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.

Job Description

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

Requirements

• 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.

Overview's tech is far reaching. We deploy highly reliable camera hardware and GPU's into manufacturing and industrial settings. We have an IoT fleet management stack to update, secure, and manage our fleet of devices. We stream this data to our cloud or to a customers hybrid cloud where we have a user facing platform where customers can interact with their devices, deploy new deep learning models, and see advanced analytics.

We use Docker to deploy web infrastructure and deep learning models. We have an extensive deep learning stack using Tensorflow, PyTorch and packaged with Onnx. Our frontend is in React, which is updated in real time from our fleet using MQTT. And the list goes on...