RFML EngineerActive$220K
The opportunity
We are seeking a visionary and technically proficient Radio Frequency Machine Learning (RFML) Operations Lead to lead our advanced research and development initiatives. The ideal candidate will have extensive experience in one or more of the following areas: RF Sensing,…
What you'll do
Lead and inspire a team of RFML engineers. Develop and execute the strategic: vision for integrating machine learning into RF sensing, signal processing, and wireless communication systems.
Spearhead the design and development of advanced RFML models for wireless: communication applications like RF spectrum sensing, channel equalization and estimation, channel modeling. Innovate and push the boundaries of what’s possible in these fields.
Provide deep technical expertise in wireless systems, particularly 5G: technologies, to inform the development of algorithms and models that enhance system performance maintaining latency and compute budget.
Identify and tackle complex challenges in the areas of signal processing and: wireless systems using advanced RFML techniques. Lead initiatives to explore and implement novel solutions.
Oversee multiple concurrent projects, ensuring they are completed on time and: within scope. Allocate resources effectively and manage project risks to achieve desired outcomes.
Mentor and develop team members, fostering a culture of continuous learning: and technical excellence. Stay up to date with the latest advancements in RFML and related fields to guide the team effectively.
What they're looking for
- Prior experience in managing entire RFML engineering lifecycle: from data capture to model development to model training to system testing and optimization.
- Experience with real-time signal processing, DSP platforms, or mixed-signal embedded systems.
- Ability to write and / or review production level code (Python, C++) is strongly preferred.
- Experience with Software Defined Radios.
