Principal AI Engineer
Tasks
- Apply AI safety and responsible AI practices
- Apply quantization
- Build ML platforms and pipelines
- Build RAG systems
- Build token economics strategies
- Create vector database solutions
- Debug production issues
- Defend against prompt injection
- Define AI architecture
- Define AI roadmap
- Design backend APIs
- Design chunking strategies
- Design multi-agent orchestration
- Develop LLM-powered systems
- Develop streaming responses
- Drive technical vision
- Ensure AI reliability
- Ensure AI scalability
- Ensure AI security
- Establish AI engineering standards
- Handle PII securely
- Implement caching strategies
- Implement embedding models for retrieval
- Implement evaluation frameworks for LLMs
- Implement function tool calling
- Implement logging and monitoring
- Implement model routing
- Implement observability for LLM applications
- Integrate AI with enterprise systems
- Lead AI implementation
- Lead high stakes architectural decisions
- Lead model development and optimization
- Make technical architecture decisions
- Mentor engineering teams
- Move models from research to production
- Optimize inference cost
- Orchestrate AI workflows
- Perform prompt engineering
- Support AI governance and compliance
Perks/Benefits
- N/A
Skills/Tech-stack
AI Governance | AI Safety | API Design | AWS | AWS GenAI | Agent Orchestration | Amazon Web Services | Artificial Intelligence | Caching | Deployment Automation | Distributed Systems | Docker | Embeddings | Evaluation | Event Driven | Event-driven architecture | Function Calling | Injection Defense | Kubernetes | LLM Observability | Language Models | Large Language Models | Logging | MLOps | Machine Learning | Model routing | Model versioning | Monitoring | Multi-Agent | Multi-agent orchestration | Observability | PII handling | Prompt engineering | Prompt injection | Prompt injection defense | Python | Quantization | RAG | Reproducibility | Responsible AI | Retrieval-Augmented Generation | Token Economics | Vector Databases | Web Services
Education
N/A
Roles
AI | AI Engineer | Engineer | Principal | Principal AI Engineer
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