AI Engineer | Digital Products & AI
Core
Architect and deploy production AI solutions, agentic-system components, and retrieval pipelines for enterprise clients.
Role type
Senior IC AI Engineer (Agentic Systems & Cloud)
Builds
Production AI solutions, agentic-system components, retrieval pipelines, MCP services, and integrations with enterprise data.
Domain
Enterprise software, Cloud-native AI, Agentic systems
Deliverable
production ML models | product features
Required skills
Python, TypeScript, Cloud-native system design (AWS/Azure/GCP), AI application development, Agent-based system architecture, Orchestration frameworks (LangChain/LangGraph/LlamaIndex), Retrieval systems (pgvector/Elasticsearch/OpenSearch), Enterprise integration, Client-facing technical delivery
Preferred skills
Consulting or professional services background, Technical founder experience, Regulated environment experience, Industry domain knowledge (Healthcare, Manufacturing, Energy, Transportation, Consumer)
Technologies
AWS, Azure, GCP, LangChain, LangGraph, LlamaIndex, pgvector, Elasticsearch, OpenSearch, MCP
Responsibilities
Architect production AI solutions with guardrails and human-in-the-loop controls; Build and deploy agentic-system components and retrieval pipelines; Modernize legacy platforms; Design access controls and identity management; Create reusable engineering patterns; Write code and review agent-generated outputs; Work directly with clients from discovery through deployment.
Seniority
Senior, hands-on IC
