Machine Learning Engineer for RF Signal Analysis (m/w/d) – AI-Powered UAV Signal Detection & Blocking

Festanstellung, Vollzeit · Munich (DEU), Remote, Bochum (DEU), Lviv (UKR), Munich Hybrid, Different Hubs all over Europe, Berlin, Bordeaux, Toulouse, Warschau, Paris

Your mission

Develop deep learning models for RF pattern recognition, enabling early detection and classification of UAV control signals
Design AI-driven spectrum monitoring systems to identify covert UAV communication, jamming attempts, and RF anomalies
Implement real-time signal processing pipelines for automated UAV signal interception and disruption
Optimize deep neural networks (CNNs, RNNs, Transformers, GANs) for waveform classification and signal anomaly detection
Develop adaptive countermeasure algorithms to jam, spoof, or neutralize UAV control signals in real time
Integrate AI-powered RF analytics into software-defined radio (SDR) platforms (e.g., Ettus USRP, BladeRF, HackRF)
Conduct simulation-based (GNU Radio, MATLAB) and real-world field testing to validate ML-based RF signal detection
Ensure compliance with defense and cybersecurity standards (MIL-STD, ITAR, NATO STANAGs, FCC, NIST 800-171, CMMC)

Your profile

5+ years experience in machine learning, RF signal processing, or electronic warfare (EW)
Expertise in deep learning-based RF spectrum analysis and UAV communication detection
Proficiency in Python, C++, TensorFlow/PyTorch, GNU Radio, and RF signal processing tools
Strong understanding of RF communication protocols, UAV telemetry, and adversarial AI defense strategies
Experience with real-time low-SNR signal detection, Bayesian inference, and reinforcement learning for RF optimization

Nice to have

Experience in military SIGINT, UAV signal intelligence, and AI-driven electronic warfare (EW)
Background in RF fingerprinting, low-probability-of-intercept (LPI) detection, and spectrum dominance strategies
Knowledge of quantum-enhanced RF analysis and AI-powered adversarial spoofing defense

Why us?

Join us to shape the future of AI-driven defense!

Do you feel that you fit the description, but don't think you fulfill all the criteria 100%? Apply to us anyway. 
We look forward to receiving your detailed application via our online form. 

The world is changing. Exponential technologies are enabling new types of security threats. We are committed to staying ahead by building nimble, scalable, and cost-effective defences. We are looking for passionate developers who are eager to create exceptional products, safeguard our freedom, and strengthen the resilience of democracies.

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About us

We are a defence-tech start-up specializing in machine vision solutions. If you have a passion for cutting-edge innovation, and drive to use your skills to create next generation solutions, this is an opportunity for you!

What We Do: We are developing solutions that enable computers and sensors to collaborate as teams, working together to address emerging security challenges. Our primary mission is to defend against AI-powered asymmetric threats at scale, such as drone swarms and other UXVs.

Who We Are: Based in Munich, Berlin and Bochum we are rapidly expanding across Europe with plans to open more office hubs soon. We embrace a hybrid work culture—valuing the collaboration that happens in the office, while also empowering our team members to work remotely with responsibility and autonomy.

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Wir freuen uns auf Sie!

Wir freuen uns über Ihr Interesse an der Demo Daten GmbH. Bitte füllen Sie das folgende kurze Formular aus. Sollten Sie Schwierigkeiten mit dem Upload Ihrer Daten haben, wende Sie sich gerne per Email an demodaten@demo.de.