Founding ML Engineer

About Remy Remy is an AI‑powered platform on a mission to modernize construction—starting with the submittal process, one of the industry’s most outdated and painful workflows. We help commercial general contractors streamline approvals, reduce risk, and boost efficiency through intelligent automation. Founded by a former project engineer and backed by top operators, investors, and clients. Remy is building the next generation of construction software: practical, powerful, and purpose‑built for the teams doing real work on the ground. Fueled by strong customer demand, we’re scaling fast and assembling our founding team. This is a rare opportunity to join at the ground floor of a company rooted in construction, re‑imagining what’s possible for the next generation of project teams. What You’ll Do Own and evolve backend and ML‑driven features across our Python‑based services and ML infrastructure. Design, deploy, and fine‑tune machine learning models on GPUs , supporting both training and inference workflows. Work hands‑on with model architecture , including fine‑tuning existing models and iterating on performance and accuracy. Build and integrate ML pipelines into the product, including document processing, PDF parsing, RAG workflows, document intelligence, and automated submittal review. Develop and maintain APIs, data models, and database schemas (PostgreSQL) that support ML‑backed product features. Create and maintain evaluation pipelines to measure model performance and guide supervised training and supervised fine‑tuning. Collaborate closely with Product and Design to translate user and customer feedback into scalable backend and ML solutions. Work directly with customers and internal teams to understand real construction workflows and ensure models perform in production. Write clean, well‑tested code; participate in code reviews, architectural discussions, and best‑practice development. Be an owner: help shape architecture decisions, tooling, and our engineering culture. What We’re Looking For 5+ years of professional experience in backend and/or machine learning engineering; early‑stage or 0-1 startup experience strongly preferred. Strong proficiency in Python and experience building production backend services. Hands‑on experience with PyTorch and/or TensorFlow , including training, fine‑tuning, and deploying models. Experience working with transformer‑based models and modern deep learning architectures. Solid understanding of supervised training and supervised fine‑tuning , including dataset preparation and evaluation. Experience deploying models on GPU infrastructure , with attention to performance and scalability. Experience designing and integrating APIs that support ML‑powered features. Familiarity with deploying services and models in cloud environments (e.g., Google Cloud Run or similar). Experience with LLM workflows, RAG, and NLP systems . Full‑stack awareness —comfortable collaborating across the stack and understanding how backend and ML systems interface with product and UI. Construction tech passion : curious about submittals, workflows, and the on‑site realities of construction teams. Collaborative spirit : excellent communicator, low‑ego, and eager to learn. Why You’ll Love Working at Remy Impact : Your code directly helps GCs reduce rework, accelerate approvals, and deliver projects on time. Hands‑On : We value building relationships with our users and customers; you will be in the trenches with us, listening to our customers and building Remy alongside them. Culture : We honor construction’s grit and resilience—layered with fresh ideas, diverse voices, and a bias for empathy in action. Diversity : We are an inclusive team, driven to expand equity in ownership, leadership and voice for minorities at Remy. Growth : You will learn and grow in a true 0-1 startup, taking extreme ownership. Benefits : Competitive salary + equity, flexible PTO, medical benefits. #J-18808-Ljbffr