AI Researcher (Agentic AI System Architecture)
Piscataway, New Jersey, United States
USD 85K-145K Senior-level Full Time
Tasks
- Build agent behavior interpretability framework
- Build consensus achievement and conflict resolution
- Build context aware memory system
- Build execution sandbox environment
- Design agent evaluation and benchmarking system
- Design agent execution framework
- Design agent social behavior norms
- Design hierarchical memory architecture
- Design task decomposition and planning engine
- Develop memory forgetting and update strategies
- Implement execution state tracking and anomaly recovery
- Implement memory retrieval augmentation with RAG
- Implement role specialization and task allocation
- Implement tool call orchestration
- Research agent safety alignment mechanisms
- Research memory compression and summarization
- Research multi agent system architecture
- Translate agentic AI research into engineering practice
Perks/Benefits
- N/A
Skills/Tech-stack
Asynchronous programming | Autogen | Concurrency | CrewAI | DPO | Distributed Systems | Docker | Function Calling | Kubernetes | Langchain | Llamaindex | Performance optimization | Prompt engineering | Python | RLHF | Re-ranking | Reinforcement Learning | Retrieval-Augmented Generation | Text Embeddings | Tool use | Transformer Architecture | Vector Databases
Education
Roles
AI | AI Researcher | Engineer | Learning Engineer | Machine Learning Engineer | Researcher
Regions
Countries
States
Cities
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