GenScript/ProBio

AI Researcher (Agentic AI System Architecture)

Piscataway, New Jersey, United States

Sponsorship not specified$85k-$145kDetected 28 days ago

PythonDistributed SystemsAlgorithmsDockerKubernetesNLPLLMsRAGAgentic AINegotiationRoboticsResearchCommunicationCollaborationCritical Thinking

About the role

Job Title: AI Researcher (Agentic AI System Architecture) Location: Piscataway, NJ The estimated salary range for this role is $85,000 - $145,000 depending on experience.
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.

Harness Architecture Design & Implementation
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

Master's degree or above in Computer Science, Artificial Intelligence, Cognitive Science, or related fields
3+ years of AI-related research or development experience, with hands-on experience in Agentic AI and LLM application architecture

Contributions to Agent framework open-source projects (e.g., LangChain, AutoGen, LlamaIndex)
Production-level Agent system deployment experience with 10,000+ daily task processing
Research experience in Embodied AI or robotics
Familiarity with Graph Neural Networks, Knowledge Graphs, and related project experience
Publications in top-tier conferences (NeurIPS, ICML, ACL, EMNLP, etc.) are preferred

Proficient in Python, familiar with asynchronous programming, concurrency control, and performance optimization
Familiar with mainstream LLM frameworks (LangChain, LlamaIndex, AutoGen, CrewAI, etc.)
Experience in large-scale distributed system design and implementation
Familiar with containerization technologies such as Docker and Kubernetes
Deep understanding of Transformer architecture and large model principles
Familiar with Prompt Engineering, Function Calling, Tool Use, and related technologies
Experience in RAG system development, familiar with vector retrieval, text Embedding, re-ranking, and related techniques
Understanding of reinforcement learning fundamentals; experience with RLHF, DPO, and related methods is a plus
Good habits in technical documentation writing
Ability to conduct independent technical research, responsible for the entire process from problem definition to solution implementation
Strong literature reading and summarization skills, able to quickly absorb cutting-edge research achievements
Capability in technology selection and evaluation, able to make reasonable decisions among multiple solutions

The estimated salary range for this role is $85,000 - $145,000 depending on experience.

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.

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/affirmative action employer committed to attracting, retaining, and maximizing the performance of a diverse and inclusive workforce.

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

This listing is sourced directly from GenScript/ProBio's careers page and normalized into a canonical job model.