AI Engineer
Core
Build and maintain the AI layer of a platform, focusing on retrieval pipelines, agent orchestration, and model evaluation.
Role type
Mid-level hands-on AI Engineer (LLM/Agents)
Builds
Retrieval-augmented generation (RAG) pipelines, agent workflows, and evaluation frameworks for a platform serving client engagements.
Domain
Artificial Intelligence / Large Language Models / Information Retrieval
Deliverable
production ML models | product features
Required skills
Python, async programming, REST APIs, RAG pipelines, agent orchestration, LLM fine-tuning, evaluation methodology, observability tooling
Preferred skills
Knowledge graphs, document AI (PDF parsing/OCR), prompt injection mitigation, open-source contributions
Technologies
LangGraph, sentence-transformers
Responsibilities
Implement and tune retrieval components; build agent orchestration layers with tool integrations; instrument systems for observability and telemetry; maintain evaluation datasets and test suites; support document AI capabilities; implement per-tenant isolation checks; run adversarial tests for model behavior evaluation.
