Forward Deploy Engineer
Core
Design, build, and deploy AI agents and multi-agent systems that automate end-to-end workflows for enterprise clients.
Role type
Senior IC Forward Deploy Engineer (Agentic AI)
Builds
Production-ready AI agents, multi-agent pipelines, MCP servers, and front-end interfaces for business stakeholders.
Domain
Real estate and financial services enterprise infrastructure with Agentic AI.
Deliverable
production ML models | product features
Required skills
Python, React/Vue.js/Angular, AWS/Azure/GCP, Docker, Kubernetes, CI/CD, LangChain/LangGraph/AutoGen/CrewAI/Semantic Kernel, MCP, RAG, vector databases, prompt engineering, LLM evaluation, agent observability (LangSmith/Arize/W&B), architecture design, technical documentation, prototyping.
Preferred skills
Experience with AI-augmented engineering tools (Claude Code/Codex), real estate or financial services domain knowledge, facilitation of technical discovery workshops.
Technologies
AWS, Azure, GCP, Docker, Kubernetes, GitHub Actions, LangChain, LangGraph, AutoGen, CrewAI, Semantic Kernel, MCP, LangSmith, Arize, Weights & Biases, React, Vue.js, Angular, Python, RAG, LLMs
Responsibilities
Lead solution design for complex data and AI challenges; define and explain architecture decisions; design scalable, modular systems; create working prototypes; convert ambiguous business needs into technical solutions; build production-ready prototypes; develop intuitive front-end interfaces and dashboards; design, build, and deploy AI agents and multi-agent systems; develop reusable agent skills; implement and extend MCP servers; create evaluation harnesses and monitoring pipelines; integrate LLMs, RAG systems, and ML models; mentor junior engineers.
Seniority
Senior, hands-on IC with mentorship responsibilities