Overview AI
Overview AI
11 – 50 Employees
ConsultingHardwareLogistics
Overview AI develops industrial machine vision systems for automated inspection in manufacturing. Its edge computing cameras combine on-device NVIDIA GPUs with software for deep learning defect detection, classification, and segmentation. The product range includes OV10i and OV20i smart cameras and the high-resolution OV80i system. Manufacturers in automotive, electronics, pharmaceutical, and aerospace use the systems to inspect products on site, connect with industrial protocols such as Ethernet/IP, Profinet, Modbus, and OPC-UA, and manage model retraining, analytics, and automation. Overview AI’s tools support rapid deployment and model training with limited data through transfer learning and augmentation.

Senior Full-Stack Engineer, Generative AI Web Tools

Build React, TypeScript, and Python generative AI tools for Overview AI’s manufacturing vision platform. Develop LLM assistants, synthetic data tools, and edge AI integrations.

Description

  • Create LLM-powered tools such as AI copilots, expert assistants, synthetic training data generators, and agent workflow builders
  • Lead web tools from React and TypeScript interfaces through Python backends and APIs
  • Develop customer products and internal utilities, including optics calculators, recipe analysis, and log and telemetry tools
  • Prototype tools quickly, launch them to users, and refine them using real-world feedback
  • Integrate tools with edge AI systems, including camera fleets, inference outputs, recipes, and firmware
  • Maintain strong performance, reliability, and user experience across customer and internal tools

Requirements

  • At least four years of experience building full-stack web applications
  • Demonstrated ability to deliver products end to end at Senior or Staff level
  • Strong command of React and TypeScript
  • Strong command of Python for backend services, APIs, and data or tooling work
  • Experience developing generative AI features using LLM APIs, prompt engineering, RAG, or agent workflows, or a strong interest and demonstrated aptitude in this area
  • A product-focused approach and ability to take tools from idea to launch without detailed specifications
  • Professional experience using AI agent tools to design solutions and solve difficult problems efficiently, or a strong interest in doing so
  • Preferred: Experience with RAG infrastructure, vector databases, or agent orchestration frameworks
  • Preferred: Experience with Node-based flow builder interfaces, data visualization, or design systems
  • Preferred: Familiarity with computer vision, manufacturing, or industrial automation
  • Preferred: Experience with Docker and cloud deployment

Benefits

  • High autonomy and minimal bureaucracy
  • Influence over the tools, technology stack, and product development approach
  • Build and launch generative AI products used by manufacturers
  • AI-enabled workplace focused on effective output rather than hours worked
  • Room to grow at a fast-growing, fast-moving, profitable startup

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