Hello! We are starting a new research project to learn to differentiate novices from experts in performing open ended tasks like data science as well as to teach novices to become experts by identifying differences in their action patterns. The work requires interdisciplinary skills - knowing how to understand and visualize data sets, machine learning/AI, and learning/explainability and HCI. We see opportunities to make both algorithmic and human study contributions. We’re looking for a postdoc to drive the work. We have a lot of flexibility in the research. They would mostly be working independently and could take ownership of a large project. Ideally, the postdoc would start in August for a two year position. To apply or inquire, please email Stephanie Rosenthal (srosenth@cs.cmu.edu) and Reid Simmons (reids@cs.cmu.edu).