Founding AI Engineer — Agentic Systems at Astoria AI
Core
Building an agentic runtime with LLM-powered workflows, RAG pipelines, and lightweight ML for the hiring and talent lifecycle.
Role type
Founding AI Engineer (Agentic Systems)
Builds
Specialized AI agents for career strategy, networking, matching, compliance-native hiring, onboarding, and retention.
Domain
AI/ML, Hiring Technology, Talent Lifecycle
Deliverable
production ML models
Required skills
Python, TypeScript, API design, Database management, LLM APIs, Agentic workflows, RAG, Embeddings, Vector databases, Classification, Ranking, Entity matching, Evaluation loops
Responsibilities
Design and implement LLM-powered agentic workflows with tool use and multi-step orchestration; Build and maintain RAG/retrieval pipelines; Develop lightweight ML models for classification, ranking, and entity matching; Establish evaluation loops for hallucination risk and output quality.
Seniority
Founding team, hands-on IC
