Bosch Group
Internship in Manufacturing Technology(m/w/x)
VollzeitPraktikummit Homeoffice
Wernau (Neckar)
Neuer Job?Nejo!
Dein persönlicher KI-Karriere-Agent
BOBosch Group
Internship Machine Learning & Predictive Analytics for Heat Pump(m/w/x)
Wernau (Neckar)
VollzeitPraktikummit Homeoffice
AI/ML
Data Science
Nejo KI-Zusammenfassung
Analyzing historical heat pump data for patterns and anomalies. Machine learning expertise with Python and Scikit-learn required. Hybrid model with mobile working available.
Anforderungen
- Master studies in Data Science, Machine Learning, Statistics, Computer Science, Mathematics, or comparable
- In-depth knowledge of machine learning (supervised learning, model evaluation, cross-validation, hyperparameter tuning, algorithm application)
- Solid understanding of feature engineering principles (feature extraction, selection, correlation analysis, handling imbalanced/noisy data)
- Proficient in Python with Pandas, NumPy, Scikit-learn, Matplotlib/Seaborn
- Strong foundation in statistics and data preprocessing
- Experience with Databricks, PySpark, MLflow, or time-series analysis concepts is a plus
- Familiarity with MLflow or time-series analysis concepts is an advantage
- Self-driven and curious individual
- Capable of independently exploring data, formulating hypotheses, and iterating solutions
- Structured and rigorous analytical mindset
- Skilled at clearly explaining complex findings to non-technical colleagues
- Passion for applying machine learning to real-world product data
- Enrollment at university
- Attach CV, transcript of records, enrollment certificate, examination regulations
- Valid work and residence permit if indicated
Aufgaben
- Analyze historical data for patterns
- Uncover correlations in data
- Identify anomalies in data
- Design new features from raw data
- Evaluate new features from raw data
- Perform correlation analysis
- Perform relevance analysis
- Identify key predictive indicators
- Develop machine learning models on Databricks
- Evaluate machine learning models on Databricks
- Enable early detection of product issues
- Enable proactive reliability improvement
- Present findings through visualizations
- Present model results through dashboards
- Support engineering decision-making
Ausbildung
- Laufendes Studium
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- Pandas
- NumPy
- Scikit-learn
- Matplotlib
- Seaborn
- Databricks
- PySpark
- MLflow
Benefits
Flexibles Arbeiten
- Hybrid model
- Mobile working available
Die Originalanzeige dieses Stellenangebotes in der aktuellsten Version findest du hier. Nejo hat diesen Job automatisch von der Website des Unternehmens Bosch Group erfasst und die Informationen auf Nejo mit Hilfe von KI für dich aufbereitet. Trotz sorgfältiger Analyse können einzelne Informationen unvollständig oder ungenau sein. Bitte prüfe immer alle Angaben in der Originalanzeige! Inhalte und Urheberrechte der Originalanzeige liegen beim ausschreibenden Unternehmen.
Noch nicht perfekt?
- Bosch Group
Pflichtpraktikum in der Entwicklung kommerzieller Wärmepumpen(m/w/x)
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Mandatory Internship Product Launch(m/w/x)
VollzeitPraktikummit HomeofficeLeinfelden-Echterdingen
BOBosch Group
Internship Machine Learning & Predictive Analytics for Heat Pump(m/w/x)
Wernau (Neckar)
VollzeitPraktikummit Homeoffice
AI/ML
Data Science
Nejo KI-Zusammenfassung
Analyzing historical heat pump data for patterns and anomalies. Machine learning expertise with Python and Scikit-learn required. Hybrid model with mobile working available.
Anforderungen
- Master studies in Data Science, Machine Learning, Statistics, Computer Science, Mathematics, or comparable
- In-depth knowledge of machine learning (supervised learning, model evaluation, cross-validation, hyperparameter tuning, algorithm application)
- Solid understanding of feature engineering principles (feature extraction, selection, correlation analysis, handling imbalanced/noisy data)
- Proficient in Python with Pandas, NumPy, Scikit-learn, Matplotlib/Seaborn
- Strong foundation in statistics and data preprocessing
- Experience with Databricks, PySpark, MLflow, or time-series analysis concepts is a plus
- Familiarity with MLflow or time-series analysis concepts is an advantage
- Self-driven and curious individual
- Capable of independently exploring data, formulating hypotheses, and iterating solutions
- Structured and rigorous analytical mindset
- Skilled at clearly explaining complex findings to non-technical colleagues
- Passion for applying machine learning to real-world product data
- Enrollment at university
- Attach CV, transcript of records, enrollment certificate, examination regulations
- Valid work and residence permit if indicated
Aufgaben
- Analyze historical data for patterns
- Uncover correlations in data
- Identify anomalies in data
- Design new features from raw data
- Evaluate new features from raw data
- Perform correlation analysis
- Perform relevance analysis
- Identify key predictive indicators
- Develop machine learning models on Databricks
- Evaluate machine learning models on Databricks
- Enable early detection of product issues
- Enable proactive reliability improvement
- Present findings through visualizations
- Present model results through dashboards
- Support engineering decision-making
Ausbildung
- Laufendes Studium
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- Pandas
- NumPy
- Scikit-learn
- Matplotlib
- Seaborn
- Databricks
- PySpark
- MLflow
Benefits
Flexibles Arbeiten
- Hybrid model
- Mobile working available
Die Originalanzeige dieses Stellenangebotes in der aktuellsten Version findest du hier. Nejo hat diesen Job automatisch von der Website des Unternehmens Bosch Group erfasst und die Informationen auf Nejo mit Hilfe von KI für dich aufbereitet. Trotz sorgfältiger Analyse können einzelne Informationen unvollständig oder ungenau sein. Bitte prüfe immer alle Angaben in der Originalanzeige! Inhalte und Urheberrechte der Originalanzeige liegen beim ausschreibenden Unternehmen.
Über das Unternehmen
Bosch Group
Branche
Manufacturing
Beschreibung
Das Unternehmen entwickelt hochwertige Technologien und Dienstleistungen, die das Leben der Menschen verbessern.
Noch nicht perfekt?
- Bosch Group
Internship in Manufacturing Technology(m/w/x)
VollzeitPraktikummit HomeofficeWernau (Neckar) - Bosch Group
Pflichtpraktikum in der Entwicklung kommerzieller Wärmepumpen(m/w/x)
VollzeitPraktikummit HomeofficeWernau (Neckar) - Bosch Group
Praktikum im Bereich Fertigungsstrategie(m/w/x)
VollzeitPraktikummit HomeofficeWernau (Neckar) - Bosch Group
Internship International Product Management(m/w/x)
VollzeitPraktikummit HomeofficeLeinfelden-Echterdingen - Bosch Group
Mandatory Internship Product Launch(m/w/x)
VollzeitPraktikummit HomeofficeLeinfelden-Echterdingen