Senior GenAI Research Engineer (AI Agent), Digital Health

Lab Summary:

We are an interdisciplinary team with an aim to empower providers consumers and clinical researchers. We develop GenAI/LLM-based health applications for engaging customer experience create prognostic biomarkers by applying clinically explainable AI on advanced sensing technology explore use cases by co-innovating with our partners and design services through pilots that eventually turn into groundbreaking commercial consumer-grade products that are used every day. Our work has been internationally recognized with 100 peer-reviewed publications.

Position Summary:

Samsung Research America Digital Health Team is looking for an outstanding Senior-level ML Research Engineer with solid Generative AI/Large Language Model technology background and extensive industry experience in building scaling and optimizing ML pipelines. You must have a strong track-record of success in commercializing GenAI/LLM products. You will play a key role in delivering innovation in digital health domain create technologies deploy and validate novel technologies and transfer code to production. You will also author scientific publications in top-tier computing venues. This team is the right fit for you if you love working with the latest technologies in LLMs MLOps and ML more broadly.

You will be a core part of a passionate team charged with developing incubating and launching a portfolio of digital health product concepts that will disrupt the healthcare paradigm. By leveraging smart phones wearables embedded devices and the IoT in the health/wellness domain your work will significantly benefit real-world patients seniors physicians and care givers. Samsungs unique advantage in the consumer electronics market and growing focus on digital health will provide you with exciting technical challenges and a rewarding career experience.

Position Responsibilities:

• Lead the development of our next-generation autonomous agent this role you will bridge the gap between state-of-the-art ML research and production-grade consumer applications specifically focusing on multi-agent orchestration and standardized communication protocols. You will be responsible for building resilient interoperable agents that solve complex multi-step tasks at scale while adhering to emerging industry standards likeA2AandMCP.
• This role requires a unique blend of deep theoretical knowledge in LLMs and a proven track record of shipping production-grade AI features to millions of users.
• Agentic System Architecture:Design and deploy sophisticated multi-agent systems capable of long-horizon reasoning planning and autonomous task completion.
• Protocol Standard Adoption:Implement and optimize agentic workflows using theModel Context Protocol (MCP)for seamless tool and data integration.
• Interoperability Leadership:Architect cross-platform collaboration using theAgent-to-Agent (A2A)protocol to enable secure communication and task delegation between independent agents.
• End-to-End Product Delivery:Translate research breakthroughs into high-impact consumer features managing the full lifecycle from prototyping to large-scale production deployment.
• Advanced Evaluation & Safety:Develop robust evaluation frameworksincludingLLM-as-a-Judgeand scenario-based testingto ensure agent reliability safety and alignment.
• Collaborate cross-functionally with the product and engineering teams to define priorities and influence the product roadmap.

Required Skills:

• MS or PhD in Computer Science Computer Engineering Electrical Engineering Artificial Intelligence or equivalent combination of education training and experience
• 5 years of experience in ML with a strong track record of shipping consumer-facing AI products at scale
• Experience building and deploying scalable GenAI/LLM applications with tools such as VertexAI HuggingFace Langchain and OpenAI
• GenAI Expertise:Deep understanding of transformer architectures LLM fine-tuning and modern generative AI methodologies
• Agent Expertise:Proven track record in building and deploying autonomous agents including experience with frameworks likeLangGraphCrewAI orSemantic Kernel
• Standard Mastery:Hands-on experience withMCPfor connecting agents to external business tools/data andA2Afor multi-agent coordination
• Technical Stack:Expert proficiency inPythonand deep learning frameworks ()
• Evaluation Expertise:Demonstrated experience building scalable data-driven frameworks to measure LLM performance safety and robustness in real-world scenarios
• Strong interpersonal and collaboration skills ability to present complex information in an understandable and compelling manner and comfortable working with multi-disciplinary teams

Special Attributes:

• Experience in NLP and Conversational AI
• Experience in LLM validation reliability toxicity/harmfulness avoidance
• Strong mathematics background especially statistics
• Turn the analyzed data into actionable insight and/or understandable visualization
• Product development and prototyping experience in order to implement and validate solutions
• Have working knowledge of the healthcare industry and experience curating and analyzing healthcare and wellness data
• Experience in collaborating on software implementations of algorithms and computing models with client and cloud engineers
• Experience operating under HIPAA/CCPA/GDPR is a plus
• Experience with agentic workflows multi-step reasoning and tool-use integration
• Contributions to open-source GenAI projects or publications at top-tier AI conferences (NeurIPS ICML ICLR)
• Experience with automated prompt tuning frameworks ()
• Familiarity with emerging 2026 security standards likeISO/IEC 42001for agentic systems

Additional Information

Disclosure of Trade Secrets

Samsung has a strict policy on trade applying to Samsung and progressing through the recruitment process you must not disclose any trade secrets of a current or previous employer.

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

Equal Employment Opportunity

At Samsung we believe that innovation and growth are driven by an inclusive culture and a diverse workforce. We aim to create a global team where everyone belongs and has equal opportunities inspiring our talent to be their true selves. Together we are building a better tomorrow for our customers partners and communities.

Samsung Research America is committed to employing a diverse workforce and provide Equal Employment Opportunity for all individuals regardless of race color religion gender age national origin marital status sexual orientation gender identity status as a protected veteran genetic information status as a qualified individual with a disability or any other characteristic protected by law.

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