Senior Engineer Advanced Technology (M/F/D)
Core
Senior Engineer on a PhD track focusing on advanced technology projects, specifically system design and network control for next-generation networks using machine learning and self-organizing behavior.
Role type
Senior Engineer (PhD track)
Builds
Machine learning models and theoretical frameworks for optical communication systems and network management solutions.
Domain
Telecommunications, Optical Communications, Network Engineering, Machine Learning
Deliverable
production ML models
Required skills
Machine Learning, Optical Communications, Network Design, System Design, Big Data Technologies, Interface Programming, SDN/NFV, Applied Statistics, Information Theory, Algorithm Design
Preferred skills
Feature Engineering, Importance Sampling, Benchmarking
Technologies
Hadoop, Scala, Spark, Java, R, Python
Responsibilities
Develop theoretical models and implement/benchmark on real network data; propose ML approaches for optical communication tradeoffs; integrate frameworks into network design solutions; lead internal R&D subprojects; analyze third-party solutions.
Seniority
Senior, hands-on IC with PhD track focus
