We’re looking for a Machine Learning Engineer who’s ready to roll up their sleeves and take on some of the most ambitious AI challenges in construction. You’ll be expected to independently drive model development—from early experimentation to deployment and monitoring. This role is perfect for someone who is self-directed, impact-driven, and thrives in fast-paced, unstructured environments. You’ll need a builder’s mentality—practical, creative, and relentless in pursuit of great solutions.This isn’t a role where you’ll just tune hyperparameters. You’ll be solving real-world problems that don’t come with clean benchmarks or clear paths. If you bring a tenacious desire for excellence and a mindset focused on solving problems (not just using cool tech), we’d love to meet you.Here’s what you’ll be doing:- Build and deploy machine learning models from scratch, from experimentation to production- Develop computer vision and deep learning models to analyze architectural drawings- Research and apply LLM techniques for text-based tasks (in-context learning, prompt engineering, fine-tuning)- Operate and monitor ML systems in production to ensure stability and accuracy- Prototype and derisk uncertain tasks with creative, pragmatic approaches- Collaborate with the team to integrate ML into customer-facing featuresWhat we’re looking for — Must-Haves:- Startup experience—working in fast-paced, agile teams- 5+ years of hands-on experience in computer vision and deep learning techniques- Python proficiency, with strong coding fundamentals- Expertise in PyTorch and OpenCV- End to end experience working with text based models and familiarity with in-context learning, automated prompt engineering, and fine-tuning.- Hands-on experience with CNNs, ViTs, Transformers, RCNNs, and LLMs- Proven ability to build, deploy, and monitor ML systems in production- Comfortable tackling unstructured problems with creative solutionsNice-to-Haves:- SaaS/B2B product experience—delivering real customer value- Product experienceWhat’s in it for you:- A chance to build cutting-edge AI that’s transforming the construction industry- Full-lifecycle ownership of your models—from research to real-world deployment- A startup environment where your work directly drives product innovation and customer impact- Full-time remote position (bonus if you’re based in Austin or NYC!)- Competitive salary and equity grant