Job Check
Data Warehousing Specialists
Design, model, or implement corporate data warehousing activities. Program and configure warehouses of database information and provide support to warehouse users.
10 main tasks · most important first
Your main tasks and AI
Importance- 01Develop data warehouse process models, including sourcing, loading, transformation, and extraction.People already use AI for this at work
- 02Verify the structure, accuracy, or quality of warehouse data.AI could speed this up, with extra tools
- 03Map data between source systems, data warehouses, and data marts.People already use AI for this at work
- 04Develop and implement data extraction procedures from other systems, such as administration, billing, or claims.People already use AI for this at work
- 05Design and implement warehouse database structures.People already use AI for this at work
- 06Develop or maintain standards, such as organization, structure, or nomenclature, for the design of data warehouse elements, such as data architectures, models, tools, and databases.People already use AI for this at work
- 07Provide or coordinate troubleshooting support for data warehouses.People already use AI for this at work
- 08Write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies.People already use AI for this at work
- 09Design, implement, or operate comprehensive data warehouse systems to balance optimization of data access with batch loading and resource utilization factors, according to customer requirements.People already use AI for this at work
- 10Perform system analysis, data analysis or programming, using a variety of computer languages and procedures.People already use AI for this at work
Tasks from O*NET® 31.0 (US Department of Labor, CC BY 4.0, changed by us), most important first. “Already use” comes from Anthropic’s data on real work chats with Claude; “could speed up” from task ratings made with GPT-4 in 2023.
Four studies, side by side
None is a forecast of job loss58%of this job’s work time goes to tasks that people already do with Claude at work, counting tasks where AI only helps as half (2026).Anthropic, 2026
94%of this job’s tasks an AI model could do in half the time, counting tasks that need extra tools as half (rated in 2023).Eloundou, Manning, Mishkin and Rock, 2023
Above 90% of jobsin how often and how well AI helped with this job’s work in Microsoft Copilot chats (2024 data).Microsoft Research (Tomlinson et al.), 2025
Your human edge
AI touches every main task of this job in some way. Your edge is judgment: knowing when AI’s work is right, and checking it before it counts.
AI tools for your work
Official connectors that let an AI assistant work inside the apps software developers use. Each is made by the app’s own maker.