The Ideas Information Professionals Ought to Know in 2025: Half 1 | by Sarah Lea | Jan, 2025

From Information Lakehouses to Occasion-Pushed Structure — Grasp 12 information ideas and switch them into easy tasks to remain forward in IT.

Once I scroll by YouTube or LinkedIn and see subjects like RAG, Brokers or Quantum Computing, I typically get a queasy feeling about maintaining with these improvements as a knowledge skilled.

However once I replicate then on the subjects my prospects face every day as a Salesforce Advisor or as a Information Scientist at college, the challenges typically appear extra tangible: examples are sooner information entry, higher information high quality or boosting workers’ tech expertise. The important thing points are sometimes much less futuristic and might often be simplified. That’s the main focus of this and the following article:

I’ve compiled 12 phrases that you’ll definitely encounter as a knowledge engineer, information scientist and information analyst in 2025. Why are they related? What are the challenges? And how are you going to apply them to a small challenge?

So — Let’s dive in.

Desk of Content material
1 — Data Warehouse, Data Lake, Data Lakehouse
2 — Cloud platforms as AWS, Azure & Google Cloud Platform
3 — Optimizing data storage
4 — Big data technologies such as Apache Spark, Kafka
5 — How data integration becomes real-time capable: ETL, ELT and Zero-ETL
6 — Even-Driven Architecture (EDA)
Time period 7–12 partly 2: Information Lineage & XAI, Gen AI, Agentic AI, Inference Time Compute, Close to…