Technical Co-Founder : AI for Networking / Telecommunication (5G / 6G)

GREEN-DNN; Dresden; Vor Ort; EUR 125.000 - 150.000; Vollzeit

Zusammenfassung

A telecommunications startup in Germany is seeking a networking expert to implement AI models on programmable network nodes in 5G/6G environments. You will define KPIs, realize AI implementations, and design scheduling algorithms. Candidates should possess a Master's or PhD in relevant fields, strong knowledge of the 5G/6G stack, and experience in distributed computing. Presently, this is a non-paid position with an equity share opportunity as the company develops.

Leistungen

Equity share consideration

Qualifikationen

• Based in Germany with valid residency or citizenship.
• Strong understanding of the 5G / 6G stack system.
• Experience in energy efficiency and high-throughput design techniques.

Aufgaben

• Define KPIs for B5G / 6G networks.
• Realize AI model implementations on telecommunication devices.
• Design scheduling and resource allocation algorithms.

Kenntnisse

5G / 6G stack system hierarchy

Distributed computing

Energy efficiency

Orchestration techniques

Fluent in English

Ausbildung

Master's or PhD in Computer Science, Electrical Engineering, or related fields

Tools

DSPs

FPGAs

Custom ASICs

Jobbeschreibung

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 Master's 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.

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.