AI/MLOps Architect - R&D IT
US - Cassin Ranch, United States
USD 132K-170K Senior-level Full Time
Tasks
- Create CI/CD containerized and secure deployment workflows
- Define AI model operations reference architecture
- Design inference patterns for batch near-real-time and interactive workflows
- Design model registry evaluation and observability backbone
- Establish model deployment and lifecycle governance patterns
- Implement access controls auditability and lineage
- Implement evaluation and quality gate processes
- Integrate models into applications APIs and workflow tools
- Manage model deployment retraining rollback and incident response
- Mentor engineers on deployment infrastructure and operational excellence
- Monitor drift performance and model telemetry
- Standardize production AI service release and security controls
Perks/Benefits
- 401k match
- Dental insurance
- Disability insurance
- Employee assistance program
- Health insurance
- Life insurance
- Paid sick time
- Paid vacation
- Profit sharing
- Vision insurance
Skills/Tech-stack
API | AWS | Access Control | Auditability | CI/CD | Data Lineage | Docker | Experiment tracking | Feature Engineering | Infrastructure as Code | Kubernetes | Logging | Model Evaluation | Model Registry | Model Serving | Monitoring | Observability | Python | SQL | Version control | “as-code”
Education
N/A
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