Information Technology

Information Technology : Masterand (m/f/d) - Development and Training of a Machine Learning Model for Layer 2 Data of 5G and 4G


Your Rohde & Schwarz recruiting team is looking forward to receiving your application.

München (Deutschland)
Abschlussarbeiter*innen (Diplom / Master / Bachelor)
Employment Type
Vollzeit, befristet
Ref. Nummer
Join our Software Mobile Network Testing Division in München (Germany) at the earliest possible date.

Your tasks

  • Conduct a literature review on existing machine learning techniques for analyzing Layer 2 data in 5G and 4G networks
  • Establish the contact to our AI department
  • Help to develop and implement a machine learning model for detecting problem spots based on Layer 2 messages
  • Assist to train the machine learning model using large datasets of Layer 2 messages from 5G and 4G networks
  • Help to evaluate the performance of the machine learning model and optimize it for accuracy and speed
  • Collaborate with internal stakeholders to ensure the machine learning model meets business requirements and is integrated into existing systems
  • Document the development and training process, including any challenges encountered and solutions implemented
  • Present the results of the project in a final thesis and a presentation to the team

Exciting insights into Rohde & Schwarz

Our colleagues provide insider information about:

  • Daily adventures and challenges
  • Our passionate team
  • The technologies behind the innovative projects and solutions

Your qualifications

  • Enrolled masterstudent in Computer Science, Electrical Engineering, or a related field
  • Strong knowledge of machine learning techniques and algorithms
  • Experience with programming languages such as Python, C#, or C++
  • Familiarity with network protocols, particularly 5G and 4G
  • Strong analytical and problem-solving skills
  • Excellent communication and teamwork skills
  • Ability to work independently and manage time effectively


We are looking forward to receiving your application! If you have any questions, please feel free to contact your recruiting contact at any time.

We place great importance on equal opportunities. We look forward to receiving your application regardless of gender, nationality, ethnic and social origin, religion, ideology, disability, age as well as sexual orientation and identity.

Reference number: 8749
Recruiting contact: Anne Altmann
Rohde & Schwarz is a global technology company with approximately 14,000 employees and three divisions: Test & Measurement, Technology Systems and Networks & Cybersecurity. For 90 years, the company has been developing cutting-edge technology, pushing the boundaries of what is technically possible and enabling customers from various sectors such as business, government and public authorities to maintain their technological sovereignty. Headquartered in Munich, Germany, the company has strong regional hubs in Singapore and Columbia, Maryland to coordinate business activities in Asia and the USA.

Our offer

  • Opportunities to work from home

    Opportunities to work from home

  • Flexible working hour models

    Flexible working hour models

  • Attractive compensation

    Attractive compensation

  • Training & continuing education

    Training & continuing education

  • Parking spaces

    Parking spaces

  • Occupational pension scheme

    Occupational pension scheme

  • Privately owned company

    Privately owned company

  • Health care

    Health care

  • 30 days of vacation

    30 days of vacation

  • Company doctor

    Company doctor

  • Family services

    Family services

  • Promoting innovation

    Promoting innovation

  • Marriage and birth benefit

    Marriage and birth benefit

  • Long-term & attractive work environment

    Long-term & attractive work environment

  • Special payments

    Special payments

More information

who we are

Who we are