Overview AI
Overview AI
Overview AI dezvoltă sisteme industriale de viziune artificială pentru inspecția automatizată în producție. Camerele sale de calcul la marginea rețelei combină GPU-uri NVIDIA integrate cu software de învățare profundă pentru detectarea, clasificarea și segmentarea defectelor. Gama de produse include camerele inteligente OV10i și OV20i și sistemul de înaltă rezoluție OV80i. Producătorii din industria auto, electronică, farmaceutică și aerospațială folosesc sistemele pentru a inspecta produsele la fața locului, a se conecta la protocoale industriale precum Ethernet/IP, Profinet, Modbus și OPC-UA și a gestiona reantrenarea modelelor, analiza datelor și automatizarea. Instrumentele Overview AI facilitează implementarea rapidă și antrenarea modelelor cu date limitate prin transfer de învățare și augmentarea datelor.

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.

Descriere

  • 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

Cerințe

  • 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

Beneficii

  • 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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