What are the responsibilities and job description for the AI Architect position at Jobs via Dice?
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AI Architect
Irvine, CA (2-3 days / week in the client s Irvine office, 1 day in their downtown LA office, 1 day remote)
CA Locals Preferred
Long Term
Backend & Agent-Oriented Engineering:
AI Architect
Irvine, CA (2-3 days / week in the client s Irvine office, 1 day in their downtown LA office, 1 day remote)
CA Locals Preferred
Long Term
Backend & Agent-Oriented Engineering:
- Build and maintain Python-based backend services supporting:
- Agent orchestration (supervisor/sub-agent patterns)
- APIs and system integrations
- Multi-step, asynchronous workflows
- Apply strong engineering practices (testing, code quality, error handling).
- Deliver LLM-enabled features end to end, including:
- Prompt and context management
- Structured outputs and validation
- Design and operate retrieval pipelines to support grounding and context enrichment, including:
- Vector search and similarity retrieval
- Search and indexing solutions
- Object storage for source content and embeddings
- Caching for performance and scalability
- Deploy and operate services primarily on AWS, following best practices for:
- IAM and security
- Scalability, resiliency, and availability
- CI/CD and environment management
- Integrate with enterprise tools and services via secure APIs and gateways.
- Support React-based front-end patterns and collaboration integrations to enable effective user experiences.
- Implement logging, metrics, and tracing across agent workflows, model calls, and integrations.
- Support incident diagnosis, performance tuning, and ongoing optimisation.
- Engage directly with business stakeholders to:
- Translate use cases into technical designs and acceptance criteria
- Communicate trade-offs across quality, cost, risk, and delivery timelines