Chosen One of Analytical Skills and write one page-
- data mining, including association rule mining, classification, cluster analysis, and neural networks;
- deviational analysis and anomaly detection;
- geospatial and temporal analysis;
- network analysis and graph mining;
- opinion mining and sentiment analysis;
- optimization and simulation;
- statistical analysis, including decision tree, logistic regression, forecasting, and time series analysis;
- econometrics;
- text mining and computational linguistics.
Chosen One of Information Technology (IT) Knowledge and Skills and write one page-
- relational databases;
- data mart and data warehouse;
- ETL-extract, transform, and load operations;
- online analytical processing (OLAP);
- visualization and dashboard design;
- data/text/Web mining techniques;
- massive data file systems, such as Hadoop;
- software for manipulating massive data, such as MapReduce;
- semistructured and unstructured data management, XML, tagged html;
- social media and crowd sourcing systems;
- Web services/APIS/ma???s;
- Web collection/crawling and search engines (both surface and deep Web);
- cloud computing;
- mobile Web and location aware application.