Surprised SICP isn't in there. Also surprised to see the Code book is ranked so high, I personally didn't get much out of it though it's probably a great introductory book to people who are new to the field.

On a related note, my favorite book this year was "Designing Data-Intensive Applications" by Martin Kleppmann. It's a great overview of modern database systems with a good balance between theory and practice.