About this opportunity
Smart IT Frame LLC lists this AI Architect opportunity in torrance, California. Review the employer’s description below for duties, qualifications and application requirements.
Job description
Empowering Innovators at Smart IT Frame | Building Tomorrow's Technology Today | Technical Recruiter | US Staffing
Role: AI Architect
Key Responsibilities
Design multilayered AI solutions balancing compute efficiency, contextual fidelity, and algorithmic adaptability (retrieval, reasoning, planning, tool use).
Develop advanced RAG pipelines leveraging vector databases (ChromaDB, Milvus, FAISS) and embedding strategies for contextual accuracy.
Integrate AI capabilities with enterprise systems via REST and GraphQL APIs, ensuring secure and scalable interoperability.
Establish best practices for algorithm selection and layering, combining neural models, symbolic reasoning, and tool‑based agents for optimal performance.
Collaborate with cross‑functional teams to embed AI agents into business workflows and align with compliance and governance standards.
Implement structured output validation and schema enforcement using Pydantic, FastAPI, and JSON Schema for robust data integrity.
Optimize compute resources and latency tradeoffs across cloud, hybrid, and edge environments for high‑performance AI workloads.
Define observability baselines—telemetry, tracing, evaluation metrics—and rollout strategies for safe iterative deployments.
Required Skills
LangChain Ecosystem (LangChain, LangGraph, prompt templates, agent orchestration patterns).
AIML Frameworks and APIs (OpenAI, HuggingFace Transformers, TensorFlow, PyTorch) with finetuning and inference optimization.
Data Context Management (SQLAlchemy, PostgreSQL, JSON Schema, mapping, feature engineering, contextual pipelines).
Vector Databases and Semantic Search (ChromaDB, Milvus, FAISS) with embedding optimization and similarity search strategies.
Algorithmic Design—strong understanding of algorithm layering, retrieval, reasoning, planning, hybrid AI approaches, and compute‑aware model selection.
API Integration and Security (REST, GraphQL, OAuth) and enterprise‑grade security practices.
DevOps and CICD—Git, Docker, Azure DevOps or equivalent, FastAPI, Uvicorn, containerized deployments, and automated pipelines.
Agentic Capabilities—reasoning adaptation, tool calling, MCP‑based solutions, ReAct agents, Supervisor multi‑agent coordination.
Performance Optimization—distributed compute strategies, GPU/T‑PU utilization, quantization, pruning, distillation, caching, batching.
Contact
Jayesh Bhati
Recruitment and Operations
Email:
Smart IT Frame LLC.
#J-18808-Ljbffr
Worksite address
torrance, CA, 90504, US
Who can apply
Review the original listing for work authorization, qualifications and employer requirements.