Your fast-track to hassle-free permitting Our expert process gets your... Backed by Insight.
About the role
Design & ship production agents: Own one or more high-impact agent workflows (e.g., Permit Intake Triage, Smart Document QA, Compliance Comment Copilot, Code Lookup inside LiteTable). Compose multi-step graphs (LangGraph) with Strands-based reasoning/tooling and develop internal/external tools for targeting heterogeneous datasets.
What they're looking for
- Agent frameworks: Depth with LangGraph (graph orchestration, state, recovery) and Strands Agents (structured tool reasoning), experience integrating MCP clients/servers
- Production chops: 7–12+ years shipping high-reliability backend or ML systems (Python/TypeScript), cloud infra (AWS), containers (ECS/EKS), CI/CD, IaC, and secure integration patterns
- Retrieval & data: Hands-on with RAG, document stores/vector DBs (bonus: knowledge of Pinecone or early exposure to S3 Vectors ), schema/versioning for code texts and comments
- Evaluation mindset: Ability to design realistic, auditable testbeds, familiarity with agent benchmarks (and their pitfalls) and how to turn real user flows into acceptance tests
- Safety & governance: Policy-driven guardrails (Grounding checks, topic/word filters), auditability, and human-in-the-loop controls
- Domain empathy: Curiosity for building codes, plan sets, and reviewer workflows, comfort working with messy PDFs/CAD and plan-review UX
More about this role
The U.S. construction permitting process is a black box. Over 500,000 forms and 20,000 processes, yet 95% of cities use the same building code. Every permitting delay costs businesses revenue, stalls expansion, and disrupts construction schedules.
Founded in 2022 by builders, entrepreneurs, and industry experts, GreenLite eliminates permitting uncertainty for developers nationwide.
We combine AI-powered technology with an in-house team of registered architects, engineers, and city planners to deliver the fastest, most predictable path to permit approval. Our expert-led compliance process ensures plans are code-ready before submission, reducing revisions, delays, and costs.
GreenLite has raised $86M in venture funding from leading investors including Insight Partners, Energize Capital, Craft Ventures, LiveOak Ventures, Trust Ventures, and Chicago Ventures. National brands, including Walgreens, TD Bank, and Driven Brands, trust us to accelerate approvals, reduce risk, and unlock growth.
We're on a mission to automate one of the most costly and expertise-dependent bottlenecks in the built environment — construction plan review . Today, plan review is slow, expensive, and highly...
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