Database Administrators
Which pieces of this job an update has reached, and which nobody has looked at.
AI finishesL2 · Partial automation
8/ 18
tasks at L2 or above. The median occupation is at 0%.
Looked at18 tasks
8/ 18
tasks carry a level at all; the other 10 have no evidence either way.
This occupation's tasks
One square, one task, filled to the lowest level of the kinds of work covering it.
of 18
- L5 · Full automationemptyAI delivers alone in any setting, with no defined scope limiting it.
- L4 · High automationemptyAI delivers alone inside a defined scope, running in real business.
- L3 · Conditional automationemptyAI completes it; a person spot-checks rather than reviews each one.
- L2 · Partial automation8AI produces the bulk; a person reviews and corrects every item.
- L1 · AssistedemptyAI helps in places; a person does the whole delivery.
- L0 · ManualemptyAI takes no part in this work.
- Unknown2part of this work has no evidence either way
- Untouched8no update in the collected window mentions it
What AI has been shown to do here
Work11
One row per kind of work; open a row to see the updates behind its level.
11 of 11 kinds of work
Market: Data engineering and database systems
- 2026-09-15Tencent Hunyuan introduces EvolveScalerTencentClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
Market: Software delivery and reliability maintenance
- 2026-09-29Muse Code adds Monitor featureMetaClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-09Azure Copilot Troubleshooting Agent reaches general availabilityMicrosoftClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-08Azure SRE Agent adds 30-day free trialMicrosoftClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
Market: Cybersecurity and privacy engineering
- 2026-10-07GitHub Copilot local sandboxing reaches general availabilityMicrosoftClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-10-02Google Research introduces TEE-based federated learning systemGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-10-01GitHub Security Lab releases gh-secureMicrosoftClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-15Antigravity adds new permissions system and sandbox improvementsGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-08-25ChatGPT Work can sign in to websites on web and mobileOpenAIClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- —Cooley builds confidential redaction agent on Gemini Enterprise for LegalGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
Market: Cybersecurity and privacy engineering
- 2026-09-30Google introduces Gemini 4 Argon frontier modelGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-29Codex Security Cloud upgraded with Daybreak Blue cyber modelsOpenAIClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-09OpenAI shares cyber defense architecture and playbookOpenAIClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-02Google releases Gemini 3.8 Flash CyberGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
Market: Cybersecurity and privacy engineering
- 2026-09-30Google introduces Gemini 4 Argon frontier modelGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-09-29Codex Security Cloud upgraded with Daybreak Blue cyber modelsOpenAIClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-28Advance AI uses Alibaba Cloud for fraud detection modelsAlibabaClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-09OpenAI shares cyber defense architecture and playbookOpenAIClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-02Google releases Gemini 3.8 Flash CyberGoogleClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- 2026-08-31Tencent Cloud partners with HKMA for GenA.I. Sandbox++ anti-fraud innovationTencentClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
- —GitHub adds context-aware secret classifier checking candidates under 2msMicrosoftClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
Market: Data processing and information retrieval services
- 2026-10-08Ignite Vision builds AI creator matching on Qwen, cutting screening from hours to minutesAlibabaClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-10-06Google DeepMind launches EmbeddingGemma 2 multimodal on-device embedding modelGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-10-05Alibaba Cloud x Atlas Agentic AI Hackathon at WiT Singapore 2026AlibabaClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-10-02Finances in ChatGPT rolls out to Free and Go users in the U.S.OpenAIClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-28Tencent Cloud introduces DataBuddy data intelligence platformTencentClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-25Remento uses Google Workspace with Gemini for customer insightsGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-24Rockwell Automation uses Microsoft AI for shop floor knowledgeMicrosoftClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-22Moonshot launches new Kimi Browser ExtensionMoonshot AIClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-22Kimi K3 now available on Amazon BedrockMoonshot AIClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-21ChatGPT adds credit score tracking via ExperianOpenAIClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-18Walt Disney World uses Gemini Enterprise for vacation planningGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-15Google Research introduces Retrieve-for-Train frameworkGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-15Salesforce in Claude available in betaAnthropicClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-15Tencent Hunyuan introduces EvolveScalerTencentClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-11Gemini in Google Workspace can extract data from Drive folders into SheetsGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-10Dropbox, Box and SharePoint natively integrated into ChatGPT LibraryOpenAIClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-10OpenAI introduces Data agent in ChatGPT WorkOpenAIClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-05Virgin Media O2 deploys multi-agent system on Google CloudGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-04Grok connects financial accounts via Plaid in the U.S.xAIClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-03Qwen powers SwitchBot AI MindClipAlibabaClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-01Tencent Cloud showcases PalmAI and eKYC with partners at FEBRABAN TECH 2026TencentClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-08-28Google Cloud partners with Box for multimodal enterprise searchGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-08-28QwenWork autonomous agents promotedAlibabaClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-08-26Claude gets built-in browser in CoworkAnthropicClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-08-25Alibaba Cloud Philippines AI-powered eKYC webinarAlibabaClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- —Bloomberg Media lifts query accuracy 63% with Knowledge CatalogGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- —Knowledge Catalog integrates with Gemini for enterprise data processingGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- —Cooley builds confidential redaction agent on Gemini Enterprise for LegalGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
Market: Data processing and information retrieval services
- 2026-10-08Ignite Vision builds AI creator matching on Qwen, cutting screening from hours to minutesAlibabaClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-10-06Google DeepMind launches EmbeddingGemma 2 multimodal on-device embedding modelGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-30Google Workspace Intelligence brings AI Overviews and Ask Gemini to DriveGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-18Walt Disney World uses Gemini Enterprise for vacation planningGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-15Google Research introduces Retrieve-for-Train frameworkGoogleClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-15Tencent Hunyuan introduces EvolveScalerTencentClaimed L2Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-08Google DeepMind launches AlphaGenome AtlasGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-09-03Qwen powers SwitchBot AI MindClipAlibabaClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- 2026-08-28Google Cloud partners with Box for multimodal enterprise searchGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- —Knowledge Catalog integrates with Gemini for enterprise data processingGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
- —Bloomberg Media lifts query accuracy 63% with Knowledge CatalogGoogleClaimed L3Kept L2Capped by T3 ≤ L2Source ↗
Market: Software delivery and reliability maintenance
- 2026-09-08Azure SRE Agent adds 30-day free trialMicrosoftClaimed L1Kept L1Capped by T3 ≤ L2Source ↗
Market: Data engineering and database systems
no update in the collected window mentions this work
Markets this occupation serves
A market is a kind of work a business sells; a job usually serves several.
Non-technical conditions on these kinds of work
A condition that does not lift because a model improved.
No non-technical condition has been recorded against the kinds of work reaching this occupation.
A condition that does not lift because a model improved.
Where this page's numbers come from
- Snapshot
- snapshot-1
- Generated
- 2026-10-09 08:10 UTC
- Ontology
- 1.0.0
- Ontology schema
- 2.4.0
- Method version
- activity-level-1
- Content SHA-256
- 0b46df0246af8a1dc3fd9ce8e6ac9812925ace553984d2b7d45d363d32e27681
- Rows in this snapshot
- 10,482 work-to-task edges · 900 updates · 333 models · 58 topics · 1,888 market-to-occupation edges · 375 source accounts · 1 coverage record · 1 progress record · 11 non-technical conditions · 401 updates that landed on work · 1,102 evidence · 614 work in markets · 506 non-technical condition-to-work edges