Description
My client is a leading telecoms provider in Europe and they are now looking for a Machine Learning Expert for a contract or permanent position in Dublin, Ireland.
Task:
We are currently looking for a talented and highly motivated individual with solid machine learning background to work with our engineering team, to architect robust, scalable and high quality big data systems. As part of this team, you will bring a solid track record of highly scalable big data analytics solutions, and demonstrate rich experience with creative and advanced machine learning technologies. You will be required to work with large data sets using quantitative techniques and build complex statistical models that learn from big data.
Your responsibilities include:
- Apply data mining, statistics and machine learning to measure, understand and predict customer behaviour, customer loyalty etc
- Investigate, prototype and productify features and machine learning models to improve customer satisfaction
- Build scalable predictive models with large number of features
Skills:
- 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
If you feel that you meet the requirements, then please apply now!