Deep Learning Infrastructure Specialist at Veoneer
Paragera / Logistikjobb / Linköping
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hela Sverige In a rapidly growing and data-driven technical field, a highly efficient and capable compute cluster, targeting deep learning, is a key to success for our development teams. Therefore we are now looking for our first infrastructure specialist!
What we offer?
Veoneer, born from the worldwide leader in automotive safety, Autoliv, develops cutting-edge technology within the automotive industry and future cars. Our international, agile and highly collaborative teams aim to accelerate the growth within the area of Autonomous Driving and be the leader in Advanced Driver Assistance Systems. Going forward, we see strong potential in using AI-technologies, such as, deep learning to enable full potential of autonomous driving.
With 7500 employees in 13 countries, our growing team has the goal to lead the ongoing revolution in the automotive industry and then be the pioneer for what comes next.
Veoneer camera systems are developed in Linköping with help from highly integrated satellite offices in Stockholm, Gothenburg, Zagreb and Timisoara. As a site, our responsibilities range from electronics and optics to software, algorithms and vehicle testing. All vision development teams are working cross-functionally based on agile principles.
Do you like to work in an innovative organization with a strong drive for improvements and good career opportunities? Then you will excel at Veoneer!
What you 'll do?
As Deep Learning Infrastructure Specialist you are responsible for operation, optimization and scalability of our compute cluster. The compute cluster will be used to train Deep Learning applications, as well as perform simulations and prototyping for algorithm development. In the role, we expect you to do the following tasks:
• Operation and maintenance for the complete compute cluster, both HW and SW
o monitoring of status
o first point of contact for developers
o trouble shooting together with vendors
• System administration together with central IT
o e.g. access rights handling
• Compute cluster development towards both training and simulation
o capacity dimensioning and planning
o implementation of compute cluster functions, such as
§ scheduler for GPU/CPU
§ supervision
o participate in choice of future vendors
• Performance evaluations
o utilization of the compute cluster
o root-cause analysis of bottlenecks
You will be interacting with developers in order to understand their use cases and how to simplify the interface towards the infrastructure (ease-of-use). Also, you will provide strategic input to management regarding investment needs stemming from organizational needs, available technology and products in computing, networking and storage. As such, this job requires you to be able to handle many interfaces towards different roles in our organization.
What you 'll bring?
To succeed in the role we think you have
§ 10+ years of professional experience within the software industry
§ Extensive experience in Linux system administration
§ Deep understanding of server hardware, networking and storage
§ Software developer background with good understanding of software development
§ Experience of containerized environments in general and Docker in particular
§ Experience in scripting languages available in the Linux environment.
§ Experience from a GPU based compute cluster is not necessary, but meriting.
Additionally, we think the following will be of importance:
§ A passion to optimize the compute cluster and push the included hardware to its limits.
§ Enjoy being at the cutting edge in a technical field where there are not yet any standardized solutions available.
§ Ability to think in terms of future scalability.
What next?
Apply at Parageras website,
www.paragera.se, as soon as possible. If you have any questions you are welcome to contact Jenny Petersson, HR, 013-465 71 75, or Erika Andersson, group manager, 013-480 45 32.
Varaktighet, arbetstid
• -
Publiceringsdatum2018-05-30ErsättningEnligt överenskommelse
Så ansöker duSista dag att ansöka är 2018-06-21
Klicka på denna länk för att göra din ansökanFöretagParagera
AdressParagera
Repslagaregatan 19
58222 Linköping
KontorsadressRepslagaregatan 19
Jobbnummer 4177337
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