investigating the generation of insights from processing massive amounts of data in Network Management using different approaches including Rule or Policy based Systems, Applied Data Mining, Machine Learning and Complex Event Processing.
Company: Ericsson NM Lab
Location: Ireland
Web: www.ericsson.com
Did you know that 40% of the world's mobile calls pass through Ericsson networks?
Did you know that Ericsson is ranked the 5th largest Software Company in the world?
With over 80,000 people in 175 countries Ericsson can offer you a world of opportunity
The
Network Management Lab (NM Lab)
at
Ericsson Ireland
carries out cutting-edge research in network and service management domain. NM Lab has taken part in various European research projects, including FP6 and FP7, and has led Celtic telecommunication research projects. NM Lab researchers have published in leading journals/conferences and have produced many patent applications in the past years.
- The NM Lab
is based in Ericsson Athlone which is responsible for creating the world class software systems which allow mobile operators manage, optimize and analyze their networks.
- The Ericsson Software Campus in Athlone has over 700 Engineers onsite and is the
OSS (Operator Support System)
headquarters within Ericsson globally and the main development centre for OSS and OSS RC Product lines. Ericssons' OSS portfolio is the global market leader in mobile telecoms network management. The OSS system is delivered into 320 operators in 150 countries and manages over 1 Billion subscribers.
We are now looking for a Researcher to join the NM Lab team focusing on investigating the generation of insights from processing massive amounts of data in Network Management using different approaches including Rule or Policy based Systems, Applied Data Mining, Machine Learning and Complex Event Processing. The successful candidate will be experienced in one or more of the following areas:
Recommender Systems; Predictive Analytics.
Required Skills for Researchers
- A PhD in computer science (or extensive experience) in Recommender Systems or Predictive Analytics or related field
- Good publication record in leading peer reviewed journals/conferences/workshops
- Sound analytical and system design skills are essential
- Experience in programming (in one or more languages such as Java/C/C#/C++) including exposure to multithreaded, concurrent programming, socket programming
- Experience in building proof of concepts, prototypes and test-beds in software-systems
- Willingness to learn new concepts and technologies
It is advantageous to have some of the following skills/knowledge:
- Broad experience with various data analysis tools, data mining tools, and statistical packages (e.g. Rapid Miner, Matlab, R, Mahout)
- Experience in complex event processing engines (e.g. Esper, Coral8, StreamBase)
- Experience of behavior modeling
- Experience of workflow systems and/or modeling
- Thorough understanding in IP protocols and exposure to related protocols such as HTTP, RTP/RTSP
- Mobile and telecom networks, emerging standards such as LTE
- Excellent exposure to computer systems, networks and distributed systems
- Network management
- Experience with different database technologies
- Cloud computing frameworks and applying them for scalable data processing
- Good exposure to Unix/Linux operating systems, basic understanding of administration of such systems including understanding of Unix/Linux networking functionalities
_Contact_:
To apply, please send your CV to
darina.corr@ericsson.com
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