Is Java or Scala a better programming language for data engineering tasks? How do Java and Scala differ in terms of performance, scalability, and ease of use? What role does Scala play in big data frameworks like Apache Spark? What are the advantages and disadvantages of using Java and Scala in data engineering projects? Which language is more suitable for modern data engineering workflows and why?