Senior CEA and Machine Learning Expert

Job type:
on-site
Start date:
n.a
Duration:
n.a
From:
Manning GmbH
Location:
LU
Published at:
02/05/2015
Country:
flag_no Luxembourg
Project ID:
845794

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Manning Global, is urgently looking for a Senior CEA and Machine Learning Expert for our client, a prestigious international telecommunications company, to be based in Luxembourg.

JOB DESCRIPTION:

-- Apply data mining, statistics and machine learning to measure, understand and predict customer behavior, customer loyalty etc

-- Investigate, prototype and productionize features and machine learning models to improve customer satisfaction

-- Build scalable predictive models with large number of features

QUALIFICATIONS, SKILLS AND EXPERIENCE:

-- PhD in Data mining, Machine learning, Statistics, Math, Engineering, Operations, Research, Computer Science, or other quantitative discipline

-- 10+ years experiences and expertise with predictive analytics/statistical modelling/machine learning such as Linear & Logistic Regression, Decision Trees, Random Forests, K-Nearest Neighbors, Markov Chain Monte Carlo, Gibbs Sampling etc., Evolutionary Algorithms (eg Genetic Algorithms, Genetic Programming), Support Vector Machines, Neural Networks, Deep Belief Nets, RBMs etc

-- 5+ years experiences with customer experience assurance & management

-- Very strong mathematical and statistical background

-- Expert in at least two of the following programming languages: Scala, Python, Java, C++, or R

-- Strong domain knowledge on mobile operator network infrastructure

-- Proficient with big data systems and methodologies: Spark, Hadoop, Cascading, Hive, Pig

-- Performance tuning experience for large computation systems

-- Experience in writing design documents

-- Team Player

-- Flexible

-- Self-driven, self-managed, and highly motivated

-- Pragmatic (seeking for solutions that work)

-- Strong problem solving and analytical skills

-- Ability and desire to work in a fast-paced environment

-- Strong communication skills, both written and oral

If you are interested, please submit your CV in English and MS Word format to Tihana, quoting reference MGLP/CEAML-5317, or call me for more information.

Alternatively, if you know of anyone within your network who may be interested in this position, would you please forward this Email/Role' to them.

Please note:

  • That we do all we can to respond to all applications but if we have not contacted you within 2 days following your application - its likely we have not shortlisted your CV for the position.

  • Manning Global cannot consider your application for this role if you are working for the customer we are recruiting for

  • If you are working for the client we are representing, but have confirmation you are leaving a permanent or contract position, please discuss this with us, so we can discuss representation with you


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