Big Data Engineer's annual salary of one million needs to have the following abilities:

1. Proficient in Big Data technologies such as Hadoop, Spark, Hive, etc.

2. Familiar with algorithms and models such as data mining and machine learning.

3. Good programming skills and proficiency in at least one programming language.

4.Good communication and teamwork skills.

5. Strong learning ability and self-driven.