2025 Summer Intern, On-Device AI Agents Research Intern
665 Clyde Avenue, Mountain View, CA, USA
Samsung Research America Internship
Our employees are our most valuable asset. We focus on cultivating and sustaining a diverse work environment and culture. We maximize employee potential by expanding professional opportunities through learning and development and help them...Lab Summary:
Samsung Knox™ (https://www.samsungknox.com/) is Samsung’s guarantee of security, and a secure device gives you the freedom to work and play how, where, and when you want. Samsung Knox consists of a highly secure platform built into a variety of Samsung devices, including Samsung’s mobile phones and laptop computers.
Come join the Samsung KNOX team and help us define and develop the future core technologies for Samsung devices and services!
Position Summary:
Samsung Research America Advanced Knox R&D Team is looking for an intern to contribute to the development of on-device AI agents optimized for enterprise productivity and security solutions. This role will focus on designing, optimizing, and deploying AI/LLM models for resource-constrained devices such as mobile phones.
Position Responsibilities:
- Assist in the design, development, and deployment of AI agents and frameworks tailored for on-device environments.
- Knowledge of context-aware systems, multi-agent systems, and decision-making frameworks for security and productivity driven enterprise applications.
- Develop proof-of-concept applications and assist in the performance evaluation of on-device AI models for B2B use cases.
- Collaborate with cross-functional teams to evaluate the performance, robustness, and security of AI agents in real-world enterprise scenarios.
- Work with mobile frameworks such as LiteRT, ExecuTorch, Mediapipe LLM, and similar technologies to deploy LLMs on mobile.
- Work on optimizing LLM-based applications for mobile devices, focusing on minimizing latency, power usage, and memory footprint.
Required Skills:
- Enrolled in a Ph.D. or Master's program in computer science or related areas. Hands-on experience in LLM model development, particularly for on-device or resource-constrained environments.
- Familiarity with NLP, and LLM fine-tuning, optimization techniques such as model pruning and model distillation.
- Experience with mobile AI frameworks such as LiteRT, ExecuTorch, Mediapipe LLM.
- Strong coding skills with prototyping experience using popular machine learning frameworks (e.g., PyTorch, TensorFlow).
Preferred Skills:
- Experience in deploying on-device LLM models.
- Experience with on-device deployment of AI agents capable of performing productivity and security tasks with minimal computational resources.
- Strong problem-solving skills with a focus on building efficient, real-world solutions for enterprise productivity and security applications.
Additional 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.
Tags: Computer Science LLMs Machine Learning ML models NLP Prototyping PyTorch R R&D Research Security TensorFlow
Perks/benefits: Career development Salary bonus
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