Founding Software Engineer - AI & Operations (Full-Stack)
UNITED CONCRETE INC
Wallingford, CT, United States
3 months ago
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Role details
Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Experienced
Experience required
3 years minimum
Working hours
Regular working hours
Job source
Tech stack
Artificial Intelligence
Routing
Procurement Software
Large Language Models
Front End Software Development
Api Management
Job description
- We recently caught a $6,000 forklift parts invoice that a 5-minute manual price check found for half the cost. We want an OCR + LLM pipeline that catches every one of those automatically.
- We have 10+ years of sales history and no forecasting. Every busy season, high-demand products stock out. You’ll build the model that flags shortfalls before they happen.
- A heater once ran all winter and nobody noticed until the bill review - years later. You’ll build anomaly detection on energy and utility data so that never happens again.
- Direct P&L impact. Your code will save real money, measurably, within months - not “improve engagement metrics.”
- You’ll work across the whole business: production scheduling, dispatch and truck routing (including oversized loads), job cost accounting, predictive maintenance, procurement, and compliance.
What you’ll build (first 12-18 months)
- AI invoice auditing - OCR + LLM pipeline that extracts line items from scanned vendor invoices and checks them against market pricing, with human review where errors are costly
- Demand forecasting - ML/time-series models on a decade of sales data, cross-referenced with mold inventory, to recommend what to pour next
- Unified inventory & job costing - one system for raw materials, finished goods, labor hours, and purchases tied to specific jobs
- Route & load planning - truck routing by weight capacity, trailer selection for over-weight/over-width loads, freight costs flowing into job cost sheets
- Predictive maintenance - evaluate our existing MaintainX deployment (keep it, replace it, or integrate it - your call), then use maintenance history to flag high-wear parts before they fail
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Compliance & alerts - fleet registrations, insurance, inspections, and real-time shipping/receiving notifications, Bonus points: manufacturing/logistics/construction software, route optimization or constraint problems, anomaly detection on time-series data, AI-assisted procurement tools. You’re probably not a fit if
- You want a large engineering org, a defined career ladder, and someone else deciding the architecture
- You need a product manager between you and your users
- You’re only interested in fully remote work
Requirements
- 3+ years of professional engineering experience, including at least one production system you owned end-to-end (data model API UI)
- Strong full-stack fundamentals: a modern backend language, solid SQL/relational design, and a modern frontend framework - we care more about judgment than any specific stack
- You’ve shipped LLM API integrations into production (OpenAI, Anthropic, etc.) - structured, task-specific automation, not chatbot demos
- You’ve worked with OCR / document extraction and turned messy scans into clean, queryable data
- You know when a simple regression beats a fancy model - and when AI doesn’t earn its complexity
- You use AI coding assistants (Claude Code, Copilot) daily and ship faster because of it
- You genuinely enjoy sitting down with a dispatcher or plant manager, understanding their manual process, and turning it into software they actually adopt
- You’re self-directed and comfortable being the first engineer
Benefits & conditions
Pulled from the full job description Health insurance 401(k) matching Dental insurance Paid holidays 401(k) 10% Match, * Paid Vacation
- Paid Holidays and Sick Time
- Company 401K 10% Match
- Group Medical and Dental
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