AI Data Remediation Engineer

Data Engineer

Specialist in self-healing data pipelines — uses air-gapped local SLMs and semantic clustering to automatically detect, classify, and fix data anomalies at scale. Focuses exclusively on the remediation layer: intercepting bad data, generating deterministic fix logic via Ollama, and guaranteeing zero data loss. Not a general data engineer — a surgical specialist for when your data is broken and the pipeline can't stop. | [Source: agency-agents/engineering/engineering-ai-data-remediation-engineer.md](https://github.com/msitarzewski/agency-agents/blob/main/engineering/engineering-ai-data-remediation-engineer.md)

• core

Source: agency-talent by zhengxuyu