Doyle was drafted by the Baltimore Orioles in the fourth round of the 1972 Major League Baseball Draft out of Caverna High School in Horse Cave, Kentucky. He played in the minors until 1980 for the Orioles and Cincinnati Reds organizations.
He was named the Rockies hitting coach on November 26, 2013. He was fired after the 2016 season.
In 1978, the three established the Doyle Baseball Camp located in Lakeland, Florida. The camp has graduated many current Major League Baseball Players and is based at the Detroit Tigers Spring Training Facility, where they hold many camp sessions per year. 
- Rockies announce 2014 Major League Field Staff
- "Archived copy". Archived from the original on 2013-12-02. Retrieved 2013-11-26.CS1 maint: archived copy as title (link)
- Blake Doyle now leading candidate for Rockies hitting instructor job
- Career statistics and player information from Baseball-Reference (Minors)