Develop and implement algorithms and data for artificial intelligence applications including NLP and computer vision. Manage and utilize knowledge in various domains using knowledge expression methods like frames and ontology. Conduct advanced statistical analysis, machine learning, and data mining techniques. Design and develop large-scale software using Python and Java.