Bell Labs - Research Engineer in Machine Learning for Wireless Communications
- Ph.D. degree in communications or computer science
- Very strong background in digital signal processing, statistics, linear algebra, communication theory, L1/L2 algorithms
- Some background and practical experience with modern machine learning techniques
- Experience with at least one programming /scripting language, ideally Python and C++
- Ability to carry out independent research
- Desire to bring research ideas to prototype level
- Very good level of spoken and written English
- Some years of experience after Ph.D.
- Hands-on experience with deep learning libraries (e.g., Tensorflow, PyTorch)
- Knowledge of (deep) reinforcement learning algorithms
- Outstanding publication track record in top IEEE journals and conferences
- Strong presentation skills
- FPGA or SDR development skills
- Experience with ray tracing