---
title: 'Senior Full Stack Engineer at Overview Corporation'
canonical: 'https://feeny.ai/job/senior-full-stack-engineer-overview-corporation-taipei-hrk69txz0z0s'
type: 'job'
last_seen: '2026-11-08'
---

# Senior Full Stack Engineer at Overview Corporation

- **Company:** Overview Corporation
- **Location:** Taipei, Taiwan
- **Employment:** full-time
- **Work type:** hybrid
- **Posted:** 2026-11-05
- **Last confirmed live:** 2026-11-08
- **Apply:** https://jobs.ashbyhq.com/overview/5d777141-fc61-403c-a39d-0b11ab93b7de

## Job description

## About the company

[Overview.ai](http://Overview.ai) is transforming manufacturing quality control with 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 enables faster throughput, reduced scrap, and lower inspection costs—without the complexity and expense of traditional vision systems.

## What you'll do

The ideal candidate will have a strong background in software engineering and will develop web interfaces, ensuring the responsiveness of applications. This position will requiring good organizational skills and attention to detail to build the best possible product for our users. As a full stack engineer, this position will also encompass backend python development.

- Be responsible for building, deploying, testing, and maintaining clean user interfaces for our product which manages the full AI data cycle, including capture, labelling, AI training, and operator interfaces
- Work closely with our AI teams to prototype, test, and ship user-facing features, balancing user experience with product & engineering constraints
- Work with technologies like: Typescript, React/Redux for web front end, Python for backend systems, Github, & Docker
- Execute feature changes based on user feedback, recommend and execute improvements

## Who you are

- Over four years of professional experience in full-stack software development.
- Proven track record in designing, developing, and maintaining complex full-stack applications.
- Experience or strong familiarity with the company’s technology stack, including React, TypeScript, Redux, Python, PostgreSQL, and Ant Design.
- Advanced proficiency in front-end development with React and CSS, as well as expertise in Python, database technologies, and Docker containerization.
- Experience developing software for resource-constrained environments such as Raspberry Pi is highly desirable.
- Prior exposure to WebAssembly and sandboxed environments is considered an asset.
- Experience working with low-level hardware such as Linux single-board computers (SBCs) or GPUs is advantageous.
- Previous experience in a startup environment is a plus.
- Strong proficiency in English, both written and verbal, to effectively collaborate in a cross-functional, international team.

## 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

- [Vision Sales Engineer CDMX](https://feeny.ai/job/vision-sales-engineer-cdmx-overview-corporation-cdmx-1m9qqjva5fvc) — CDMX
- [HR & Admin Manager, China](https://feeny.ai/job/hr-admin-manager-china-overview-corporation-shanghai-4ng33583879b) — Shanghai, China
- [Business Development Representative](https://feeny.ai/job/business-development-representative-overview-corporation-remote-v43c5jc16zmw)
- [Applications Engineer, Penang](https://feeny.ai/job/applications-engineer-penang-overview-corporation-penang-kct1dqndxb8s) — Penang, Malaysia
- [Applications Engineer, San Francisco](https://feeny.ai/job/applications-engineer-san-francisco-overview-corporation-san-francisco-ksjjycqzh1xk) — San Francisco, CA
- [Engineering Manager,  Core Platform](https://feeny.ai/job/engineering-manager-core-platform-overview-corporation-taipei-hhtbs7n2tdxp) — Taipei, Taiwan
- [Assistant Application Engineer](https://feeny.ai/job/assistant-application-engineer-overview-corporation-china-m3py5008h668) — China
- [Software Engineering Lead / Engineering Manager](https://feeny.ai/job/software-engineering-lead-engineering-manager-overview-corporation-taipei-tz4rv1xspb9v) — Taipei, Taiwan
- [Global HR Operations & Compliance Lead](https://feeny.ai/job/global-hr-operations-compliance-lead-overview-corporation-remote-vwqmrfgry987)
- [Global HR Operations & Compliance Lead](https://feeny.ai/job/global-hr-operations-compliance-lead-overview-corporation-san-francisco-vdb06362wbpv) — San Francisco, CA