One of the challenge is high storage and compute costs for handling large-scale data; and inefficient resource allocation in cloud environments. This leads to overspending on infrastructure without optimal usage.
The Data Engineering platform can assist optimize storage formats (e.g., Parquet, ORC) and leverage server-less or auto-scaling solutions. It helps in optimization of storage and compute costs for handling large-scale data.