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Machine Learning Engineer (m/w/d). Job in Bonn Move Collective Jobs
WetterOnline
Bonn · Hybrid 1w ago
About the role
About
WetterOnline is a company with around 160 employees worldwide, dedicated to providing precise weather forecasts and fostering a positive work environment. As a Machine Learning Engineer (w/m/d), you will utilize your expertise to apply ML methods in object recognition, image generation, and segmentation of various weather data. We offer opportunities at our four locations (Bonn, Bornheim, Coventry, Miami) or remotely, depending on the agreement.
Who You Are
- You are interested in applying ML methods to analyze and process weather data using Python, PyTorch, NumPy, and OpenCV.
- You want to contribute to improving the visualization of radar and satellite data using neural networks.
- You wish to leverage your expert knowledge in Machine Learning to drive projects forward with us.
- You are comfortable with the analysis and processing of large datasets.
Requirements
- A successfully completed degree in Computer Science, Physics, Mathematics, or a comparable field of study.
- Solid programming skills in Python and experience in high-performance processing of large datasets.
- Experience in designing and training ML models, particularly in the area of Computer Vision.
- Understanding of physical relationships and an interest in their data-based modeling.
- Ideally, basic knowledge of C++ and initial experience in High-Performance Computing.
Development Environment
- Operating System: Ubuntu Linux with its own build system
- Development Environment: Jupyter Notebook / JupyterLab, VSCode
- Technologies / Frameworks: Python, PyTorch, NumPy, OpenCV, C++, OpenMP
- Versioning: Git/Gitlab
Responsibilities
- Applying ML methods to analyze and process weather data.
- Improving the visualization of radar and satellite data using neural networks.
- Contributing to object recognition, image generation, and segmentation of weather data.
What We Offer
- Interdisciplinary Collaboration: Contribute to cross-functional projects and work closely with colleagues from development, product, marketing, and other teams.
- Innovation and Design Freedom: Bring in new ideas and actively shape modern technologies.
- Flexibility and Work-Life Balance: Whether in the office, remote, or hybrid, we ensure your job aligns with your daily life, needs, and life stage.
- Additional Benefits: We offer various options to shape your workday according to your needs, from flexible working time models to health care.
Contact
For questions, feel free to connect with us:
- Mejgan Baumann - People & Business Partner
- Marie Rentschler - People & Business Partner
- Romina Maier - People & Business Partner
Apply Now
Requirements
- Ein erfolgreich abgeschlossenes Studium in Informatik, Physik, Mathematik oder in einem vergleichbaren Studiengang.
- Fundierte Programmierkenntnisse in Python sowie Erfahrung in der performanten Verarbeitung großer Datenmengen.
- Erfahrung im Design und Training von ML-Modellen, insbesondere aus dem Bereich Computer Vision.
- Verständnis physikalischer Zusammenhänge und Interesse an deren datenbasierter Modellierung.
Responsibilities
- Sorgst mit deinem Know-how für den zielgerichteten Einsatz ML-Verfahren in der Objekterkennung, Bilderzeugung und -segmentierung von diversen Wetterdaten.
Benefits
Gesundheitsvorsorge
Skills
C++GitGitlabJupyterLabJupyter NotebookNumPyOpenCVOpenMPPyTorchPythonUbuntu LinuxVSCode
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