
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…

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…
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”
About Overview.ai Overview.ai is bringing the cutting edge of AI computer vision to manufacturing—solving inspection problems that were previously not solvable with traditional machine vision. We’re a full-stack company: we deploy GPU-powered cameras on production lines, run inference on the edge, and operate a platform that supports large fleets of devices deployed across the world.
We’re growing extremely fast. Our customers love the product because it works —high accuracy, fast deployment, and an operator-friendly experience that makes real factory rollouts possible (not just pilots).
This role is for a : someone who can look at a machine design and immediately see what will work, what will fail, and what will create headaches six months later. You will own the of our camera + lens + lighting into automation machines, review CAD, guide machine builders, and ensure deployments are robust, serviceable, and scalable.
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You are still an Overview.ai applications engineer—meaning you’ll be on-site, you’ll solve real production problems, and you’ll make sure the system delivers value every day.
Why this role is exciting
What You’ll Own Mechanical integration
Own the mechanical integration of camera + lens + lighting into customer automation machines:
mounting design, stability, alignment, adjustability, service access, environmental protection, cable routing/strain relief
Review machine builder CAD (2D/3D) and sign off on designs that meet Overview.ai integration standards.
Provide direct, practical feedback to machine builders to improve designs before metal is cut:
reduce vibration sensitivity, protect optics, ensure repeatable alignment, avoid thermal drift, improve maintainability
Specify integration requirements and best practices:
mounting interfaces, bracket designs, tolerances, datum strategy, access clearances, protective enclosures, contamination management
Anticipate long-term failure modes and design them out:
loosening fasteners, wear points, cable fatigue, lens contamination, shock/vibration, misalignment, fixture flex
Own commissioning readiness: ensure mechanical design supports stable triggering, repeatable imaging, and rapid service.
Field applications engineering (production outcomes)
Support new line deployments and maintain/optimize systems already installed at customer sites.
Diagnose issues that look “AI” but are actually mechanical/system integration problems:
intermittent image quality, drift over time, vibration blur, occlusion, part presentation variability, contamination
Train customer teams and machine builders on integration best practices and basic troubleshooting.
Document field learnings and turn them into repeatable standards, checklists, and reference designs.
Required Who you are
Strong mechanical/systems integration background in automation equipment or industrial machines
Ability to read and review machine design CAD and provide actionable design feedback (SolidWorks/Creo/AutoCAD or similar)
Experience integrating components into machines with attention to:
tolerances, alignment, vibration, serviceability, cabling, environmental protection, repeatability
Comfort in factory environments: commissioning, troubleshooting, and working hands-on
Mandarin fluency (native or near-native)
Working English for technical collaboration with global teams
High ownership mindset: you take problems personally and drive them to closure
Strong preferences
Why Overview.ai (why top candidates join)