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Thesis: Machine learning for cloud platforms i Göteborg

Ericsson is the driving force behind the Networked Society where every person and every industry is empowered to reach their full potential. We make a difference, do you wanna shape the world with us?

Om tjänsten

About us

Connected Vehicles is part of Ericsson IoT organization. Our Connected Vehicle Solutions provide everything you need to build, integrate, monetize and manage a connected vehicle ecosystem. Drawing on Ericsson long heritage of innovation within telecommunications, we help our customers and partners capturing the full potential of automotive IoT.

 

Description:

The objective is to investigate, evaluate and identify opportunities and challenges for applying machine learning in operating a cloud platform environment. More specifically, a cluster of virtual machines which are part of a run-time environment for Docker containers. Machine learning, and similar practices, are expected to contribute on the following areas:

  • Auto-scaling of applications and virtual servers
  • Automatic fault recovery
  • Automatic profiling and dimensioning of resources (network, CPU, memory) for applications deployed as Docker containers
  • Pre-emptively finding soon-to-be faults via anomaly detection of resources such as network, CPU and memory.

 

This is expected to improve the overall robustness of the system, reduce down-time, increase the level of automation, improve elasticity and resilience. Ideally, a system that is fully automated, automatically scales up/down based on demands and pre-emptively identifies and fixes problems.

 

The task includes investigating which types of algorithms for machine learning (or artificial intelligence, deep learning) that may be suitable for the concerned use-cases. This must include analysis of availability of input data, expected accuracy, efforts needed to implement it and how resource (CPU/Memory) demanding it would be. This also includes investigating whether or not machine learning is in fact the right way to go for all uses, or if some of them can be solved using simpler statistical models. The first phase would focus on a theoretical investigation and outlining proposals. Second phase would focus on implementing one or more use-case to verify theory vs. actual outcome in a real customer cloud environment.

 

Key Qualifications:

  • Education: Computer science or similar
  • Interest in and experience from public cloud platforms such as AWS or Azure
  • Good theoretical knowledge of machine learning, artificial intelligence, deep learning and similar
  • Some basic experience from TensorFlow, Amazon AI or similar

 

The position is based in Göteborg, Sweden. The selection and interview process is ongoing. Therefore, send in your application in English as soon as possible. If you have any specific questions you are welcome to send an email to Hiring Manager vito.cusumano@ericsson.com or recruitment specialist monal.jain@ericsson.com

 

 

Why is Ericsson a great place to work?

Ericsson is the driving force behind the Networked Society where every person and every industry is empowered to reach their full potential. Mobility, broadband and the cloud are transforming the world, enabling industries and society to provide better services, capture new opportunities, improve businesses, increase efficiency, and create new user experiences.

Our services, software and infrastructure support every major telecom operator in the world. The transformation that this brings allows people, business and society to fulfill their potential and build a more sustainable future.

With some 115,000 employees and customers in 180 countries, we combine global scale with technology and services leadership. We support networks that connect more than 2.5 billion subscribers. 40 percent of the world’s mobile traffic is carried over Ericsson networks. And our SEK 100 billion investment in research and development over the last three years ensure that our solutions – and our customers – are at the forefront of innovation.

At Ericsson, we give our employees the freedom to think big. Your ideas and innovations can turn into achievements that impact society and change the world. Are you ready to be a change-maker? Learn what makes YOU + Ericsson a powerful combination. Join us today.

Founded in 1876, Ericsson has its headquarters in Stockholm, Sweden. Net sales in 2014 were SEK 228.0 billion (USD 33.1 billion). Ericsson is listed on NASDAQ OMX stock exchange in Stockholm and the NASDAQ in New York.

 

Ericsson provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, sexual orientation, marital status, pregnancy, parental status, national origin, ethnic background, age, disability, political opinion, social status, veteran status, union membership or genetics.

Ericsson complies with applicable country, state and all local laws governing nondiscrimination in employment in every location across the world in which the company has facilities. In addition, Ericsson supports the UN Guiding Principles for Business and Human Rights and the United Nations Global Compact.

This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation, training and development.

Ericsson expressly prohibits any form of workplace harassment based on race, color, religion, sex, sexual orientation, marital status, pregnancy, parental status, national origin, ethnic background, age, disability, political opinion, social status, veteran status, union membership or genetic information.

 

Primary country and city: Sweden (SE) || || Göteborg || 21092; 21093

Req ID: 214968


Job Segment: Telecom, Telecommunications, Cloud, Computer Science, Learning, Technology, Human Resources

Publicerad den

28-02-2024

Extra information

Status
Stängd
Ort
Göteborg
Typ av kontrakt
Heltidsjobb (förstajobb)
Typ av jobb
IT
Körkort önskas
Nej
Tillgång till bil önskas
Nej
Personligt brev krävs
Nej
Språk
Svenska

Göteborg | IT | Heltidsjobb (förstajobb)