
- You practice and live the agile mindset.
- Good oral and written English.
- A market-compliant gross salary (approximately €90,000 - €110,000 per year) based on your qualifications and job experience.
- A permanent role with a hybrid working model (3 days of remote work/week).
- 30 business days of annual leave.
- A flexible remuneration plan: transport card, restaurant card, private medical care, etc.
- A challenging position where you can make a meaningful impact on shaping the future of mobility for a healthy world without congestion.
- A hands-on onboarding with an experienced team in an international working environment.
- Ongoing professional education and training measures.
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