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Cerrion

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AI-Powered Process Stability

Cerrion is a technology startup which focuses on bringing Computer Vision and Artificial Intelligence to the factory floor.

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Backend/Computer Vision engineer

Backend/Computer Vision engineer

Backend/Computer Vision engineer

Cerrion
Zürich
Full time
08.10.2021

Are you ready to disrupt century old industries? Join us to build AI-based video analytics and ship it to factory floors all around the world. We are hiring a backend engineer. Your job: The world around us is evolving fast. COVID-19 highlighted how the lack of transparency can turn an industry on its head. Manufacturing, a $12 trillion industry, still lacks a lot of transparency and is posed for disruption. Cerrion, a young Zurich-based stealth technology startup, is leveraging deep learning to solve the industry's transparency problem. We use state-of-the-art AI and Computer Vision technology to generate production insights and detect process deviations in real-time. For demos of our approach, see our YouTube channel. We are working with some of the largest manufacturing companies in Europe to help them make their operations more transparent, stable and efficient. And we are just getting started: Our goal is to change the status quo and equip every production line with our product. In order to scale our solution and develop our technological stack to be more efficient and robust, we are looking for your help. We are hiring a backend engineer. Responsibilities: - Leading the development of projects that analyze real-time video streams with Tensorflow or PyTorch - Work together with the technical team on refining and expanding our technical architecture - Support the development of our machine learning and computer vision pipeline - Preferred: Help develop simple customer-facing real-time dashboards in React/JavaScript from scratch, e.g. to report detected events from a video stream - Having a gut feeling as to what can be done quick and dirty and what should be done properly Requirements: - Proficient in Python development and the scientific python stack, at least 3 years of experience with object oriented programming - Previous work experience in Computer Vision and confident with working with Tensorflow and/or PyTorch - Being used to writing unit tests and experience with CI/CD - Good knowledge of NoSQL databases (MongoDB) - Versed with the docker deployment workflow - Experience with basic DevOps in a Linux environment - Familiarity with cloud technologies - Experience in JavaScript/Typescript development and CSS. - Experience in frontend development with React or similar frameworks -Fluent in English -Highly detail oriented -Good communication skills A plus: - Previous experience with real-time video streaming and ffmpeg - Previous experience with high reliability requirements - Interest in managing people in the future Why Cerrion: Cerrion is a stealth technology startup which uses Computer Vision and Artificial Intelligence to bring data-driven insights to the factory floor. Our founding team has a proven track record in building and successfully scaling technology startups (Shippo, Assaia and Spectando, etc.). The team includes Ex-Googlers and top Computer Vision researchers who have extensively published at top-tier conferences such as CVPR/ICCV. As an early employee, you are given the chance to join this world-class team and substantially shape the future of the company and be part of its success. Working at Cerrion also enables you to gain unique exposure into different manufacturing industries and their problems. Apart from the excitement of building novel technology which has the potential to revolutionize one of the world’s biggest industries, we offer: - Flat hierarchies, where you work directly with the founders and are part of key decisions - An dynamic, unbureaucratic environment with a “get things done” mentality - Flexible vacation and home office policy, and flexible working hours - International and talented team of start-up professionals - Opportunity to strongly impact future of a fast-growing company - Competitive compensation with potential stock ownership - Complete empowerment and exposure to maximize your growth.

Python
Docker
MongoDB
Artificial Intelligence
JavaScript Frameworks
Lead Backend Engineer

Lead Backend Engineer at Computer Vision Startup Cerrion

Lead Backend Engineer

Cerrion
Zürich
Full time
27.12.2021

Are you ready to disrupt century old industries? Join us to build the world’s first plug & play video-based monitoring AI… and enable the data-driven control of every physical process. We are hiring a Lead Backend Engineer. Your job: The world around us is evolving fast. COVID-19 highlighted how the lack of transparency can turn an industry on its head. Manufacturing, a $12 trillion industry, is thus posed for disruption. Cerrion, a young Zurich-based deep-tech startup, is leveraging deep learning to solve the industry's transparency problem. Our state-of-the-art AI and Computer Vision technology generate production insights and detect process deviations in real-time, spanning a wide range of use cases. For demos of our technology, see our YouTube channel. We are working with some of the largest manufacturing companies in Europe to help them make their operations more transparent, stable and efficient. And we are just getting started: our goal is to change the status quo and equip every production line with our product. In order to scale our solution and develop our technological stack to be more efficient and robust, we are looking for your help. We are hiring a Lead Backend Engineer. Responsibilities: - Work together with the technical team on system architecture development. Identifying potential issues with the IT design early on. Leading the development of projects that analyze real-time video streams with Tensorflow or PyTorch - Working on infrastructure: cloud infrastructure management, cloud optimization, monitoring of on-prem and cloud devices, CI/CD, etc. Working with hardware: edge processing units, cameras, mobile connectivity etc. - Talking to the customers (in German and/or English) about the infrastructure setup, troubleshooting with them if something goes wrong. - Managing internal projects Requirements: - Previous track record of building technical architectures - Proficient in Python development, at least 3 years of experience with object oriented programming - Versed with the docker deployment workflow - Being used to setting up and maintaining CI/CD pipelines - Experience with basic DevOps in a Linux environment - Good knowledge of NoSQL databases (MongoDB) - Experience of working with GCP and other major cloud providers - Good Linux knowledge - Solid scripting knowledge (bash, Python) - Fluent in English - Highly detail oriented - Good communication skills A plus: - Previous work experience in Computer Vision and confident with working with Tensorflow and/or PyTorch - Previous experience with real-time video streaming and ffmpeg - Interest in managing people - Experience in JavaScript/Typescript development and CSS. - Willingness to go for short business trips. Why Cerrion: Cerrion is a deep-tech startup which is taking AI-based video analytics to the next level. Our founding team has a proven track record in building and successfully scaling technology startups (Shippo, Assaia, Spectando, etc.). The team includes Ex-Googlers and top Computer Vision researchers who have extensively published at top-tier conferences such as CVPR/ICCV. As an early employee, you are given the chance to join this world-class team and substantially shape the future of the company and be part of its success. Working at Cerrion also enables you to gain unique exposure into different manufacturing industries and their problems. Apart from the excitement of building novel technology which has the potential to revolutionize one of the world’s biggest industries, we offer: - Flat hierarchies, where you work directly with the founders and are part of key decisions - An dynamic, unbureaucratic environment with a “get things done” mentality - Flexible vacation and home office policy, and flexible working hours International and talented team of start-up professionals - Opportunity to strongly impact future of a fast-growing company - Competitive compensation with potential stock ownership - Complete empowerment and exposure to maximize your growth

Python
Cloud Platform (DO NOT USE TAG WITH Google Cloud)
Adobe Creative Cloud
Computer Vision
Continuous Integration
MongoDB
Docker
Software Architectural Design
Artificial Intelligence
Computer Vision intern

Computer Vision intern at Computer Vision Startup Cerrion

Computer Vision intern

Cerrion
Zürich
Internship
24.05.2022

The world around us is evolving fast. COVID-19 highlighted how the lack of transparency can turn an industry on its head. Manufacturing, a $12 trillion industry, is thus posed for disruption. Cerrion, a young Zurich-based deep-tech startup, is leveraging deep learning to solve the industry's transparency problem. Our state-of-the-art AI and Computer Vision technology generate production insights and detect process deviations in real-time, spanning a wide range of use cases. For demos of our technology, see our YouTube channel. We are working with some of the largest manufacturing companies in Europe to help them make their operations more transparent, stable and efficient. And we are just getting started: our goal is to change the status quo and equip every production line with our product. In order to scale our solution and develop our technological stack to be more efficient and robust, we are looking for your help. We are hiring a Computer Vision intern. **Responsibilities** - Work with the existing ML pipeline to deliver real-time video analysis to manufacturing companies - Understand the algorithms that are currently used and help brainstorm improvements - Efficiently researching the state-of-the art and trying different algorithms and neural networks to solve the given problems - Deliver end-to-end solutions for pre-defined computer vision problems - Working on several computer vision tasks simultaneously - Work with backend engineering team to bring the code to production **Requirements** - Previous work experience in software engineering / Machine Learning - Proficient in Python development and the scientific python stack - University-level understanding of statistics and probability - Good understanding of state of the art in Computer Vision and Deep Learning - Confident with working with Tensorflow and/or PyTorch - Ability to quickly solve problems outside of the area of expertise (e.g. infrastructure problems) - Good English skills **Why Cerrion** Cerrion is a deep-tech startup which is taking AI-based video analytics to the next level. Our founding team has a proven track record in building and successfully scaling technology startups (Shippo, Assaia, Spectando, etc.). The team includes Ex-Googlers and top Computer Vision researchers who have extensively published at top-tier conferences such as CVPR/ICCV. As an early employee, you are given the chance to join this world-class team and substantially shape the future of the company and be part of its success. Working at Cerrion also enables you to gain unique exposure into different manufacturing industries and their problems. Apart from the excitement of building novel technology which has the potential to revolutionize one of the world’s biggest industries, we offer: - Flat hierarchies, where you work directly with the founders and are part of key decisions - An dynamic, unbureaucratic environment with a “get things done” mentality - Flexible vacation and home office policy, and flexible working hours - International and talented team of start-up professionals - Opportunity to strongly impact future of a fast-growing company - Competitive compensation - Complete empowerment and exposure to maximize your growth Your Cerrion contact: Dr. Michael Gygli Co-Founder E-Mail: [email protected]

Python
Arch Linux
Machine Learning
Head of infrastructure

Head of infrastructure at Cerrion

Head of infrastructure

Cerrion
Zürich
Full time
01.09.2021

The world around us is evolving fast. COVID-19 highlighted how the lack of transparency can turn an industry on its head. Manufacturing, a $12 trillion industry, still lacks a lot of transparency and is posed for disruption. Cerrion, a young Zurich-based stealth technology startup, is leveraging deep learning to solve the industry's transparency problem. We use state-of-the-art AI and Computer Vision technology to generate production insights and detect process deviations in real-time. For demos of our approach, see our YouTube channel. We are working with some of the largest manufacturing companies in Europe to help them make their operations more transparent, stable and efficient. And we are just getting started: Our goal is to change the status quo and equip every production line with our product. To support us with robustifying our technological stack and developing on-premise solutions, we are looking for your help. We are hiring a head of infrastructure. Responsibilities: - Working on all infrastructure-related issues: cloud infrastructure management, cloud optimization, monitoring of on-prem and cloud devices, CI/CD, etc. - Developing hardware: edge processing units, cameras, hardware user feedback mechanisms, wearables, etc. - Being a part of the system architecture development. Identifying potential issues with the IT design early on. - Talking to the customers (in German and/or English) about the infrastructure setup, troubleshooting with them if something goes wrong. - In the future, working on scaling the system and distributing between different cloud providers. Requirements: - Good Linux knowledge - Experience of working with all 3 major cloud providers (GCP, AWS, Azure) - Experience in assembling hardware - Experience in purchasing and choosing the right hardware components - Willingness to explore new hardware solutions - Solid Docker knowledge - Experience with CI/CD - Solid git knowledge - Solid scripting knowledge (bash, Python) - Good knowledge of NoSQL databases (MongoDB) - Good English and German skills - Willingness to go for short business trips to the facilities where our solution is installed Why Cerrion: Cerrion is a stealth technology startup which uses Computer Vision and Artificial Intelligence to bring data-driven insights to the factory floor. Our founding team has a proven track record in building and successfully scaling technology startups (Shippo, Assaia and Spectando, etc.). The team includes Ex-Googlers and top Computer Vision researchers who have extensively published at top-tier conferences such as CVPR/ICCV. As an early employee, you are given the chance to join this world-class team and substantially shape the future of the company and be part of its success. Working at Cerrion also enables you to gain unique exposure into different manufacturing industries and their problems. Apart from the excitement of building novel technology which has the potential to revolutionize one of the world’s biggest industries, we offer: - Flat hierarchies, where you work directly with the founders and are part of key decisions - An dynamic, unbureaucratic environment with a “get things done” mentality - Flexible vacation and home office policy, and flexible working hours - International and talented team of start-up professionals - Opportunity to strongly impact future of a fast-growing company - Competitive compensation with potential stock ownership - Complete empowerment and exposure to maximize your growth Your Cerrion contact: Dr. Michael Gygli Co-Founder Mobile: +41 79 860 81 98 E-Mail: [email protected]

Python
Docker
DevOps
Computer Hardware Troubleshooting
Computer Hardware Assembly