Senior Staff AI/ ML Engineer
Tasks
- Add guardrails for hallucination and prompt injection
- Build agent orchestration and tool calling
- Create model registry and auditability
- Define MLOps strategy for organization
- Design AI agent architectures
- Design ML infrastructure auto scaling
- Design ML model serving platforms
- Develop responsible AI policies
- Establish model governance workflows
- Implement CI/CD for ML models
- Implement RAG and evals pipelines
- Implement bias fairness safety and PII protection
- Lead FinOps initiatives for ML cost optimization
- Mentor engineers and data scientists
- Monitor ML system quality and regressions
- Track drift and error rates for models
- Write RFCs and ADRs for technical standards
Perks/Benefits
- N/A
Skills/Tech-stack
Auto Scaling | Bias | CI/CD | Drift monitoring | Evals | Fairness | FinOps | GPU | Generative AI | Guardrails | MLOps | Machine Learning | Model Cards | Model Governance | Model Registry | Model Serving | Observability | Orchestration | PII protection | Prompt injection | RAG | Responsible AI | Safety | Spot instances | Tool-Calling
Education
N/A
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