drjobs Technical Co-Founder AI for NetworkingTelecommunication (5G6G)

Technical Co-Founder AI for NetworkingTelecommunication (5G6G)

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Job Location drjobs

Dresden - Germany

Monthly Salary drjobs

Not Disclosed

drjobs

Salary Not Disclosed

Vacancy

1 Vacancy

Job Description

Looking for a telecommunication/networking expert to help us implement the inference of AI models on programmable network nodes in different 5G/6G network settings: The workload for the target AI application will need to be distributed on a group of networking nodes (e.g. switches SmartNICs base stations) having heterogeneous hardware architecture.

Tasks

  • Define the industrial constraints on B5G/6G KPIs such as latency resource footprint bandwidth and for different types of evolutionized networks related to RAN WAN LAN MEC etc.
  • Help to realize the customized implementation of AI models on a distributed group of heterogeneous hardware of telecommunication devices (e.g. switches SmartNICs base stations).
  • Adjust aforementioned customized implementations for different networking protocols (e.g. IPv6 Ethernet TSN HTTP etc).
  • Help to design scalable scheduling orchestration and dynamic resource allocation algorithms required to integrate aforementioned distributed AI implementations in various network settings.
  • Lead the technical validation and prototyping with early adopters.
  • Collaborate on grant writing product roadmap and tech strategy.
  • Hire and mentor future engineers and researchers as the team grows.

Requirements

  • Based in Germany with a valid Niederlassungserlaubnis or German citizenship.
  • A Masters or PhD in Computer Science Electrical Engineering or related fields in telecommunication and networking.
  • Strong understanding of the 5G/6G stack system hierarchy from radio access to packet processing.
  • Experience with energy efficiency sustainability high-throughput and other impactful design techniques and goals.
  • Experience with distributed computing and orchestration techniques in the edge-to-cloud network settings.
  • Proven ability to build systems end-to-end: from prototype to deployable demo.
  • Fluent in English; German is a bonus.
  • A basic background in the following fields:

Machine Learning:

  • Structure of DNNs LLMs or other AI models for embedded / edge devices.
  • Quantization pruning knowledge distillation or other optimization techniques for ML.

Hardware Design:

  • Design and synthesis of AI accelerators for FPGAs or custom ASICs.
  • Circuit-level optimization High-Level Synthesis (HLS) or RTL design experience.

Benefits

Non-paid job at the moment equity share at the time of founding the company is considered.

Employment Type

Freelance

Company Industry

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