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Bosch Home Comfort

Makes heating, cooling and hot-water equipment

Masterarbeit

Applied Machine LearningConfirmed live in the last 24 hours
InternshipRenningen, GermanyNo salary listed

About the Job

Requirements

  • You must be enrolled in a master's program in Data Science, Computer Science, Mathematics, Mechatronics, Physics, or a related engineering or natural sciences program, with very good academic performance and advanced progress in your studies.
  • You must have a strong understanding of and practical experience in data preprocessing and data analysis.
  • You must have solid prior knowledge applying time-series-based deep-learning models, such as PyTorch and Scikit-learn, and Sequence-to-Sequence approaches.
  • You must have initial experience with Explainable Artificial Intelligence, such as SHAP and LIME.
  • You must have very good programming skills in Python.
  • Knowledge of C and C++ is advantageous.
  • You must be enrolled at a university for the thesis.
  • You must be proficient in German and English for professional negotiations.

Responsibilities

  • Prepare, clean, and structure empirical measurement data from real motorcycle test rides and validate developed models using these data.
  • Design and implement time-series-based deep-learning approaches for pattern recognition and state estimation, focusing on Sequence-to-Sequence approaches.
  • Evaluate the explainability and interpretability of the developed deep-learning models using selected methods.
  • Apply the thesis work in practical research supporting future motorcycle safety and driver-assistance systems.

Desired Qualifications

  • Knowledge of C and C++ is advantageous.

About the Company

Bosch Home Comfort

Makes heating, cooling and hot-water equipment

Bosch Home Comfort makes heating, cooling and hot-water equipment for homes, commercial buildings and industrial users. Its portfolio combines electric heat pumps with gas-fired boilers and hybrid systems, giving customers different ways to control building temperatures and supply hot water. The business sells equipment through its brands' sales networks, with products adapted to regional building needs and energy requirements. Its inverter-driven heat pumps adjust compressor output to match demand rather than running constantly at full power. The Bosch business unit was formed through the merger of Bosch and Buderus heating activities in 2004 and is headquartered in Wetzlar, Germany.

Company size
10,001+
Company stage
Not listed
Total funding
Not listed
Headquarters
Wetzlar, Germany
Founded
2004

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