← Data engineering and database systems
Build data ingestion transformation and synchronization pipelines
As of 2026-10-09, AI does this work at L2 Partial automation. 2 updates bear on it. Strongest evidence: From the publisher only.
- Level
- L2Partial automation
- Updates
- 2
- Companies
- 2Tencent · Google
- Strongest evidence
- T3From the publisher only
L0ManualL1AssistedL2Partial automationL3Conditional automationL4High automationL5Full automation
What moved it
Every update that bears on this work, newest first.
- 2026-09-15TencentTencent Hunyuan introduces EvolveScaler
Tencent Hunyuan presents EvolveScaler, framed around Information Evolution where records get retracted, corrected and backfilled.
- UndatedGoogleGemini ML skills write and test PySpark code in notebooks
Equipped with ML skills, Gemini writes and tests PySpark code in notebooks, trains models, and fixes broken pipelines inside isolated, governed cloud sandboxes.