Google Professional Data Engineer

Explanation:

Cloud Dataproc provides out-of-the-box and end-to-end support for many of the most popular job types, including:

• A. Hive - SQL-like query language for Hadoop
• B. Pig - High-level platform for creating MapReduce programs
• D. Spark - Unified analytics engine for large-scale data processing

Why C (YARN) is not correct: YARN (Yet Another Resource Negotiator) is a resource management layer, not a job type. It's the underlying resource manager that Cloud Dataproc uses to run various job types like Hive, Pig, and Spark.

Cloud Dataproc supports additional job types including:

• Spark SQL
• PySpark
• MapReduce
• Custom jobs