Job Opportunities in Data Mining

Software Developer in Data Mining Technologies

The Oracle Data Mining group is responsible for embedding data mining technology within the Oracle database. We currently have a large breadth of mining functions and algorithms embedded in the Oracle database:

- classification (decision tree, support vector machine, naive bayes, and logistic regression)

- regression (support vector machine and multivariate linear regression)

- clustering (enhanced k-means and o-cluster, an Oracle developed algorithm)

- feature extraction (non-negative matrix factorization)

- associations (apriori)

- attribute importance (mdl)

In addition, we have enhanced Oracle's native, built-in SQL language to support functions which score data mining models (e.g., produce the probability of churn).

Expected background:

strong background in machine learning (Ph.D. preferable)

strong background in mathematics

strong knowledge of C

knowledge of SQL is a plus