AI Engineer
Core
Build and scale the core intelligence behind Summy AI Copilot, an agentic assistant for compliance officers, pushing LLMs to execute complex reasoning and autonomous tasks.
Role type
Senior IC AI Engineer (LLM & Agentic Systems)
Builds
Production-grade GenAI/LLM systems, multi-turn AI agents, and agentic experience platforms (MCP servers)
Domain
Financial services, compliance, fraud prevention, KYC/AML
Deliverable
production ML models
Required skills
LLM architecture and optimization, agentic orchestration (LangChain/LangGraph), microservices engineering (Java/Dropwizard), cloud deployment (GCP/AWS, Docker, Kubernetes), LLM observability and evaluation
Preferred skills
Classical NLP, traditional MLOps, large-scale data engineering, RAG systems, compliance domain knowledge
Technologies
LangGraph, LangFuse, Java, Dropwizard, GCP, AWS, Docker, Kubernetes, Claude, Gemini, OpenAI
Responsibilities
Design and build robust multi-turn AI agents capable of complex reasoning and autonomous action; set up comprehensive tracing, monitoring, and evaluation pipelines; evolve public MCP servers and Agent Skills for external AI integration; iterate on baselines based on production metrics and A/B tests
Seniority
Senior, hands-on IC
