Senior Research Engineer, AI Wireless - Plano, United States - Samsung Electronics

Samsung Electronics Plano, United States

3 weeks ago

Description

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 SMI lab of Samsung Research America in Plano, TX to contribute to the development of Samsung's vision of next generation of wireless communication technology.

The candidate shall be responsible for developing, profiling and delivering algorithm, design specification and software for AI empowered wireless communication system.

Position Responsibilities:
Apply AI and machine learning for designing optimized wireless systems targeting different use-cases, and demonstrate improved performance
Create system specification based on the high-level concept including applying AI and machine learning for wireless systems
Integrate wireless system simulator with generic machine learning environments, and evaluate performance with AI-in-the-loop simulations or prototyping
Generate clear, organized technical reports and assist the development of related IPR

Required Skills:
Ph.
D. in Computer Science/Electrical Engineering/Computer Engineering or equivalent combination of education, training, and experience
The preferred candidate will have 1+ years of industry (or good match academic research) experience in an advanced technology development environment
Excellent working knowledge using Python and Python based ML modules such as Scikit-learn, Keras, Tensorflow, Keras-RL, PyTorch and Pandas libraries
Have prior experience implementing machine learning algorithms for solving challenging problems preferably in wireless communication system design
Hands-on experiencing integrating Python ML modules with wireless system simulators
Solid background in digital signal processing and wireless communication systems design and different components including digital filters, FFTs, synchronization, channel estimation, equalization, MIMO detection, error-correction codes, etc
Good understanding of RF system architecture, performance specification and measurement, RF/baseband interface
Familiar with 3GPP standards
Excellent verbal communication and technical writing skills
Our total rewards programs are designed to motivate and engage exceptional talent.

The base pay 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 base pay 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.

Base Pay Range
$120,400

—

$165,350 USD
Additional Information
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
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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