---
title: 'Senior Full Stack Engineer, GenAI & Web Tools at Overview Corporation'
canonical: 'https://feeny.ai/job/senior-full-stack-engineer-genai-web-tools-overview-corporation-taipei-63a04gdy6jjr'
type: 'job'
last_seen: '2026-09-13'
---

# Senior Full Stack Engineer, GenAI & Web Tools at Overview Corporation

- **Company:** Overview Corporation
- **Location:** Taipei, Taiwan
- **Employment:** full-time
- **Work type:** hybrid
- **Posted:** 2026-07-17
- **Last confirmed live:** 2026-09-13
- **Apply:** https://jobs.ashbyhq.com/overview/07661759-6665-49dc-af13-35b7af01afa8

## Job description

## About the company

[Overview.ai](http://Overview.ai) is transforming manufacturing quality control with an advanced edge-enabled AI vision system that combines cutting-edge deep learning with ease of use and quick setup. Our system handles a wide array of inspection tasks—from subtle assembly verification to defect detection and orientation checks—delivering real-time, high-accuracy inspections that seamlessly integrate into existing production lines. Trusted by leading manufacturers like Ford, Honda, Toyota, SpaceX, Milliken, and Flex-N-Gate, our cameras enable faster throughput, reduced scrap, and lower inspection costs—without the complexity and expense of traditional vision systems.

## About the role

We are seeking a Senior Full-Stack Engineer to build the web tools and GenAI applications that turn our edge-AI vision platform into products people use every day—both the customer-facing tool suite and the internal tooling that lets our teams move faster. This is a hands-on, full-stack role. You'll own tools end-to-end, from a React/TypeScript interface down to the Python services behind it, and you'll be building on the frontier: LLM-powered assistants, synthetic data generation, and agent-style workflow builders that sit on top of our vision system. Think products like Auto-Defect Creator Studio, and Device Management Platform—plus the utilities that make the platform easier to run. You'll operate with high autonomy in a small, fast team: you pick the approach, ship quickly, and iterate with real users.

## What you'll do

GenAI Application Development: Design and build LLM-powered tools—AI copilots and expert assistants (documentation search, guided consultation), synthetic training-data generation, and agent-style flow builders—that make our vision platform smarter and easier to use.

Full-Stack Web Tools: Own web tools end-to-end, from React/TypeScript frontends to Python backends and APIs, spanning both customer-facing products and internal utilities (e.g., optics calculators, recipe analysis, log/telemetry tooling).

0→1 Product Building: Rapidly prototype new tools, get them in front of users, and iterate. You'll turn rough ideas into shipped products, then sharpen them based on real usage.

Platform Integration: Connect the tools to our edge-AI stack—camera fleet, inference outputs, recipes, and firmware—so they work against real inspection data, not toy examples.

Quality & Craft: Sweat performance, reliability, and UX. These tools are how customers and colleagues experience Overview; they should feel fast, clear, and trustworthy.

## What we're looking for

- 4+ years building full-stack web applications, with a proven track record of shipping products end-to-end at a Senior or Staff level.
- Strong proficiency in React and TypeScript for building modern, polished web interfaces.
- Strong proficiency in Python for backend services, APIs, and data/tooling work.
- Experience building LLM-powered / GenAI product features—calling LLM APIs, prompt engineering, RAG, or agent workflows—or a strong passion and demonstrated aptitude for it.
- A product mindset: you care about the user, make good judgment calls under ambiguity, and can drive a tool from idea to shipped without a detailed spec.
- Professional experience with (or a strong passion for) using AI agent tools to architect solutions and solve difficult problems efficiently.

## Nice to have

- Hands-on experience with RAG infrastructure, vector databases, or agent-orchestration frameworks.
- Experience with node-based / flow-builder UIs (e.g., React Flow), data visualization, or design systems.
- Familiarity with computer vision, manufacturing, or industrial automation domains.
- Docker and cloud deployment experience.

## Why join

- High Agency, Zero Bureaucracy: You come in as a senior builder, not a ticket-taker. You define the tools, pick the stack, and decide how they get built. We hire smart people and get out of their way.
- Build on the Frontier: GenAI is core to what we're building, not a bolt-on. You'll ship real LLM-powered products to real manufacturers—and see them used on the factory floor.
- Work Smarter, Not Harder: We don't just build AI; we use it. If you can lean on an AI agent to automate the grunt work, we'll high-five you, not ask why you aren't typing. We measure leverage, not hours.
- Growth: Join a fast-growing, fast-moving, and profitable startup.

## About Overview Corporation

## Company Overview
- **One-liner**: Overview Corporation builds AI-powered vision systems for automated defect detection and quality inspection in manufacturing.
- **Entity Type**: Private (Startup; Y Combinator W19 batch)
- **Headquarters**: San Francisco, California, USA
- **Founded**: 2019
- **Founders**: Russell Nibbelink, Austin Appel, Xiaoyang Kao

## Core Business
- Primary industry/industries: Industrial AI, Computer Vision, Manufacturing Quality Control, Industrial Automation
- Target customers: B2B – Enterprise manufacturers across automotive, pharmaceutical packaging, electronics, and general industrial sectors
- Mission or purpose statement: "Catch every manufacturing defect in the world"

## Products & Services
- **OVX Inspection Platform**: AI-based quality inspection platform that runs entirely on edge devices, using advanced data augmentation to reduce sample requirements by 10x and training models in under one hour with as few as five images.
- **OV10i AI Vision Sensor**: Compact, smart camera with on-device AI training and inference, local browser-based configuration, and a 3–6 month typical payback cycle.
- **OV20i AI Vision Sensor**: Mid-range AI vision sensor with 200K+ production images storage, on-device training, and connectivity through all major PLC protocols (EtherNet/IP, Profinet, Modbus, OPC-UA, MQTT, HTTP, RS232, Discrete I/O).
- **OV80i High Performance AI Vision System**: GPU-powered high-accuracy edge system (NVIDIA GPU in every unit) for the most demanding inspection tasks, using vision-transformer-based models.

## Market Standing
- **Valuation/Market Cap**: Not publicly available (private company)
- **Key Metric**: Total team of 50+ members, deployed across 30+ cities in 10 countries and 5 continents
- **Notable Investors/Partners**: Y Combinator (Winter 2019 batch); founding team members include former Tesla manufacturing leaders; Forbes 30 Under 30 recognition for the three co-founders
- **Growth Signals**: Rapid global expansion with local teams across 30 cities in 10 countries; deployed in demanding factory environments (automotive connectors, pharmaceutical packaging); achieving 100% defect coverage with 50% reduction in inspection costs and 75% reduction in rework; 0% defect escape rate reported

## Competitive Advantages
- **100% Edge computing** – No cloud dependency, production data never leaves the factory floor, addressing critical security and latency requirements
- **Rapid deployment** – Models trained in under one hour with as few as five images; deploy production systems in hours, not months
- **Hardware + Software integration** – Smart cameras with embedded NVIDIA GPUs and pre-loaded AI software, eliminating need for external compute
- **Open platform** – Compatible with every major PLC protocol, enabling seamless integration into existing factory infrastructure
- **Founding team pedigree** – Deep domain expertise from scaling production and quality systems in demanding factories, including Tesla

## Strategic Focus
- Continue global expansion into new geographies and manufacturing verticals
- Deepen edge AI capabilities for real-time, continuous inference in harsh factory environments
- Shorten time-to-ROI for customers (current target: 3–6 months payback)
- Scale team globally with engineering, science, and field operations talent

## Why Work Here
- **Real-world impact**: Code runs on real production lines 24/7 catching real defects, with metrics tracked in defects caught and scrap reduction, not research benchmarks
- **End-to-end ownership**: Engineers own problems from customer scoping through factory deployment and ongoing monitoring – no product manager layer
- **Ship fast, ship often**: Startup tempo with manufacturing rigor; work hits production lines within weeks
- **Global, remote-friendly culture**: Distributed teams across San Francisco, Austin, Mexico City, São Paulo, Zurich, Taipei, Shanghai and more; work asynchronously across time zones
- **Competitive compensation**: Salary, equity, comprehensive health insurance, 401(k), and generous PTO
- **Learning & growth**: Work alongside former Tesla, Apple, and top-tier manufacturing engineers; sponsorship for conferences, courses, and certifications
- **Solve hard problems**: Real-time AI inference, edge computing, multi-camera systems inspecting thousands of parts per minute in noisy, vibrating factory environments
- **Engineering-first culture**: Small teams, big ownership, direct customer impact

## Sources
1. [overview.ai – Company page](https://www.overview.ai/company/)
2. [overview.ai – Homepage](https://www.overview.ai/)
3. [overview.ai – Careers page](https://www.overview.ai/company/careers/)
4. [Y Combinator – Overview profile](https://www.ycombinator.com/companies/overview)
5. [Ashby – Overview careers page](https://jobs.ashbyhq.com/overview)

## Other roles at Overview Corporation

- [Junior IIOT Engineer, Shanghai](https://feeny.ai/job/junior-iiot-engineer-shanghai-overview-corporation-shanghai-cedzgsnabx38) — Shanghai, China
- [Application Engineer, Bac Ninh](https://feeny.ai/job/application-engineer-bac-ninh-overview-corporation-bac-ninh-wse47r3tnpty) — Bac Ninh
- [Application Engineer, Taichung](https://feeny.ai/job/application-engineer-taichung-overview-corporation-taichung-41m0x2ba3v04) — Taichung, Taiwan
- [Senior Field Engineer(Controls)](https://feeny.ai/job/senior-field-engineer-controls-overview-corporation-haiyan-sr3k54j7bmjm) — Haiyan
- [Applications Manager](https://feeny.ai/job/applications-manager-overview-corporation-shanghai-3sgyb3px0mz1) — Shanghai, China
- [Technical Sales Engineer](https://feeny.ai/job/technical-sales-engineer-overview-corporation-shenzhen-695jzn4sk76x) — Shenzhen, China
- [Applications Manager](https://feeny.ai/job/applications-manager-overview-corporation-china-28fvcgq177ty) — China
- [Applications Manager](https://feeny.ai/job/applications-manager-overview-corporation-chengdu-7jkn8kxg0v2h) — Chengdu
- [Marketing Executive](https://feeny.ai/job/marketing-executive-overview-corporation-san-francisco-h6fqpdg1zmfn) — San Francisco, CA
- [Applications Manager, Bac Ninh](https://feeny.ai/job/applications-manager-bac-ninh-overview-corporation-bac-ninh-jhjgp7wp6214) — Bac Ninh