Statistical modelling and machine learning
Ericsson AB / Datajobb / Stockholm
2017-09-08
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hela Sverige We are currently in search of people with in-depth knowledge of mathematical and statistical modeling to take part in the group developing our automatic data analysis toolkit that is deployed both internally in the Ericsson RAN labs and in customers' networks. Network Analysis is, to a large extent, currently a human activity, but our mission is to automate this work by preparing information and finding patterns, anomalies, and insights with data analysis techniques. Your objective will be to develop statistical and machine learning models based on customer network data in a big data platform.
The position includes the following activities and responsibilities:
• Perform time series and count regression analyses on network data
• Develop robust anomaly detection models by merging several different data types from customer networks
• Use feature engineering too extract the best features for a problem and apply suitable regularization techniques for robust analysis
• Use machine learning methods to produce insights from network performance and configuration data
• Create new statistical models to correlate data from several different sources
• Create quality software in R, Python, Java, Scala, or Matlab to access, process and analyze data
• Breaking down business problems into statistical and machine learning problem formulations for actionable insights
• Designing statistical experiments to evaluate and validate deployed statistical approaches
Job Summary:
We are currently in search of people with in-depth knowledge of mathematical and statistical modeling to take part in the group developing our automatic data analysis toolkit that is deployed both internally in the Ericsson RAN labs and in customers' networks. Network Analysis is, to a large extent, currently a human activity, but our mission is to automate this work by preparing information and finding patterns, anomalies, and insights with data analysis techniques. Your objective will be to develop statistical and machine learning models based on customer network data in a big data platform.
The position includes the following activities and responsibilities:
• Perform time series and count regression analyses on network data
• Develop robust anomaly detection models by merging several different data types from customer networks
• Use feature engineering too extract the best features for a problem and apply suitable regularization techniques for robust analysis
• Use machine learning methods to produce insights from network performance and configuration data
• Create new statistical models to correlate data from several different sources
• Create quality software in R, Python, Java, Scala, or Matlab to access, process and analyze data
• Breaking down business problems into statistical and machine learning problem formulations for actionable insights
• Designing statistical experiments to evaluate and validate deployed statistical approaches
Qualifications
• M.Sc., Ph.D. or equivalent competence in Statistics or machine learning?
Requested competence:
• Excellent competence in mathematics and statistics.
• Competence in machine learning techniques and algorithms
• Knowledge about big data platforms such as Hadoop, Spark, Kafka, Storm or Flink.
• Competence in R, Python, Matlab, Java or Scala
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.
Publiceringsdatum2017-09-08Så ansöker duSista dag att ansöka är 2017-09-22
Klicka på denna länk för att göra din ansökanFöretagEricsson AB
AdressEricsson AB
Kistagången 6
16400 Stockholm
KontorsadressKistagången 6
Jobbnummer 3686651
Observera att sista ansökningsdag har passerat.