Data Engineering Forecast 2025: Key Trends and Technologies
Modern data engineering tools such as Apache Spark, Snowflake, Kafka, Amazon Redshift, Tableau, and Azure are transforming how organizations manage and analyze data. With emerging trends like MLOps, AIOps, and LLM copilots, businesses can enhance their efficiency and drive smarter decision-making.
Staying ahead of these trends isn’t optional—it’s essential for companies looking to reduce costs, improve productivity, and mitigate risks in an increasingly data-driven world.
https://spiralmantra.com/blog/....top-data-engineering
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