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 summarise the responsibilities:
- Develop a software framework that can be used to manage the training of deep learning models simply and efficiently. You will support and collaborate with deep learning and data management teams.
- Explore frontiers of infrastructure for deep learning, to support Zenseacts deep learning teams with a highly automated training environment.
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.
- Experienced in developing data management, data distribution and training infrastructure for production deep learning networks.
- Experienced in deep learning frameworks available today, e.g., PyTorch, TensorFlow
It is not a requirement but nice if you have:
- Experience from IT automation tools like Ansible and IaC design and implementation.
How do we work?
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.