AI Architect

Job Title: AI Architect Job Location: Torrance, CA Job Type: ContractJob Description:Design multilayered AI solutions balancing compute efficiency contextual fidelity and algorithmic adaptability retrieval reasoning planning tool useDevelop advanced RAG pipelines leveraging vector databases  Chroma DB Milvus FAISS and embedding strategies for contextual accuracyIntegrate AI capabilities with enterprise systems via REST and Graph QL APIs ensuring secure and scalable interoperabilityEstablish best practices for algorithm selection and layering combining neural models symbolic reasoning and tool based agents for optimal performanceCollaborate with cross functional teams to embed AI agents into business workflows and align with compliance and governance standardsImplement structured output validation and schema enforcement using Pydantic FastAPI and JSON Schema for robust data integrityOptimize compute resources and latency trade offs across cloud hybrid and edge environments for high performance AI workloadsDefine observability baselines telemetry tracing evaluation metrics and rollout strategies for safe iterative deploymentsRequired SkillsProgramming Architecture Python 310 Async design modul ardistributed architecture microservicesLang Chain Ecosystem Lang Chain Lang Graph prompt templates agent orchestration patternsAIML Frameworks OpenAI API Hugging Face Transformers TensorFlow PyT orch experience with finetuning and inference optimizationData Context Management SQL Alchemy PostgreSQL JSON Schema Mapping feature engineering and contextual pipelinesVector Databases Semantic Search Chroma DB Milvus FAISS embedding optimization and similarity search strategiesAlgorithmic Design Strong understanding of algorithm layering retrieval reasoning planning hybrid AI approaches and compute aware model selectionAPI Integration Security REST Graph QL OAuth enterprise grade security practicesDevOps CICD Git Docker Azure DevOps or equivalent Fast API Uvicorn containerized deployments and automated pipelinesAgentic Capabilities Reasoning adaptation tool calling MCP based solutions ReAct agents Supervisor multiagent coordinationPerformance Optimization Distributed compute strategies GPUTPU utilization quantization pruning distillation caching batchingSkillsMandatory Skills : Architectural diagrams

Salary : $66 - $87