GenScript/ProBio
AI Researcher Intern
United States · Intern · Internship
Sponsorship not specifiedDetected 28 days ago
PythonDistributed SystemsAlgorithmsDockerKubernetesNLPLLMsRAGAgentic AINegotiationResearchCommunicationCollaborationCritical Thinking
About the role
- The estimated pay-rate will be $30 per hour, depending on education level.
- GenScript USA Inc/ProBio Inc. is a proud equal opportunity/affirmative action employer committed to attracting, retaining, and maximizing the performance of a diverse and inclusive workforce.
- Please note: Genscript USA Inc./ProBio Inc. will only contact candidates through verified application sources.
Responsibilities
- Research and design Agent execution framework, providing standardized runtime environment for intelligent agents
- Implement tool call orchestration mechanism, supporting unified abstraction for function calling, API integration, and external system interaction
- Build execution sandbox environment to ensure safety and controllability of Agent operations
- Design task decomposition and planning engine, supporting automatic breakdown of complex goals and execution path optimization
- Implement execution state tracking and anomaly recovery mechanisms to ensure reliability of long-running tasks
- Design hierarchical memory architecture, covering storage and retrieval mechanisms for working memory, short-term memory, and long-term memory
- Build context-aware memory system, supporting multi-dimensional memory association based on time, task, and user
- Develop memory retrieval augmentation mechanisms, achieving deep integration of RAG and Agent memory
- Research multi-Agent system architecture, design communication protocols and collaboration mechanisms between Agents
- Implement role specialization and task allocation algorithms, supporting orchestration of expert Agents, coordinator Agents, executor Agents, and other roles
Requirements
- Must be currently pursuing a Master's degree or PhD in an AI related discipline.
- Experience in RAG system development, familiar with vector retrieval, text Embedding, re-ranking, and related techniques
- Ability to conduct independent technical research, responsible for the entire process from problem definition to solution implementation
Nice to have
- experience with RLHF, DPO, and related methods is a plus
Skills
- Explore memory forgetting and update strategies, balancing memory capacity with information timeliness
- Explore emergent behavior and collective intelligence, researching self-organization and adaptive capabilities in multi-Agent systems
- Research Agent safety alignment mechanisms to prevent risks such as unauthorized operations, harmful outputs, and goal drift
- Track cutting-edge Agentic AI research and translate academic achievements into engineering practice
Benefits
- include medical, dental, and vision insurance as well as a 401(k) retirement plan with a company match that vests fully on day one.
- We offer paid parental leave after just three (3) months of employment, and a paid time off policy that includes vacation time, personal time, sick time, floating holidays, and company holidays.
Company info
- Guided by its mission to Make People and Nature Healthier Through Biotechnology, and its role as a well-recognized biotechnology company, GenScript has a team of approximately 6,165 employees and has served more than 200,000 customers across over 100 countries and regions.
Equal opportunity
- equal opportunity/affirmative action employer committed to attracting, retaining, and maximizing the performance of a diverse and inclusive workforce.
Visa & Work Authorization
- ity or expression, age, disability, national origin, marital or domestic/civil partnership status, genetic information, citizenship status, uniformed service member or veteran status, or any other characteristic protecte
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