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AI Researcher Intern

GenScript/ProBio -
Piscataway, NJ

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Job Details

Internship
$30 an hour

Benefits

Commuter assistance
Paid parental leave
Health savings account
AD&D insurance
Disability insurance
Health insurance
Dental insurance
Paid time off
Parental leave
Vision insurance
401(k) matching

Qualifications

AI models
Containerization systems
Mandarin
Performance tuning
Reinforcement learning
Academic research projects
System performance optimization
System design
English
AI platforms (beyond public GPTs)
Literature reviews
Computational framework
Prompt engineering
Distributed systems
Engineering research
Technical research projects
Distributed computing
Machine learning frameworks
Python
Design (software development lifecycle)

Full Job Description

About GenScript

Founded in 2002 in New Jersey, GenScript Biotech Corporation accelerates innovation in biotech and healthcare by providing researchers and companies with the building blocks needed to develop groundbreaking treatments and products. 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.

Job Title: AI Researcher Intern

Location: United States (Remote)

We are currently seeking candidates that are bilingual in Mandarin Chinese and English. The estimated pay-rate will be $30 per hour, depending on education level.

Responsibilities will be dependent on core research function, and can be responsible for one or two of the below areas:

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

Memory System Architecture Development

Design hierarchical memory architecture, covering storage and retrieval mechanisms for working memory, short-term memory, and long-term memory
Research memory compression and summarization techniques, enabling efficient storage of massive interaction history while preserving key information
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
Explore memory forgetting and update strategies, balancing memory capacity with information timeliness

Multi-Agent Collaboration Architecture

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
Build consensus achievement and conflict resolution mechanisms to handle decision disagreements among multiple Agents
Design Agent social behavior norms, simulating communication, negotiation, and feedback patterns in human team collaboration
Explore emergent behavior and collective intelligence, researching self-organization and adaptive capabilities in multi-Agent systems

General Architecture Capabilities

Design Agent evaluation and benchmarking system, establishing quantitative capability metrics
Build Agent behavior interpretability framework, supporting decision process tracing and attribution analysis
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

Job Requirements

Basic Qualifications

Must be currently pursuing a Master's degree or PhD in an AI related discipline.

Programming & Engineering

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

AI Expertise

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

Research Capabilities

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

Soft Skills

Strong passion for AI technology, keeping up with the latest developments in the Agentic AI field
Excellent communication and collaboration skills, able to work efficiently with engineering teams
Critical thinking ability, capable of objectively evaluating and iteratively optimizing technical solutions

#LI-EB1

#GS

Benefits:

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. Additional benefits include flexible spending and health savings accounts, life and AD&D insurance, short- and long-term disability coverage, legal assistance, and supplemental plans such as pet, critical illness, accident, and hospital indemnity insurance. We also provide commuter benefits, well-being initiatives, and peer-to-peer recognition programs; demonstrating our ongoing commitment to building a culture where our people feel empowered, supported, and inspired to do their best work.

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. It is the Company's policy to ensure equal employment opportunity without discrimination or harassment based on race, color, religion, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity 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 protected by law.

GenScript USA Inc./ProBio Inc. maintains a drug-free workplace.

Please note: Genscript USA Inc./ProBio Inc. will only contact candidates through verified application sources. GenScript/Probio does not request personal information from candidates through individual email or any other platform.

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