Data Mining Engineer - Big Data/HPC The Research and Technology Center North America (RTC), with an office in Palo Alto, CA, focuses on the topics of sensor and communication technologies, including MEMS integration techniques and RF applications; new powertrain concepts; communication systems for automotive and industrial applications; and human-machine-interaction and visualization technologies. By choice, we are an Equal Opportunity Employer committed to a diverse workforce. Tasks * Develop and implement algorithms for distributed and parallel predictive analytics. * Stay up-to-date w/research & innovative 3rd party products addressing storage & analysis of large datasets from real-world problems. * Develop distributed/parallel solutions for predictive analytics and visualization of structured & unstructured data sets. * Design test cases to evaluate run-time & predictive performance of parallel/distributed algorithms. * Improve scalability performance of existing storage and analytics solutions. Requirements * Practical exp. in developing algorithms & appl. using MapReduce, MPI, or similar frameworks. * Exp. parallelizing algorithms in MPI, MapReduce, OpenMP, or similar parallel environment. * Exp. w/distributed file systems & working knowledge of NoSQL or other distributed DTB systems. * Demonstrated exp. w/relational database systems and familiarity with SQL. * Proven expertise in applying descriptive and inferential statistics in Big Data. * Competence in theory & application of standard machine learning or data mining algorithms. * Need Linux OS system internals, storage concepts, & networking topologies & protocols. * Exp. identifying performance bottlenecks w/network, I/O, OS, DBMS configuration. * Exp. w/2+ of the following: Java, C++ (STL), Python, Perl, MATLAB, R, SPSS, SAS. * Propensity to work with stakeholders from a variety of business units & educational backgrounds. * HBase, Hive, Pig, Cassandra, or similar technologies - Mahout (a plus) Contact: John Racicot Recruiting Robert Bosch LLC 4005 Miranda Ave #200 Palo Alto, CA 94304 United States
