Scientist Machine Learning for Optical Network - Berlin, Deutschland - Fraunhofer-Gesellschaft

Fraunhofer-Gesellschaft

Geprüftes Unternehmen

Berlin, Deutschland

vor 3 Wochen

Geschrieben von:

Lena Wagner

beBee Recruiter

Beschreibung

Be a part of our highly motivated and international research team and go on an innovation journey with us

What you will do

Research and development in the field of optical communications and communication networks
Automation of optical access networks in conjunction with metro transport networks
Design, development, and experimental validation of machine learning pipelines together with advanced telemetry streaming workflows
Research on privacypreserving machine learning algorithms
Development of network APPs for autonomous monitoring and maintenance of optical communication networks
Presentation of R&D results in the form of project reports, presentations, and journal articles

What you bring to the table

University degree / master studies in the field of communications engineering, computer science, or related fields
Excellent background in machine learning and handson experience with various libraries
Excellent programming skills in Python
Background in IP and optical networking technologies (switches and routers)
Experience with databases and cloud technologies (Docker, Kubernetes)

The following knowledge is an advantage:

Experience with network programmability and protocols (e.g. NETCONF, gRPC, gNMI)
Experience with SDN controllers and network orchestrators
Experience with Apache Kafka, Influx, Grafana

What you can expect

Attractive salary package according to TvöD with 30 vacation days, pension scheme (VBL), wealth creation benefits (VWL)
Modern and excellently equipped workspace in central location
Great and cooperative working atmosphere in an international team
Flexible working hours
Support, if you wish to do a doctorate
Opportunities to work from home
Extensive training, health

- and sports offers

Various employee discounts and discounted BVG ticket
Offers for families (parentchild office, emergency care, leisure activities, etc.)

The position is initially limited to 2 years. An extension is explicitly desired.

With its focus on developing key technologies that are vital for the future and enabling the commercial utilization of this work by business and industry, Fraunhofer plays a central role in the innovation process.

As a pioneer and catalyst for groundbreaking developments and scientific excellence, Fraunhofer helps shape society now and in the future.

Dr.
Ing. Johannes Fischer

Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute HHI

Requisition Number: 62230
Application Deadline: 03/31/2023