AI Engineer
Core
Building AI agents for credit, KYC/compliance, document handling, and exception triage, implementing multi-role decision patterns, and developing model gateways and Document AI capabilities.
Role type
Senior IC AI Engineer (Agents & Document AI)
Builds
AI agents, model gateways, Document AI tools, and evaluation frameworks for financial services clients.
Domain
Financial services / AI / Document Processing
Deliverable
production ML models
Required skills
LLM/AI agent workflow design, model integration and routing, MCP tool interfaces, Document AI (OCR, extraction, PII detection), retrieval architectures (embeddings, vector search), AI evaluation frameworks, observability design.
Preferred skills
Self-hosted models with data residency constraints, knowledge graphs, multi-agent decision patterns, deterministic core banking systems, A/B testing of models, financial services domain experience.
Technologies
AWS, Azure, GCP, Databricks, Snowflake, MCP, Vector Search, Knowledge Graphs.
Responsibilities
Designing and implementing LLM/AI agent workflows, developing model gateways for cost/risk/latency routing, building Document AI capabilities, creating evaluation frameworks for AI behavior, collaborating across prototype and production streams.
Seniority
Senior, hands-on IC
