Lab Summary: The Standards & Mobility Innovation team is committed to developing technologies that enable ubiquitous access to information and provide immersive multimedia experiences for mobility users. Our research focuses on:
- Wireless standards and technology including 5G/6G, Wi-Fi, FiRa/UWB, MPEG, AOM, CSA Matter, CSA ACWG, CCC, etc
- RF & fast prototyping of 5G and IEEE 802 wireless systems and/or use cases
- Multimedia standards and technology including VR, HDR, All-IP delivery
- IoT standards and Smart Home connectivity/sensing technology
Position Summary: Join the SMI lab of Samsung Research America to contribute to the development of Samsung's vision of next generation of wireless communication technology.
Position Responsibilities:
- Conduct research on applying AI/ML techniques to Radio Access Network (RAN) optimization
- Design and implement AI/ML-based algorithms for key AI-RAN use cases including channel estimation, channel prediction, resource allocation and etc.
- Collaborate with cross-functional teams to integrate AI/ML solutions into wireless systems, and evaluate end-to-end performance with AI-in-the-loop simulations or prototyping
- Prepare technical reports, and presentations on research findings
Required Skills:
- PhD student in EE/ECE preferable or equivalent combination of education, training, and experience
- Deep understanding of AI/ML algorithms (e.g. MLP, CNN, RNN, transformer, Mamba), and statistical learning methods (e.g. decision tree, RF, SVM etc.)
- Excellent working knowledge using Python and Python based ML modules such as Scikit-learn, Tensorflow, PyTorch and Pandas libraries
- Have prior experience developing AI/ML algorithms for solving challenging problems preferably in wireless communication system design
- Experience with RAN simulation tools or platform such as NVIDIA Sionna/ PyAerial
- Strong foundation in RAN technologies (e.g. LTE, 5G NR, MIMO, OFDM etc.)
- Outstanding communication skills, both verbally and in writing
Our total rewards programs are designed to motivate and engage exceptional talent. The hourly pay rate range for roles at this level is listed below, but may be higher or lower in other states due to geographic differentials in the labor market. Within the hourly pay rate range, individual rates depend on a number of factors—including the role’s function and location as well as the individual’s knowledge, skills, experience, education and training. This is part of our comprehensive compensation package with annual bonus eligibility and generous benefits to help you live life well.Hourly Pay Rate Range
$44—$59 USDAdditional Information
Be careful not to disclose information related to the trade secrets of your previous or current employer(s)
Essential Job Functions
This position will be performed in an office setting. The position will require the incumbent to sit and stand at a desk, communicate in person and by telephone, and frequently operate standard office equipment, such as telephones and computers.
Samsung Research America is committed to complying with all Federal, State and local laws related to the employment of qualified individuals with disabilities. If you are an individual with a disability and would like to request a reasonable accommodation as part of the employment selection process, please contact the recruiter or email sratalent@samsung.com.
Affirmative Action / Equal Opportunity
Samsung Research America is an Affirmative Action and Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity or expression, national origin, disability, or status as a protected veteran.
For more information regarding protection from discrimination under Federal law for applicants and employees, please refer to the links below.
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