
Overview.ai designs and develops industrial inspection systems powered by deep learning and AI vision transformers. Their core product, the OV20i AI Vision System, offers high accuracy for non-obvious defects, boasting ease of use comparable to a vision sensor with the power of a full vision system. It features an integrated NVIDIA GPU for on-device training and complex algorithm execution without programming. The system emphasizes faster time-to-value, reliability in complex environments, and the ability to handle multiple inspections simultaneously. Overview's 'Snap' platform is a software-first approach that integrates with existing factory lines and is compatible with standard cameras and production software, designed to catch manufacturing errors missed by humans or traditional systems, improving efficiency, reducing downtime, and lowering quality costs. The company was founded by former Tesla employees inspired by the need for better data capture and analysis in manufacturing.

Overview.ai designs and develops industrial inspection systems powered by deep learning and AI vision transformers. Their core product, the OV20i AI Vision System, offers high accuracy for non-obvious defects, boasting ease of use comparable to a vision sensor with the power of a full vision system. It features an integrated NVIDIA GPU for on-device training and complex algorithm execution without programming. The system emphasizes faster time-to-value, reliability in complex environments, and the ability to handle multiple inspections simultaneously. Overview's 'Snap' platform is a software-first approach that integrates with existing factory lines and is compatible with standard cameras and production software, designed to catch manufacturing errors missed by humans or traditional systems, improving efficiency, reducing downtime, and lowering quality costs. The company was founded by former Tesla employees inspired by the need for better data capture and analysis in manufacturing.
Core product: OV20i AI Vision System and OV10i/OV80i edge cameras with the Snap software platform
Focus: Industrial AI-powered machine vision for manufacturing quality inspection (edge/on-premise)
Founders: Christopher Van Dyke, Austin Appel, Russell Nibbelink (former Tesla manufacturing leaders)
Founded: 2018
Funding signals: Backed by investors including Y Combinator, Bain Capital Ventures, Blumberg Capital, Alumni Ventures, Castor Ventures
Manufacturing quality inspection and defect detection in automotive, electronics, pharmaceutical, and industrial manufacturing.
2018
Automation Machinery Manufacturing
Multiple rounds listed publicly; Crunchbase shows 2 funding rounds with latest labeled Series A
Latest round labeled Series A; company lists investors including Y Combinator and Bain Capital Ventures among others
“Backed by Y Combinator, Bain Capital Ventures, Blumberg Capital, Alumni Ventures, Castor Ventures, and others”
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We are seeking a Staff Systems Software Engineer with strong Embedded Linux experience to take technical ownership of the OV20i , our NVIDIA Jetson–based edge AI camera. In this role, you will design, build, and maintain the software that powers OV20i—ranging from Python application code and C++ components to Linux system services, networking, containerized applications, and device reliability.
This is a hands-on software engineering role focused on Linux-based product software running on resource-constrained devices. You will not work on MCU firmware or low-level hardware bring-up. Instead, you’ll operate across the OS and application stack, ensuring our cameras are robust, secure, maintainable, and easy to deploy at scale. The work includes full-stack proficiency on the device side—adding new features, fixing bugs, improving stability, and integrating occasional front-end changes. While some UI support is available, testing and validating end-to-end functionality will fall to this role.
As the software engineering owner for the OV20i and the primary technical link between the North America region and the core engineering team, you will help drive the long-term stability and customer-facing evolution of a product widely deployed in the US. You’ll play a crucial role in addressing customer requests, supporting the field team, and ensuring the device’s continued success in a region with a large and growing customer base.
Overview is a 40+person global startup. Our largest concentration of customers is in East Asia and the United States, and our software engineering team is primarily based in Taiwan (English is the working language). You will report to the software team lead in Taipei and may travel to Asia 2–3 times per year. The role is fully remote with up to 20% travel to customer sites in the Midwest and Southeast .
This position is a senior “glue engineer” role —someone who blends embedded Linux depth with strong software engineering skills, field pragmatism, and cross-cultural collaboration. It is a mission-critical hire for OV20i’s stability and for Overview’s expansion in North America.
If you enjoy building real software for real hardware , solving complex debugging challenges, and owning features end-to-end, we would love to speak with you.
What You Will Work On
Qualifications
Nice to Have
Why Overview.ai
Overview provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws.
This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation and training.