AI Researcher Radio Signal Processing & Recognition, Limassol, Cyprus
Job Summary
We are looking for an experienced AI Researcher to join our clients research team working in the field of intelligent radio signal processing and recognition at their offices in Limassol Cyprus.
In this role you will develop and research state-of-the-art machine learning methods to automatically capture classify and interpret radio and high-frequency (RF) signals. You will work at the intersection of signal processing deep neural networks and wireless communication playing a key role in deriving reliable insights from complex and noisy signal data.
Important note: Only applications from EU nationals who hold a valid working permit in Cyprus can be considered. While a hybrid working scheme for eligible positions is available all employees must be based in Cyprus. New joiners are required to work onsite from the Limassol office for the first 36 months for training and team-building purposes.
Our client is a subsidiary of a powerful network of high-tech companies and one of the leading international providers of high-quality communications intelligence systems. With nearly 70 years of industry experience the group provides customers with innovative systems and products that help make the world a safer place.
- Develop train and evaluate deep learning models (CNNs RNNs Transformers) for the detection classification and characterisation of radio signals including modulation and emitter detection
- Process and analyse IQ data spectrograms and other RF representations using both classical DSP and data-driven methods
- Research signal detection in challenging conditions including low SNR overlapping signals broadband spectrum sensing and resource-constrained environments
- Build curate and augment training datasets including synthetic signal generation and domain adaptation techniques
- Prototype and validate algorithms on software-defined radio (SDR) platforms and related frameworks
- Collaborate closely with colleagues in signal processing software development and systems engineering to translate research into practical solutions
- Document findings in internal technical reports
- Monitor current research trends and evaluate their relevance to your areas of work
- A Masters or PhD in Electrical Engineering Communications Engineering Computer Science Physics Applied Mathematics or a related field
- In-depth knowledge of machine learning and deep learning demonstrated through projects publications or practical experience
- Solid understanding of digital signal processing (Fourier analysis filtering sampling modulation techniques)
- Excellent programming skills in Python and proficiency with a common deep learning framework such as PyTorch
- Experience working with large noisy or unstructured datasets
- Analytical thinking scientific rigour and the ability to independently address research questions
- Fluent spoken and written English
- Attractive remuneration package
- Working alongside great colleagues in a growing team
- An exciting and motivating work environment
- Hybrid working scheme
- A position in a company with strong growth potential
- The stability of belonging to an established international group
- Private health insurance
- Provident fund
- Gym membership
- Continuous personal development scheme (certifications conferences online learning platforms on-site training)
- International relocation bonus (if applicable)
If interested and you meet the above requirements APPLY via Emerald Zebra visit the link!