According to DeepLearning.AI on Twitter, Joe Reis highlights in the Data Engineering Professional Certificate that data has evolved from a software byproduct to the backbone of business value, underscoring the growing importance of data engineering roles (Source: DeepLearning.AI, May 16, 2025). For crypto market traders, this shift means that real-time data processing, advanced analytics, and robust data pipelines are increasingly essential for accurate price discovery, risk management, and automated trading strategies. As data engineering expertise becomes foundational, crypto trading platforms are expected to improve efficiency and transparency, driving more informed trading decisions and potentially reducing market manipulation.

According to DeepLearning.AI, data engineering has evolved from being a mere byproduct of software applications to a foundational element in modern businesses. This transformation highlights the increasing importance of data engineers in designing systems for data management, which is crucial for trading and decision-making processes in the cryptocurrency market. Their skills in data ingestion, storage, transformation, and serving are essential for handling the vast amounts of data required for accurate market analysis and trading strategies.