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FilmoreAI is the intelligence layer for the construction equipment industry a multi-hundred-billion-dollar economy where dealers manage every stage of the machine lifecycle (acquisition, financing, utilization, service, trade-in, disposition) on data that lives in a dozen disconnected systems and a thousand reps' heads.
We're building the data and AI system that fixes that.
We’re building equipment domain specific reasoning using a propietary ontology that connects ERP work orders, CRM opportunities, OEM telematics, UCC filings, auction results, and DMS transactions into a single canonical model of every machine, every customer, every dealer interaction across the lifecycle.
Aftermarket, where dealers earn the majority of their profit on tribal knowledge is where the data is messiest and the leverage is highest, so it's where we lead.
The data system is the product.
We parse public information across all 50 states including UCC liens, construction projects, contractors, and early land development.
We normalize telematics across OEM standards.
We resolve entities across systems that have never spoken to each other.
Pipeline operations & data quality.
Run the daily and weekly heartbeat of the data system.
Monitor 50+ scrapers across UCC vendors, county registries, permit systems, telematics feeds, and enrichment APIs.
Triage failures fast rate limit vs. schema drift vs. expired credential vs. real bug and route accordingly.
Maintain quality gates and dashboards.
Catch silent failures (status=‘success’ with 0 rows loaded) before an engineer or a dealer does.
Data acquisition & county outreach.
Expand coverage by getting data we can’t scrape.
Call county clerks and recorders to negotiate UCC filing access FTPs, bulk exports, secretary-of-state portals.
Manage vendor relationships (Accutrend, Info Evolution, Shovels) and the credential and renewal calendar.
Document every source what, where, who, cost, refresh cadence so the team trusts the inventory without asking.
You are the human interface to the parts of the system that aren’t APIs yet.
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Analysis & dealer-facing signals.
Translate raw data into answers.
Run ad-hoc SQL against Supabase Postgres to answer the questions reps and the founder ask: which counties spiked this week, which contractors are expanding, which UCC filings landed against which dealers’ customers, which leads scored above threshold.
Run the lead-quality QA loop so the platform doesn’t ship junk to reps.
Pull samples, eyeball them, and write the one-paragraph explanation a sales manager will actually read.
Python, Playwright, public APIs; Airbyte + custom Python connectors; BigQuery (warehouse) Cloud SQL Postgres with pgvector
Model Router across Claude, GPT, Gemini; LangGraph for agent workflows; internal MCP tool registry; Postgres action ledger
GCP Cloud Run, Temporal Cloud (orchestration + human-in-the-loop), Python + FastAPI, Terraform, GitHub Actions, Secret Manager
Twilio (SMS), native CRM APIs, Retool on BigQuery; Datadog, LangSmith
Full Time, Contract
Mid Level
Hybrid
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