Machine Learning DSP Engineer

Description

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 Machine Learning DSP Engineer who will help combine elements of software digital signal processing and software-defined modems with state-of-the-art machine learning techniques to create the next generation of AI-native wireless communications systems in simulation and in real-deployed products at scale. This person will be responsible for developing and validating machine learning and communications system algorithms and software across modem and/or wireless sensing system solutions.

Requirements

• MS or PhD in Electrical/Computer Engineering, Computer Science, or related field
• Proficient in at least one programming language (Python preferred)
• Familiarity with at least one of the Deep Learning frameworks (e.g., PyTorch, Tensorflow etc.)
• Experience in one or more of the following areas: Deep Learning, RF Sensing, Statistical Signal Processing, Wireless Systems fundamentals, Time/Frequency analysis of signals
• Ability to work on open-ended problems, building candidate solutions and coming up with appropriate metrics for comparison
• Strong communication and teaming skills to work collaboratively and productively in a small company environment

Bonus

• Experience with advanced signal processing concepts such as multirate signal processing, polyphase filterbanks etc.
• Prior experience in building Deep Learning models for edge deployment
• Familiarity with TensorRT
• Proficiency in C++ and/or CUDA

Pay

Competitive salaries and benefits

Schedule

Flexible schedule

Benefits

Employee stock option grant program, a welcoming and inclusive environment, a great work/life balance

Company Culture

We value creativity, knowledge sharing, and employee growth, and we encourage participation in scientific publications, conferences, and open-source software. DeepSig is an equal-opportunity employer and does not discriminate based on race, ethnicity, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability. We are dedicated to cultivating an inclusive, diverse, and engaging workplace where individuals feel fulfilled, inspired, and motivated.