Abstract: A system may include a training candidate data store containing electronic records. Each record may include a training candidate identifier and a set of candidate parameters. A training candidate evaluation tool receives, from a remote evaluation device, an indication of a selected training candidate. The tool may then retrieve information about the selected training candidate and automatically calculate, using at least some of the candidate parameters, an enterprise data analyst training score for the selected training candidate. The tool may then transmit the enterprise data analyst training score to a remote evaluation device and receive an indication of acceptance. The enterprise data analyst training score and set of candidate parameters may then be stored in a result data store, and a training workflow may be automatically assigned to the selected training candidate in accordance with the enterprise data analyst training score and enterprise logic.