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The manufactures category requires skills in "Proven experience with data engineering tools such as Apache Spark, Kafka, and Hadoop. Strong proficiency in SQL, Python, and ETL processes. Strong knowledge of cloud platforms like AWS or Azure for data engineering. Familiarity with automotive data standards and IoT frameworks. Excellent communication and collaboration skills.".