Type: Full-Time (W2) On-Site, Arlington, VA
DeepSig Inc. is a venture backed and product centric technology startup building revolutionary wireless processing software solutions using cutting edge machine learning techniques to transform baseband processing, wireless sensing, and other key wireless applications.
We are seeking a full-time, senior communications engineer who will apply their expertise in communications systems, digital signal processing, implementation and real-world test, and information theory to the intersection of physical layer communications systems and machine learning. A strong candidate will have significant experience working within the physical layer both in modeling and performance analysis, as well as software implementation and test in commercial or prototype systems, and will help bring a strong rigorous digital signal processing and communications perspective to our programs working to enhance portions of communications systems with machine learning based algorithms, looking beyond todays systems to ones which can adapt processing algorithms and encodings in and end-to-end fashion beyond the way we rigidly define these systems today, and to help train recognition systems which rapidly detect and survey activity in conventional communications networks using machine learning driven approaches. We seek a candidate who is strongly familiar working with traditional signal processing techniques for synchronization, estimation, equalization, reception within OFDM physical layer system, LTE, 5G-NR, WiFi, or similar, and especially who have worked within existing production physical layer software stacks such as OAI, FlexRAN, Aerial SDK, or similar and would be comfortable integrating novel training and inference engine software throughout these stacks, generated data, simulating channel effects, measuring traditional communications performance metrics such as BER, EVM, FER and other metrics, along with a range of other tasks at the intersection of Comms and ML.
What You’ll be Doing:
What we need to see:
WORKING AT DEEPSIG
DeepSig is growing its technical team while cultivating a collaborative, agile, and fun small-team culture. We value creativity, knowledge sharing, and employee growth, and we encourage participation in scientific publications, conferences, and open-source software. We offer competitive salaries and benefits, an employee stock option grant program, an environment where we are excited to be transforming and disrupting how signal processing is done with AI/ML, a welcoming and inclusive environment, a flexible schedule, and a great work / life balance.
HOW TO APPLY
Send an e-mail to firstname.lastname@example.org with your résumé / CV. Cover letters are encouraged, but not required. You may also use this e-mail address for questions about the position.