ML/AI Engineer | Procore Global Negotiation Guide
Negotiation DNA: RSU + Bonus | Construction Management Platform | ~$12B Market Cap (Public: PCOR) | Carpinteria CA | CONSTRUCTION AI PREMIUM
| Region | Base Salary | Stock (RSU/4yr) | Bonus | Total Comp |
|---|---|---|---|---|
| Carpinteria / Bay Area | $158K–$218K | $78K–$210K | 10–15% | $205K–$338K |
| Remote US | $145K–$205K | $65K–$192K | 10–15% | $185K–$312K |
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Procore ML/AI Engineers build machine learning models for construction project prediction — cost forecasting, schedule risk assessment, safety incident prediction, quality inspection automation, and resource optimization. [Source: Procore ML/AI Comp 2025-2026]
Level Mapping: Procore ML/AI (IC2-IC4) = Autodesk Construction ML = Google L3-L5 ML
Construction AI — The Project Intelligence Premium
As an ML/AI Engineer, you build models predicting construction project outcomes. "As an ML/AI Engineer, I build predictive models for construction — cost forecasting, safety prediction, and quality inspection automation."
Global Levers
- Construction Prediction ML: "I build models predicting project costs, schedule risks, and safety incidents — AI capabilities that transform how construction projects are managed."
- ~$12B Market Cap — AI Differentiation: "Procore's competitive advantage depends on AI-powered construction intelligence."
- Computer Vision for Construction: "I build computer vision models for automated safety inspection and progress tracking on construction sites."
- ConTech ML Competition: "Autodesk Construction Cloud competes for ML engineers with construction AI expertise."
Negotiate Up Strategy: "I'm targeting $212K base and $198K RSUs over 4 years with 15% bonus for this ML/AI Engineer role. I build predictive models for construction — cost forecasting, safety prediction, and quality inspection AI. I have competing offers from [Autodesk at $325K TC / Google at $342K TC]." Accept at $180K+ base and $155K+ RSUs.
Evidence & Sources
- [Procore ~$12B Market Cap — Construction AI]
- [Procore ML/AI Comp — Levels.fyi 2025-2026]
- [Procore Construction AI — Predictive Analytics]
- [Procore vs Autodesk — ML Engineer Competition]
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