Description
Senior CEA and Machine Learning Experts, Big Data Systems and Methodologies Spark, Hadoop, Cascading, Hive, Pig
eCRM Euro is 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.
Responsibilities include
Apply data mining, statistics and machine learning to measure, understand and predict customer behavior, 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
Requirements andQualifications (domain specific, partial qualifications taken into account)
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 and 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 and management
Very strong mathematical and statistical background
Expert in at least two of the following programming languages Scala, Python, Java, C++, or R
Desired Skills
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