With Arsenal Almstadt worked on technical scouting, data analytics, financial budgeting and contract management.
Technology was provided for and calibrated by industry partners IBM and Aero Scout, and data was securely stored on the external Aero Scout mainframe.
Opta launched their Data Scout package three years ago, and claims to have a large database that covers 15 competitions across Europe and Latin America, dating back in some cases to before 2000.
Ira Stevens, who runs Scout Dragon, a data service that tracks Japanese players, thinks that Otani will become a full-time pitcher because there is more potential to grow and because it is his fastest path to the majors.
That line is very telling, and displays the misconceptions "lifer" scouts have on data mining and analytics.
Football Manager studio director Miles Jacobson added: "For years we've heard stories of real-life managers and scouts using our data to help with the recruitment process.
Penfield's job was to use geophysical data to scout possible locations for oil drilling.
(Think Moneyball, Michael Lewis's account of how a failing baseball team was rescued by relying not on the intuition of the team's talent scouts, but on the data crunched by a Harvard maths whiz).
Using information from local multiple-listing services, where agents list the home they are representing for sale, the "Scouting Report" tool provides data on roughly one million agents, he said.
In the last decades, big league teams have invested increasing resources in things like proprietary statistical analysis and data management, scouting and talent evaluation, yet chemistry and similar issues are still both largely viewed as important and evaluated using entirely subjective, rarely consistent and often tautological methods.
