Remy
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platform on a mission to modernize construction—starting with the submittal process, one of the industry's most outdated and painful workflows.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.
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 (without owning frontend development).
- 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, we are driven to expand equity in ownership, leadership and voice for minorities at Remy. We believe that diversity in experience, education and thought helps foster creativity and innovation, allowing us to build a uniquely strong product and team culture 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.
How to Apply
Ready to build the future of construction tech with us? Please send your resume and a quick note about:
- A project you’re proud of (GitHub link or code sample encouraged)
- Why Remy’s mission resonates with you
Reach out to us at [email protected]
We can’t wait to meet you! 🚀
Why Remy & Construction Tech?
Remy is reinventing one of the most painful, outdated workflows in commercial construction: submittal review and compliance.
Just as TurboTax transformed tax documents and Notion reinvented documentation, Remy is bringing intelligent automation to a process that has barely changed in decades.
Today, project teams still dig through thousand-page spec books, flip between CSI sections, mark up PDFs manually, and chase down missing information across inboxes and submittal logs. It’s slow, error-prone, expensive—and it stretches already overworked project engineers to the limit.
Remy is changing that.
We’re the first AI-powered Submittal Intelligence Platform built specifically for commercial general contractors. Remy reads construction specs, drawings understands requirements, flags compliance issues automatically, and helps teams approve submittals in a fraction of the time.
Instead of drowning in PDFs, email chains, and manual checklists, project teams can rely on Remy to ensure accuracy, speed, and quality—every time. The result?
- Faster approvals
- Fewer compliance misses
- Stronger relationships with subs and design teams
- Women and men in construction getting hours of their lives back each week
Remy isn’t just digitizing a workflow—it’s creating a new category for the industry: Submittal Intelligence and Automated Compliance.
We’re a venture-backed SaaS company with growing adoption among ENR Top 400 contractors, and demand is accelerating quickly.
Some highlights:
- Trusted by top GCs. We’re already supporting submittal review on major commercial projects across the U.S.
- Rapid growth. Customer usage and platform adoption continue to grow quarter over quarter.
- Mission-critical work. Our customers rely on Remy to support major education, data center, life science, and hospitality projects.
The construction industry is entering a new era of digitization—and Remy is building the intelligent foundation for how project teams manage quality, compliance, and documentation for the next 100 years.🚀
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.
- Industry
- Construction & Engineering
ML Engineer