Senior AI Engineer
Core
Build production LLM agents with tool calling, RAG, and retrieval for a US financial advisory client, including evaluation harnesses and shared AI services.
Role type
Senior IC AI Engineer (LLM/Agents)
Builds
Production LLM agents, retrieval systems, evaluation harnesses, and shared AI services (gateway, prompt registry)
Domain
Financial services / Risk advisory / AI Engineering
Deliverable
production ML models
Required skills
Python, LLM application development, Azure OpenAI, Amazon Bedrock, RAG, hybrid search, automated evaluation, Git, Terraform, English (C1)
Preferred skills
MCP servers, document extraction (Azure AI Document Intelligence, Amazon Textract), LLM gateways, tracing (OpenTelemetry, Langfuse), guardrails, Temporal, Azure Durable Functions, AWS Step Functions
Technologies
Python, Azure OpenAI, Amazon Bedrock, Azure AI Search, OpenSearch, Azure API Management AI gateway, LiteLLM, Envoy AI Gateway, OpenTelemetry, Langfuse, MLflow, Azure AI Content Safety, Presidio, Temporal, Azure Durable Functions, AWS Step Functions
Responsibilities
Build use case 1 agent with tools and retrieval; set up agent and prompt registry with CI checks; run evaluation harnesses for model/prompt changes; write decision records and runbooks; pair with client engineers to enable independent operation by day 45
Seniority
Senior, hands-on IC
