CANCELED--The Technical and Organizational Challenges of Data Science
In October 2012 shortly after I began my career in the data science space the Harvard
Business Review published the article Data Scientist: The Sexiest Job of the 21st Century and
generated an enormous amount of buzz about the field. Since then, data science has matured:
technical skill sets required to do the work are better defined and specializations are emerging.
However, the field is still evolving and how data science is used by an organization can vary
greatly. In such a dynamic and broadly defined field, it has been my experience that data
scientists need to have a wide range of technical skills augmented by soft skills in order to be
successful. In this talk, I will share my experience working as a predictive modeler, data
scientist, and software developer across various industries (insurance, energy, and within 3M),
as well as provide examples of challenges Ive encountered as a data scientist. I will also discuss
my work on a Digital Solutions Implementation for 3Ms Knoxville plant, a project where we are
exploring how data science to understand and reduce product variability for Acrylic Foam Tape.
Catherine (Katy) Micek is a Data Scientist at 3M in St. Paul, Minnesota. She holds a Ph.D.
in Applied Mathematics from the University of Minnesota. In her Ph.D. thesis, Katy developed
mathematical models for polymer gel swelling with applications to artificial bone implants and
drug-delivery devices. Katy has worked in both academic and industrial positions since
earning her degree. In addition to teaching college mathematics, she has worked on crossfunctional business teams as a data scientist, software developer, and predictive modeler
teams across diverse industries (insurance, energy, finance, supply chain, and manufacturing).
Katy is also an active speaker and mentor. She is frequently invited to college, universities,
and conferences to discuss her technical work and career experiences in data science, and
she is a contributor to publications by the Society of Industrial and Applied Mathematics on
industrial career options. In her free time, Katy enjoys spending time with friends and family,
as well as ballroom dancing, rock climbing, and cooking.