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Ambush

AI Engineer, Computer Vision

Ambush

. Improve geometry extraction from floor plans and land plots using Evision (OpenCV for Elixir) combined with OCR .

Posted 10/18/2026full-timeRemote • BrazilMid-LevelSeniorWebsite

Core Competencies

Role fit
Core Competencies

Use this summary to align your resume positioning with the role.

Demonstrates expertise in Computer Vision and OCR, with a strong focus on building and scaling LLM solutions for data extraction from unstructured documents. Proficient in connecting visual data with tools like PostGIS and vector databases.

Highest-signal resume keywords
Computer VisionOCRRetrieval-Augmented Generation (RAG)Large Language Models (LLMs)PostGIS

ATS Keywords

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Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills
Geometry ExtractionData StructuringProblem SolvingMachine LearningElixir
Soft Skills
Complex Problem SolvingProfessional English Proficiency
Tools & Technologies
EvisionVector DatabasesEmbeddings
Industry Keywords
Unstructured DataRecommendation Funnel

Tech Stack

Tools & technologies
ElixirPostGIS

About the role

Key responsibilities & impact
  • Improve geometry extraction from floor plans and land plots using Evision (OpenCV for Elixir) combined with OCR
  • Build and scale LLM solutions to extract and structure information from diverse documents, including inclusion lists, builder profiles, and facades
  • Ensure extracted intelligence feeds the recommendation funnel
  • Connect visual data with tools such as PostGIS and vector databases

Requirements

What you’ll need
  • Solid, hands-on experience with Computer Vision and OCR
  • Real-world experience with RAG (Retrieval-Augmented Generation) and using LLMs for data extraction
  • Proven ability to solve complex problems while dealing with highly unstructured data
  • Senior-level experience
  • Familiarity with Machine Learning, Elixir, vector databases, embeddings, or PostGIS is a plus
  • English proficiency sufficient for professional situations
  • Based in Brazil

Benefits

Comp & perks
  • People-first company culture
  • Supportive, trusted, and empowering work environment
  • Team collaboration and mutual support
  • Meaningful products and lasting partnerships
  • Long-term mindset and meaningful long-term outcomes