Applied AI Engineer

EagleNew York, NY
10d

About The Position

Eagle is seeking an Applied AI Engineer to build systems that automate the most time-consuming parts of civil engineering. Our goal is unleash civil engineers to focus on design, not documentation. You'll work alongside civil engineers daily, translating real-world infrastructure challenges into production AI solutions for water, transportation, and utility projects.

Requirements

  • 5+ years of experience in software engineering, with 2+ years focused on applied AI/ML
  • Hands-on experience building and deploying LLM-based applications in production
  • Strong Python skills and familiarity with ML frameworks (PyTorch, HuggingFace, etc.)
  • Experience with RAG architectures, prompt engineering, and/or fine-tuning
  • Comfort with ambiguity—you can take a fuzzy problem and figure out what to build

Nice To Haves

  • Experience with computer vision, CAD file formats, or spatial data
  • Background in engineering, AEC, or other technical domains

Responsibilities

  • Collaborate directly with civil engineers to understand domain-specific workflows and translate them into AI-powered tools
  • Build AI systems that automate drafting, calculations, and documentation — freeing engineers to focus on higher-value design work
  • Develop spatial reasoning models that can interpret blueprints and generate preliminary designs for standard infrastructure projects
  • Create agents that synthesize regulatory standards, run modeling simulations, and automate repetitive engineering tasks
  • Integrate LLMs and multimodal models into production workflows that serve real engineering teams
  • Own the full lifecycle — from prototyping and experimentation to deployment and iteration
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