GREEN-DNN: Technical Co-Founder (ML Optimization on Heterogeneous Networking Hardware): AI for 5G/6G Infrastructure - #2105962

GREEN-DNN is looking for a Technical Co-Founder (ML Optimization on Heterogeneous Networking Hardware): AI for 5G/6G Infrastructure

• Co-develop the core architecture for distributed AI inference on programmable network nodes (switches, SmartNICs, heterogeneous HW accelerators in base stations).


• Design and optimize AI models (DNNs, LLMs, etc.) for low-latency, resource-constrained and energy-efficient execution.


• Lead the hardware/software co-design of custom AI accelerators targeting reconfigurable architectures (FPGAs, etc.).


• Contribute to synthesis, optimization, and deployment of AI accelerators.


• Design scalable scheduling, orchestration, and dynamic resource allocation algorithms for distributed and edge AI execution.


• Understand and integrate with 5G/6G telecommunication architectures and protocols (RAN, core, MEC, etc.).


• 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.

• Based in Germany, with a valid Niederlassungserlaubnis or German citizenship.


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


• Proven ability to build systems end-to-end: from prototype to deployable demo.


• Interest in energy efficiency, sustainability, and impactful technology.


• Fluent in English; German is a bonus.


• Strong background in at least two of the following domains (and basic understanding of all three):

Machine Learning (SW side):

• Optimizing DNNs, LLMs, or other AI models for embedded / edge devices.


• Quantization, pruning, knowledge distillation, or other optimziation methods.

Hardware Design:

• Designing and synthesizing AI accelerators for FPGAs or custom ASICs.


• Circuit-level optimization, High-Level Synthesis (HLS), or RTL design experience.

Networking / Telecommunication:

• Understanding of the 5G/6G stack, from radio access to packet processing.


• Experience in distributed computing frameworks and edge/cloud orchestration.

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