PallonPA

Senior Machine Learning Engineer - Computer Vision Team

Pallon is a service that uses artificial intelligence to quickly & objectively report defects in your sewer and manhole inspection footage.

Pallon

Employee count: 11-50

Switzerland only
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💧 About Pallon

At Pallon, a spin-off from ETH Zurich, we’re creating AI that automatically detects defects in sewer inspection videos and advises cities on when & how to fix them. By providing more precise, objective data, we aim to fix wastewater leaks, reduce CO2 emissions, and prevent urban flooding. Our mission is to make cities more sustainable and resilient.

💪 Your role
  • Conduct cutting-edge research on scene understanding (object detection, image segmentation, 3D reconstruction, SLAM, etc.) to build predictive maintenance products.

  • Take the lead in planning both research and engineering projects that solve high-level business problems.

  • Craft well-designed and maintainable software that is ready for production.

  • Actively contribute to our research processes, software architecture, and code quality.

  • Share your expertise with the team and help your peers grow as engineers.

🚀 Our tech stack

Note: we do not require experience in these exact technologies

  • Deep Learning: Python, Pytorch.

  • Computer Vision: C++, OpenCV, Ceres, Eigen.

  • Infrastructure: Kubernetes, Docker.

🎯 Requirements
  • Either: PhD related to Machine Learning or Computer Vision with publications at well-known conferences.

  • Or: 5+ years of industry experience building Machine Learning products from experiment to production and degree in Computer Science, Maths, or similar.

  • Collaborative communication skills, creating an environment of mutual learning and teaching.

  • Independent way of working & knowing when to ask questions

  • Experienced with software engineering on real-world codebases as part of a team.

  • Optional: Experience in project management or team leadership.

😎 Benefits & team culture

As a part of Pallon, you will:

  • Contribute to a positive impact on society and the environment

  • Develop a novel product that changes a whole industry

  • Work in a stimulating and fast-paced environment

  • Be part of a motivated, smart, fun, and supportive team

  • Own a part of Pallon and have a part in our success with our Employee Stock Option Plan (ESOP)

  • Work for the Underworld, not the Devil: exploring sewers virtually and in real life during our Pallon offsite

  • Work from home or enjoy access to our beautiful office space located in Zürich

Inclusion statement

At Pallon, we highly value equality of opportunity and inclusivity, and we would like to particularly encourage women and candidates from under-represented backgrounds to apply.

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About the job

Apply before

May 01, 2024

Posted on

Mar 02, 2024

Job type

Full Time

Experience level

Senior

Location requirements

Hiring timezones

Switzerland +/- 0 hours

About Pallon

Learn more about Pallon and their company culture.

View company profile

Pallon is a service that uses artificial intelligence to quickly & objectively report defects in your sewer and manhole inspection footage.

Faulty sewers are a major threat to communities and the environment. We strive to make wastewater management simpler, more reliable and more sustainable.

We are a team of environmental engineers, designers, computer and data scientists with diverse backgrounds and a strong track record of technical expertise. Our members have gained invaluable experience working at renowned institutions such as Google, along with collaborating closely with research labs at ETH Zurich, RWTH Aachen, Eawag and the MIT. This collective knowledge and focus empowers us to push the boundaries of environmental solutions.

Developed in Switzerland

We're a Swiss company and aim to provide outstanding quality and reliability. Our headquarters are located in the center of Zurich directly at the Platzspitz where the city's two rivers, Sihl and Limmat, converge. Come visit us whenever you are in town.

Under Nearly Every Road Is a Sewer

In the US and EU alone, there are about 2.4 million miles of public sewers. Sewers are a major foundation of public health and environmental protection as they transport wastewater and rainwater from households to treatment plants.

Old Infrastructure

Majority of sewers were built a long time ago and are reaching their end-of-service life. The average sewer in the US is 45 years old and they were designed to only last 50 – 80 years.

New Demands From Increased Runoff

Climate change increases frequency and magnitude of rain events. Additionally, urbanization causes more areas to be sealed and higher population density generating higher rain- and wastewater runoff to be drained by sewers.

Aging Workforce

An army of people has been responsible for ensuring that our sewers operate uninterrupted everyday. But large parts of the current workforce will retire in the next decade and with them the knowledge will be lost.

Meaningful Work

Our product helps to protect the environment from sewage spills and flooding. We care about building something useful that has a positive impact on the world.

Ownership

You get to take ownership of the projects you work on. Everyone on our team can point to a part of the product and say “I built this”.

Supportive Team

You can ask everyone on the team for help–there are no stupid questions. We love learning and helping others and make sure to take the time for it.

Employee benefits

Learn about the employee benefits and perks provided at Pallon.

View benefits

Equity benefits

Own a part of Pallon and have a part in our success with our Employee Stock Option Plan (ESOP).

View Pallon's employee benefits
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Pallon

Company size

11-50

Founded in

2018

Chief executive officer

Dominik Boller

Social media

View company profileVisit pallon.com

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