Senior Computer Vision AI Engineer - Construction Platform

MetaProp; United States; On-site; USD 210,000 - 320,000; Full time

Job summary

H2 Corporation is seeking a Staff AI Engineer, Computer Vision to design and build production-grade AI models that automate takeoffs and quoting for construction. You will own senior-level, technically complex work across computer vision and multimodal AI, shaping data strategy and production ML systems.

This role requires hands-on implementation, quick prototyping, and the ability to mentor others while delivering reliable, scalable AI capabilities across the organization.

Responsibilities

• Own the design and delivery of production computer vision and multimodal AI systems for H2’s construction products.
• Lead technical approaches for construction drawing understanding, visual/document intelligence, field data, takeoff, estimating, surveying, and related workflows.
• Evaluate and apply CNNs, Transformers, diffusion models, LLMs, VLMs, segmentation models, detection models, OCR/document AI systems, and other modern architectures where appropriate.
• Define model evaluation strategy, success metrics, benchmarking methods, failure analysis, and quality thresholds for production AI capabilities.
• Build and improve data pipelines, labeling strategies, synthetic data workflows, active learning loops, and feedback systems that improve model quality over time.
• Fine-tune, adapt, and productionize open-source and foundation models while optimizing for accuracy, latency, cost, reliability, and hardware efficiency.
• Partner with product and engineering leaders to turn ambiguous customer problems into technically sound, customer-facing AI capabilities.
• Make clear technical tradeoffs across model quality, user experience, data availability, infrastructure cost, and implementation speed.
• Mentor other engineers, review technical designs, and help establish strong AI engineering practices across the team.

Job description

H2 Corporation is seeking a Staff AI Engineer, Computer Vision to design and build production-grade AI models that automate takeoffs and quoting for construction. You will own senior-level, technically complex work across computer vision and multimodal AI, shaping data strategy and production ML systems.

This role requires hands-on implementation, quick prototyping, and the ability to mentor others while delivering reliable, scalable AI capabilities across the organization.