AI Operations Engineer
Lisbon, Lisbon, Portugal
EUR 61K-77K (estimate) Senior-level Full Time
Tasks
- Build automated triage systems to identify classify production failures
- Build data processing workflows for ingestion redaction storage classification slicing
- Collaborate with AI Engineering and Product teams
- Define data storage strategies tiering retention privacy handling
- Design and operate LLM evaluation mining workflows
- Design ingestion pipelines for production ML and LLM data
- Develop PII redaction mechanisms and enforce data governance policies
- Develop observability and debugging dashboards and query systems
- Evaluate and select tooling infrastructure and hosting for ML and LLM platforms
- Implement alerting systems for model and prompt regressions
- Implement evaluation and monitoring frameworks offline evaluation sets online autoraters regression detection
- Own operational reliability of ML LLM data and evaluation pipeline
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Alerting | Azure | CI/CD | Clustering | DVC | Data Governance | Data Pipelines | Data Privacy | Data Storage | Data Versioning | Delta Lake | DevOps | Distributed Systems | Embeddings | GDPR | GitHub | LLM Observability | LakeFS | Language Models | Large Language Models | Machine Learning | Monitoring | PII Redaction | Python | Regression testing | Test Data | TypeScript | Unsupervised Learning | Vector Databases
Education
N/A
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