facebook tracking

Deep learning infrastructure developer

Interested in how to train deep learning models for production use? Want to develop software that simplifies the training process with feature teams using deep learning as basis for their development?
Scroll to content

Insights from the team

ZIIT is part of Product Enablers in Zenseact, we support the product development areas with the tools they need, and the data needed to develop our main product; driver assist and autonomous drive software. We are responsible for the compute cluster that Zenseact uses to train deep learning models. We are also tasked with simplifying the way deep learning developers interact with this cluster by developing tools that can simplify model training and usage of the cluster.

To summarize the responsibilities:

  • Develop a software framework that can be used to manage the training of deep learning models simply and efficiently in collaboration with deep learning teams
  • Develop and maintain a GPU compute cluster, in collaboration with other Zenseact IT teams
  • Explore frontiers of deep learning HW and SW and push the adoption of new concepts and solution

Your mission and day-to-day tasks

You are expected to collaborate with the deep learning teams, understand their needs and evolve the training infrastructure. You will be working in a modern development environment that makes use of python, git and other tools, implementing software that makes this cluster easy to use when training neural networks. You should also be comfortable with maintaining the deep learning cluster, keeping Linux and other base software packages up to date.

We are a small team with responsibilities that span a large area, from high level training framework development to server maintenance. 

Your profile

  • Experienced in deep learning frameworks available today, e.g., PyTorch, TensorFlow
  • A strong professional experience in software development, especially using Python. Other languages such as JavaScript are meriting.
  • Sysadmin experience, preferably from HPC management

It is not a requirement but nice if you have:

  • Experience from IT automation tools like Ansible and IaC design and implementation

 

Flexible-remote way of working: Zenseact has a flexible and modern approach, thus is happy to offer to its employees the possibility for a combination of work at the office and from home. This doesn't include fully remote work from outside Sweden/China.

More about Zenseact

Zenseact’s purpose is to make safe and intelligent mobility real, for everyone, everywhere. We develop the complete software stack for ADAS and AD, from sensing to actuation. Our focus is to build a single cutting-edge software platform in order to serve various levels of autonomy and offer unequaled scalability at the same time. We operate out of Gothenburg, Sweden and Shanghai, China. Zenseact’s first self-driving deployment will be launched on the next-generation vehicle platform from Volvo Cars.

Self-driving cars, when real, is estimated to reduce fatal car accidents with more than 85%, saving more than 50,000 persons from dying in car accidents caused by human errors each year. We feel that is a goal worth pursuing

But technology, software, tools and datasets would not mean much without the best people behind the wheel to drive them. At Zenseact, some five hundred of the best engineering minds globally, stationed across two continents, are collaborating with the same passion: to bring autonomous driving to the streets for real and create a safer journey for everyone. This is part of our culture and how we work, develop and grow together.

Zenseact works proactively to create a culture of diversity and inclusion, where individual differences are appreciated and respected. To drive innovation we see diversity as an asset, which means we value and respect differences in gender, race, ethnicity, religion or other belief, disability, sexual orientation or age etc.

Interviews are held on a continuous basis, so we highly recommend that you submit your application at your earliest convenience. 

Additional information

  • Remote status

    Hybrid remote

Or, know someone who would be a perfect fit? Let them know!

Gothenburg, Sweden

Lindholmspiren 2
417 56 Gothenburg, Sweden Directions View page

Teamtailor

Career site by Teamtailor