NLP Engineer - Remote

Overview

At Trunk Tools, we’re the leading AI company revolutionizing construction—the second-largest industry on earth. With deep traction among Fortune 500 general contractors, we have raised $30M from top investors including Redpoint and Innovation Endeavors.

Our mission is to build the future of construction through intelligent automation. Construction is a $13+ trillion industry still operating primarily in analog—and we’re changing that by embedding AI directly into the jobsite.

Founded by builders and technologists (Stanford, MIT), our experienced team has delivered software used by 140,000+ field professionals, impacting millions of users and contributing to $10B+ in built projects. We're deeply rooted in construction, with many of our team coming from the field.

After years of developing the “brain” of construction, we are now deploying AI agents and workflows to automate critical tasks—beginning with intelligent document processing, Q&A capabilities and rapidly expanding across operational processes. We currently have 50+ employees, including 20 engineers, and have doubled our size in the last 12 months. We’re continuing to grow rapidly as we launch and scale multiple AI agents this year.

In Short

• Enhance our search capabilities through advanced NLP techniques
• Process and analyze a diverse set of documents including text, tables and images
• Design and implement entity extraction and text classification systems
• Identify and model relationships between entities within and across different document types
• Design and implement an efficient indexing structure to enable accurate and fast search capabilities
• Design and conduct experiments to evaluate and improve NLP model performance
• Develop and maintain language models tailored to the construction industry domain

Requirements

• MS/PhD in Computer Science, Computational Linguistics, Information Retrieval or a related field
• 2+ years of experience in NLP, with a focus on building production-ready systems
• Proficiency in Python, ML and experience with NLP libraries such as NLTK, spaCy, or Hugging Face Transformers
• Strong experience with information retrieval and search technologies, such as elasticsearch, graph databases, or vector embeddings
• Familiarity with LLM-based applications and RAG systems in real-world scenarios
• Interest in the construction industry
• Bonus: Experience with training or fine-tuning proprietary algorithms
• Bonus: Experience with developing complex agentic LLM applications

Benefits

• A close-knit and collaborative early-stage startup environment where every voice is heard and every opinion matters
• Competitive salary and stock option equity packages
• 3 Medical Plans to choose from including 100% covered option. Plus Dental and Vision Insurance!
• Learning & Growth stipend
• Flexible long-term work options (remote and hybrid)
• Free lunch provided in the office in NYC and Austin - you’ll never go hungry with us!
• Unlimited PTO; We truly believe in work-life balance and that hard work should be balanced with time for rest and rejuvenation
• IRL / In-Person retreats throughout the year