2024 Summer Intern, NLP and ML Research at Samsung Research America

Mountain View, United States

Internship

Position Summary:

Samsung Research America AI center, located in Mountain View, CA, is currently recruiting world-class students who can thrive in a fast-pace, cross team, results-driven environment, with focus on highly visible, challenging, and cross discipline projects.

Position Responsibilities:

Develop and implement novel deep learning/reinforcement learning algorithms for natural language processing (text, speech) in various applications
Contribute to the research activities of our team
Generate creative solutions (patents) and publish in top conferences (papers)

Required Skills:

Experience in one or more of the following areas:

Currently pursuing Ph.D. degree in CS, EE, or related field
Strong background in deep learning technologies (e.g., Transformer, RNN, Sequence to Sequence models, etc.)
Strong background in machine learning (supervised learning, transfer learning, one-shot or few shot learning, unsupervised learning, semi-supervised learning, weakly supervised learning, meta-learning, outlier detection, etc.)
Expertise in LLM including model architecture, training/finetuning techniques, retrieval augmented generation (RAG), reasoning and action planning, etc.
Experience in conversational AI technologies: natural language processing (e.g., language models, semantic parsing, natural language generation etc.), dialogue (e.g., state tracking, policy learning), and representation learning (embedding, conceptualization, etc.)
Experience in knowledge augmented AI technologies (e.g., language prompt, knowledge graph, neuro-symbolic learning)
Experience in multimodal AI technologies for various multimodal applications
Experience in on-device AI technologies such as lightweight model architecture design
Proficiency in a neural network library (e.g., PyTorch, TensorFlow)
Proven track record of research/publications on machine learning and artificial intelligence field (NeurIPS, ICML, ICLR, AAAI, IJCAI, CVPR, ACL, EMNLP, NAACL, TACL, etc.)
Teamwork and communication skills are required

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—$63 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 [email protected].

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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Samsung Research America Internship is hiring a

2024 Summer Intern, NLP and ML Research

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