特殊技能:Requires completion of a universitylevel course, research project, internship, or thesis or work experience in the followingbr 1. Algorithms, data structures, or systems software;br 2. Solving analytical problems using quantitative approaches;br 3. Gathering, manipulating, or analyzing complex, highvolume, highdimensionality data from varying sources;br 4. Communicating complex research in a clear, precise, and actionable manner;br 5. Research in topics closely related to machine learning, NLP, recommendation systems, pattern recognition, signal processing, data mining, artificial intelligence, information retrieval, or computer vision;br 6. Adapting standard machine learning methods to best enterprise modern parallel environments distributed clusters, multicore SMP, or GPU.br 7. Java, C, PHP, or Python;br 8. API design and implementation of business logic for connecting software systems; andbr 9. Identifying needed communication between software systems, defining interfaces to allow for these connections, and ensuring that software systems interoperate successfully.