Job
- Level
- Junior
- Job Field
- Data
- Employment Type
- Full Time
- Contract Type
- Permanent employment
- Location
- Leipzig
- Working Model
- Onsite
Job Summary
In this role, you will develop machine learning models for classifying network traffic, oversee the entire ML lifecycle, and actively participate in team projects and knowledge sharing.
Job Technologies
Your role in the team
- You implement research-oriented projects in the field of network traffic analysis.
- You design and develop machine learning models for network traffic classification.
- You are responsible for the entire ML lifecycle, from data preparation to deployment.
- You mentor and supervise team members as well as working students.
- You actively participate in knowledge sharing within the team.
- You occasionally present research findings at conferences and to clients.
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Our expectations of you
Education
- You have a completed master's degree or a PhD in Computer Science, Data Science, or a related field such as Statistics, Mathematics, Physics, or Engineering.
- You have initial experience in Data Science with a focus on network data from your studies and are at the beginning of your professional career in this field.
Qualifications
- You have basic networking knowledge, are familiar with tools like Metaflow or MLFlow, as well as Linux, Git, VS Code, and Jupyter Notebooks.
- You convince with teamwork, communication skills, independence, and analytical thinking.
- Fluent German and English skills in spoken and written form complete your profile.
Experience
- You are familiar with machine learning algorithms (supervised, unsupervised, reinforcement learning, especially XGBoost), confident in Python including popular libraries such as NumPy, Pandas, Scikit-learn, TensorFlow, and PyTorch, and have experience with Docker, Kubernetes, as well as cloud storage like S3.
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What we offer
- We look forward to your application! The best way is online via the application portal.
- If you have any questions, our chatbot Paul and the recruiting team are always happy to assist.
- At Rohde & Schwarz, we promote equal opportunities and welcome applications from people with and without disabilities.
- We offer an inclusive working environment where everyone can develop their skills and talents, regardless of gender, nationality, ethnicity and social background, religion, worldview, age, sexual orientation, identity, and other characteristics.
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Benefits
Health, Fitness & Fun
Work-Life-Integration
Higher Take-Home Pay
Topics You Will Work On
Job Locations
About Your Employer
ROHDE & SCHWARZ GmbH & Co. KG
Rohde & Schwarz entwickelt, produziert und vermarktet innovative Produkte der Messtechnik, Broadcast- und Medientechnik, Cybersicherheit, Sichere Kommunikation sowie Monitoring und Network Testing. Vor 85 Jahren gegründet, unterhält das Unternehmen ein Vertriebs- und Servicenetz in mehr als 70 Ländern.
Description
- Company Size
- 250+ Employees
- Company Type
- Established Company
- Working Model
- Hybrid, Onsite
- Industry
- Industry, Production
Employer reviews
by devworkplaces.com
Total
(1 Review)3.2
Workingconditions
3.8Culture
3.5Engineering
2.6Career Growth
3.2
Junior Data Scientist
- Location
- Leipzig
- Working Model
- Onsite
- Diversity
- Open for all genders
