AI/ML Research Scientist, Next-Gen Wireless Communication

Job Description

About the Job

Lab Summary: Standards & Mobility Innovation (SMI)

The Standards & Mobility Innovation (SMI) team at Samsung Research America is dedicated to spearheading the development of advanced technologies. Our core mission is to enable ubiquitous access to information and deliver immersive multimedia experiences for mobility users worldwide. Our extensive research portfolio covers several critical and forward-thinking domains:

• Wireless Standards and Technology: We are at the forefront of defining and developing next-generation wireless communication, including 5G/6G, Wi-Fi, and FiRa/UWB. Our contributions extend to influential standardization bodies such as MPEG, AOM, CSA Matter, CSA ACWG, and CCC.
• RF & Fast Prototyping: We engage in the rapid development, implementation, and testing of 5G and IEEE 802 wireless systems and their practical use cases, bringing theoretical concepts to tangible applications.
• Multimedia Standards and Technology: Our innovation spans immersive experiences like Virtual Reality (VR), advanced visual fidelity with High Dynamic Range (HDR), and cutting-edge All-IP content delivery solutions.
• IoT Standards and Smart Home: We drive the evolution of Internet of Things (IoT) standards and develop intelligent Smart Home connectivity and sensing technologies to create seamlessly integrated living environments.

Position Summary: AI/ML for Next-Gen Wireless Communications

Join the dynamic SMI lab at Samsung Research America and play a crucial role in shaping Samsung’s strategic vision for the future of wireless communication. This position offers a unique opportunity to contribute directly to the development of next-generation wireless communication technology by applying advanced AI/ML techniques.

Position Responsibilities

As a key contributor, your responsibilities will include:

• Pioneering Research: Conduct cutting-edge research focused on the application of Artificial Intelligence (AI) and Machine Learning (ML) techniques for the optimization of Radio Access Networks (RAN).
• Algorithm Design & Implementation: Design, develop, and meticulously implement advanced AI/ML-based algorithms specifically tailored for critical AI-RAN use cases. This encompasses key areas such as enhancing channel estimation, improving channel prediction accuracy, and optimizing resource allocation within wireless systems.
• Cross-functional Collaboration & Integration: Actively collaborate with cross-functional teams to seamlessly integrate novel AI/ML solutions into existing and future wireless systems. You will be responsible for rigorously evaluating end-to-end performance through comprehensive AI-in-the-loop simulations or hands-on prototyping efforts.
• Knowledge Dissemination: Clearly articulate and present research outcomes by preparing detailed technical reports and compelling presentations for internal and external stakeholders.

Required Skills

To be successful in this role, candidates should possess the following qualifications:

• Academic Background: Currently pursuing a PhD in Electrical Engineering (EE), Electrical and Computer Engineering (ECE), or a closely related quantitative field.
• AI/ML Expertise: Possess a deep and comprehensive understanding of various AI/ML algorithms, including advanced neural network architectures (e.g., MLP, CNN, RNN, Transformer, Mamba) and foundational statistical learning methods (e.g., Decision Trees, Random Forests, SVM).
• Programming Proficiency: Demonstrate excellent working knowledge and practical experience with Python, along with its essential machine learning modules and libraries such as Scikit-learn, Tensorflow, PyTorch, and Pandas.
• Practical AI/ML Experience: Prior, demonstrable experience in developing and implementing AI/ML algorithms to solve complex and challenging problems, with a strong preference for applications within wireless communication system design.
• RAN Simulation Tools: Hands-on experience with specialized RAN simulation tools or platforms, such as NVIDIA Sionna or PyAerial, is highly desirable.
• RAN Technology Foundation: A strong theoretical and practical foundation in Radio Access Network (RAN) technologies, including LTE, 5G NR, MIMO, and OFDM.
• Communication Skills: Outstanding communication skills, both verbal and written, are essential for effective collaboration, presenting research findings, and documenting technical work.

Compensation

Samsung Research America offers a comprehensive total rewards program designed to attract, motivate, and retain exceptional talent. The hourly pay rate range for roles at this level is typically $48—$63 USD. Please note that actual rates may vary based on geographic location and individual factors such as the role’s function, location, as well as the candidate’s specific knowledge, skills, experience, education, and training. This compensation is part of a broader package that includes annual bonus eligibility and generous benefits aimed at supporting your well-being.

Additional Information

• Disclosure of Trade Secrets: Samsung maintains a strict policy regarding trade secrets. During your application and throughout the recruitment process, you are expressly prohibited from disclosing any confidential or proprietary information (trade secrets) belonging to your current or previous employers.
• Essential Job Functions: This role is primarily performed in an office setting. Key physical requirements include the ability to sit and stand at a desk, engage in in-person and telephone communication, and proficiently operate standard office equipment such as telephones and computers.
• Reasonable Accommodation: Samsung Research America is dedicated to adhering to all Federal, State, and local laws concerning the employment of qualified individuals with disabilities. If you are an individual with a disability and require a reasonable accommodation to participate in the employment selection process, please contact the recruiter directly or email sratalent@samsung.com.
• Equal Employment Opportunity: At Samsung, we champion a culture of innovation and growth driven by inclusivity and a diverse workforce. Our goal is to foster a global team where everyone feels a sense of belonging, has equal opportunities, and is inspired to be their authentic selves. Samsung Research America provides Equal Employment Opportunity to all individuals, irrespective of race, color, religion, gender, age, national origin, marital status, sexual orientation, gender identity, veteran status, genetic information, disability status, or any other characteristic protected by law. For further details on protection from discrimination under Federal law, please refer to the Pay Transparency link.