Job Description
Responsibilities
Agentic AI Systems
- Design reusable patterns for Agentic AI systems including RAG, Multi-Agent Orchestration, and Human-in-the-loop systems
- Define how different agents communicate, share state, and hand off tasks to one another
- Architect long-term and episodic memory layers using Vector Databases, embedding pipelines, and knowledge graphs
- Decide when to use high-reasoning models vs. worker models to optimise cost and performance
- Predict and control token usage; architect systems with semantic caching to prevent redundant LLM spend
- Set architectural standards for explainability, auditability, and guardrails to prevent hallucinations and bias
- Ensure data governance, privacy compliance, and responsible AI practices across all systems
AI Infrastructure & MLOps
- Design scalable AI infrastructure including model serving, inference ar...