Datascientist - PHD's
Our client is having a requirement for Data Scientist with 4 to 9 yrs of exp with PhD background. This is for an Overseas Opportunity in Malaysia . This is for a long term assignment with a min tenure of 2 years . This position requires PhD background.
Technical Competency Requirement :
- Fluency with at least one scripting language (Python or PHP)
- Experience working with large data sets. High demand if you can work with distributed computing tools, such as Map/Reduce, Hadoop, Hive, etc.
- Familiarity with relational databases and SQL
- A strong passion for empirical research and for answering hard questions with data
- Ability to communicate findings to product managers and engineers
- Ability to answer and identify product questions using appropriate statistical techniques on available data
- Statistics (Theory and Applied Analytics)
- Statistical analysis and optimization - Linear algebra, probability models, statistical inference and hypothesis testing, linear models, multivariate statistics, time series models, survival models, exploratory statistics and data visualization.
- Data mining and machine learning - Frequent pattern mining, decision trees, Neural network, support vector machines, clustering etc.
- Text analytics and natural language processing - Text classification, named entity recognition and POS tagging.
- Software development and programming - Numerical analysis, data structure and algorithms, object oriented and functional programming, Parallel programming with map-reduce.
Programming skill requirement :
- Statistical programming
- R Programming
- Python
- Matlab and Octave
- SAS, SPSS, SYSTAT
- General purpose Object Oriented and Functional programming
- Object Oriented programming with Java, C++
- Scripting with Python
- Functional Programming with Scala
- Distributed programming with map-reduce and hadoop
- Data management and Big Data
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