Senior AI Engineer, Computer Vision for Construction

MetaProp; Earth (TX); On-site; USD 180,000 - 240,000; Full time

Job summary

H2 Corporation in the United States is seeking a Staff AI Engineer, Computer Vision to design and deliver production CV and multimodal AI systems for construction takeoffs and quoting workflows. You will own senior-level technical work across computer vision, model evaluation, data strategy, and production ML.

Collaborate with product and engineering, mentor engineers, define evaluation strategies, and optimize for accuracy, latency, and cost while advancing in-house AI capabilities.

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 in the United States is seeking a Staff AI Engineer, Computer Vision to design and deliver production CV and multimodal AI systems for construction takeoffs and quoting workflows. You will own senior-level technical work across computer vision, model evaluation, data strategy, and production ML.

Collaborate with product and engineering, mentor engineers, define evaluation strategies, and optimize for accuracy, latency, and cost while advancing in-house AI capabilities.