GreenLite

GreenLite

Staff AI Engineer

New York City · Staff+ · Full-time

Sponsorship not specifiedDetected 192 days ago
TypeScriptPythonVector DatabasesAWSCI/CDMachine LearningComputer VisionLLMsRAGLangGraphLeadershipCollaboration

About the role

  • OUR COMPANY The U.S. construction permitting process is a black box.
  • Every permitting delay costs businesses revenue, stalls expansion, and disrupts construction schedules.
  • Our expert-led compliance process ensures plans are code-ready before submission, reducing revisions, delays, and costs.

Responsibilities

  • 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.
  • Retrieval & knowledge: Partner with Data to wire agents to building-code knowledge (RAG), evaluate vector store options (incl. S3 Vectors preview, or Pinecone) and set up durable knowledge interfaces the agents can trust.
  • UX handoffs: Collaborate with Product/Design to craft agent-first reviewer UX in LiteTable (great inline citations, diffs, and remediation suggestions).
  • Quality & reliability: Build fault-tolerant flows (retries/rollbacks/compensation), observability dashboards, and on-call runbooks for agent incidents.
  • Technical leadership: Create internal libraries/templates for agent patterns
  • Technical leadership: Create internal libraries/templates for agent patterns; mentor engineers; review designs with domain experts (architects/code officials).
  • 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.
  • Domain empathy: Curiosity for building codes, plan sets, and reviewer workflows; comfort working with messy PDFs/CAD and plan-review UX.
  • 90 days: Participation in developing a plan for agents driving ≥25% faster reviews on target flows; stable on-call; cost/latency under thresholds; repeatable patterns/template repos useful for future agents.

Requirements

  • familiarity with agent benchmarks (and their pitfalls) and how to turn real user flows into acceptance tests.

Nice to have

  • knowledge of Pinecone or early exposure to S3 Vectors), schema/versioning for code texts and comments.
  • Nice to have - comfort with Runtime (session isolation, 8-hour sessions, large payloads), Memory, Gateway, Identity, Observability, and built-in Browser/Code-Interpreter.
  • Bedrock AgentCore knowledge: Nice to have - comfort with Runtime (session isolation, 8-hour sessions, large payloads), Memory, Gateway, Identity, Observability, and built-in Browser/Code-Interpreter.

Skills

  • LangGraph for graph-based orchestration and error-tolerant control flow.
  • Strands Agents for structured reasoning and tool use.

Compensation

  • Performance-Based Annual Bonuses

Benefits

  • Generous base salary & access to our Employee Equity Program, so you can grow with us.
  • Premium Health Coverage
  • Comprehensive medical, dental, and vision insurance for full-time team members and their families.
  • 401(k) Retirement Plan
  • Parental Leave
  • Wellness Support

Company info

  • 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 manual, requiring licensed experts to navigate thousands of unique jurisdictional construction codes and complex architectural documents.
  • We believe AI can help.
  • As a key hire in our AI engineering organization, you'll operate with a founder mindset, help in defining our long‑term data strategy, and help to grow multiple squads behind it.
  • GreenLite is building agentic workflows that compress permitting cycle time across thousands of jurisdictions-spanning permit intake, checklist generation, document QA, code citation, and review ops inside LiteTable.
  • Your work turns messy PDFs/CAD plans and scattered code texts into decisive, auditable agent actions that help customers get permits faster.

Equal opportunity

  • GreenLite values people from all walks of life and professional backgrounds. We understand not everyone will meet all the above qualifications on day one. That's okay. If you're passionate about the construction industry and want the opportunity to grow in your career, we encourage you to apply.
  • GreenLite is an equal employment opportunity employer, committed to an inclusive workplace where we do not discriminate on the basis of race, sex, gender, national origin, religion, sexual orientation, gender identity, marital or familial status, age, ancestry, disability, genetic information, or any other characteristic protected by applicable laws. We believe in diversity and encourage any qualified individual to apply.
  • GreenLite values people from all walks of life and professional backgrounds.
  • We understand not everyone will meet all the above qualifications on day one.
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This listing is sourced directly from GreenLite's careers page and normalized into a canonical job model.