Overview
AI vision sensors for manufacturing
Full Stack Engineer
About the role
Company Overview
Overview.ai is a leading innovator in next-generation computer vision technology for complex manufacturing. Our smart camera is revolutionizing manufacturing efficiency and quality, backed by top-tier investors. This is an opportunity to join a team that’s not only impacting the industrial vision technology sector but also shaping global manufacturing standards.
Job Description
We are seeking a detail-oriented and experienced Full Stack Engineer to join our team. The ideal candidate will be responsible for designing and building production software for an embedded AI camera product.
At Overview, you would be working on problems such as:
1. Solving customer problems that span the true full stack, from the frontend to the backend
to flipping bits in low-level hardware.
2. Leveraging new web technologies to run transformer models in the browser.
3. Deploying and optimizing the state-of-the-art AI at the edge for mission-critical
applications on the NVIDIA Jetson.
If working on these problems excite you, we would love to talk to you!
Responsibilities
- Design and develop high-impact features that span across the web platform, from
frontend to backend, running on the Nvidia Jetson platform. - Develop clean interfaces to let our customers easily train, develop, and deploy their AI models.
- Tackle performance and optimization problems, such as with latency-critical rendering or on-hardware memory management.
Develop interfaces with on-device hardware and communication, such as camera sensor access, network interfaces, and external factory systems.
Collaborate with engineers, product managers, and customer support teams to deliver customer-facing solutions.
Qualifications
- 3-5 years of experience in software engineering with a proven track record of writing
production code. - Deep knowledge in front-end and back-end technologies, such as Typescript, React,
Node.js, Python, Flask, and SQL. - Experience with performance optimization for the frontend, backend, and/or embedded systems.
- Seeks to iterate on new products based on customer feedback.
- Strong analytical and problem-solving skills.
- Excellent communication and teamwork abilities.
Preferred Qualifications
- Experience working with realtime systems.
- Strong experience and familiarity with a Linux embedded system or developing products for a resource-constrained environment.
About Overview
Overview is a company that takes the cutting edge in computer vision and deep learning and applies it to previously unsolvable manufacturing inspection problems. We are truly a full stack company. We install physical cameras into the facility, run inference on the edge and manage massive deployments. Overview also streams gigabytes of video/image data to the cloud for our web platform to give customers advanced insights and analytics.
We are looking for engineers who like to solve tough challenges across the stack. This might include wrangling 500mb images or deploying optimized models in one click that can handle 10 parts a second. We are looking for people who are dynamic, who are excited to work on a different challenge every week, whether it's the final inspection on a medical device or making sure a razor blade has a perfect edge.
