AI Senior Engineer (Vision)
Core
Building pipelines to extract complex data from visual documents (PDFs, charts) using Vision-Language Models and orchestrating that data with Large Language Models for end-to-end software development.
Role type
Senior IC AI Engineer (Vision & Orchestration)
Builds
Document intelligence pipelines, agent chains, and layout analysis systems for financial/real estate data.
Domain
Applied AI, Computer Vision, Document Intelligence
Deliverable
production ML models | product features
Required skills
Vision-Language Models (GPT-4V, Claude 3.5), LangChain/LangGraph, PDF processing (PyMuPDF, pdfplumber), Python ML stack (PyTorch/TensorFlow), Prompt Engineering, Cost optimization
Preferred skills
Fine-tuning vision/language models, Domain knowledge in Real Estate or Finance
Technologies
GPT-4V, Claude 3.5, LangChain, LangGraph, PyMuPDF, pdfplumber, Unstructured.io, Docling, PyTorch, TensorFlow
Responsibilities
Building pipelines to read complex documents and understand layout/charts; Orchestrating application logic layers using LangChain/LangGraph; Handling native PDF processing to preserve structure; Crafting complex prompts to ensure accurate model interpretation; Applying cost-optimization strategies for vision and orchestration layers
Seniority
Senior, hands-on IC
