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[Remote] Founding AI/ML Engineer

Remote · Colombia Full-time

Note: The job is a remote job and is open to candidates in USA. Product Pulse is seeking a Founding AI/ML Engineer to architect and develop AI-powered workflows for the construction industry. The role focuses on building reliable, production-grade AI systems and involves working on multimodal AI, document intelligence, and agentic workflows.

Responsibilities

  • Build and ship production-grade AI systems used by real customers
  • Design multimodal pipelines for processing drawings, specifications, and construction documents
  • Build agentic workflows that automate pre-construction tasks: document intake, extraction, takeoff support, bid preparation, QA
  • Build and improve retrieval systems, evaluation systems, and orchestration layers
  • Improve model quality, latency, reliability, and cost efficiency Prototype and iterate on customer-facing AI features
  • Own systems end-to-end from experimentation through deployment
  • Help shape engineering culture and technical direction

Skills

  • 6+ years of engineering experience, with at least one prior role at an early-stage high-growth startup
  • Production-grade AI systems shipped to real customers: practical hands-on experience with LLMs, computer vision, segmentation models, or other applied ML systems in production
  • Retrieval systems experience: embeddings, reranking, chunking, source-grounded answers, knowledge bases
  • Agentic workflow experience: tools, APIs, state management, retries, guardrails, observability
  • Strong backend fundamentals: APIs, async jobs, queues, databases, cloud deployment, and monitoring. End-to-end ownership from problem definition through deployment
  • Construction / AEC / glazing / curtain wall / architectural metals personal or professional exposure
  • Multimodal AI, computer vision, or document intelligence / OCR background
  • Prior experience converting human-operated workflows into a product (AI-native services thesis adjacency)
  • Inference optimization or evaluation systems background

Company Overview

  • Product Pulse provides expert Fractional Product Leadership to startups. It was founded in undefined, and is headquartered in Frankfurt, DE, with a workforce of 2-10 employees. Its website is https://www.productpulseconsulting.com/.
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