9 months ago
Responsibilities
- Design and ship production agent workflows for permit intake triage, document QA, compliance comments, and code lookup in LiteTable
- Deploy and operate agents on Bedrock AgentCore using Runtime, Gateway, Memory, Identity, Observability, and built-in tools as appropriate
- Build task-level, end-to-end, and regression evaluation suites measuring success rate, cost, latency, and human-handoff rate
- Connect agents to building-code knowledge using RAG and evaluate vector-store options such as S3 Vectors and Pinecone
- Collaborate with Product and Design on agent-first reviewer experiences with citations, diffs, and remediation suggestions
- Build fault-tolerant flows with retries, rollbacks, compensation, observability dashboards, and on-call runbooks
- Create internal agent libraries and templates, mentor engineers, and review designs with architects and code officials
- Help define GreenLite’s long-term data strategy, labeling approach, and reusable patterns for future agents
Requirements
- 7–12+ years of experience shipping high-reliability backend or ML systems
- Deep experience with LangGraph and Strands Agents, including graph orchestration, state, recovery, structured reasoning, and tool use
- Experience integrating MCP clients and servers
- Proficiency with Python or TypeScript, AWS, containers, CI/CD, infrastructure as code, and secure integration patterns
- Hands-on experience with retrieval-augmented generation, document stores, or vector databases
- Experience designing realistic, auditable evaluation testbeds and acceptance tests from real user flows
- Knowledge of policy-driven guardrails, grounding checks, topic or word filters, auditability, and human-in-the-loop controls
- Comfort working with building codes, architectural plan sets, messy PDFs or CAD files, and plan-review workflows
- Nice-to-have familiarity with Bedrock AgentCore Runtime, Memory, Gateway, Identity, Observability, Browser, and Code-Interpreter
- Nice-to-have experience with CrewAI, AutoGen, LlamaIndex, Apryse or similar PDF tooling, geospatial data, or AEC/reg-tech
Benefits
- Competitive compensation and employee equity program
- Performance-based annual bonuses
- Medical, dental, and vision insurance for full-time employees and families
- 401(k) retirement plan
- Generous parental leave
- Monthly wellness stipend and access to Wellhub, Talkspace, and Teladoc
- Weekly catered team lunches in the NYC office
- Company-wide all-hands twice a year
- Regular team-building events
- Unlimited PTO
- Hybrid work environment with four in-office days per week, reduced to three in summer from Memorial Day to Labor Day
Tech Stack
Categories
About GreenLite
GreenLite builds software and services that streamline construction permitting and plan review for developers, retailers, financial institutions, hospitality brands, and commercial builders. Its platform surfaces compliance requirements, tracks jurisdictional status, and provides visibility across projects, while licensed specialists manage permit submissions end to end. Founded in 2022 and headquartered in New York, the company is privately held; named customers include Walgreens, TD Bank, and Driven Brands.