AI Architect

Torrance, CA - USA

Monthly Salary: Not Disclosed

Posted on: 2 hours ago

Vacancies: 1 Vacancy

Job Summary

Job Title: AI Architect
Job Location: Torrance CA
Job Type: Contract

Job Description:

Design multilayered AI solutions balancing compute efficiency contextual fidelity and algorithmic adaptability retrieval reasoning planning tool use
Develop advanced RAG pipelines leveraging vector databases Chroma DB Milvus FAISS and embedding strategies for contextual accuracy
Integrate AI capabilities with enterprise systems via REST and Graph QL 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 trade offs 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
Programming Architecture Python 310 Async design modul ardistributed architecture microservices
Lang Chain Ecosystem Lang Chain Lang Graph prompt templates agent orchestration patterns
AIML Frameworks OpenAI API Hugging Face Transformers TensorFlow PyT orch experience with finetuning and inference optimization
Data Context Management SQL Alchemy PostgreSQL JSON Schema Mapping feature engineering and contextual pipelines
Vector Databases Semantic Search Chroma DB Milvus FAISS 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 Security REST Graph QL OAuth enterprise grade security practices
DevOps CICD Git Docker Azure DevOps or equivalent Fast API Uvicorn containerized deployments and automated pipelines
Agentic Capabilities Reasoning adaptation tool calling MCP based solutions ReAct agents Supervisor multiagent coordination
Performance Optimization Distributed compute strategies GPUTPU utilization quantization pruning distillation caching batching

Skills

Mandatory Skills : Architectural diagrams

Job Title: AI Architect Job Location: Torrance CA Job Type: Contract Job Description: Design multilayered AI solutions balancing compute efficiency contextual fidelity and algorithmic adaptability retrieval reasoning planning tool use Develop advanced RAG pipelines leveraging vector databases Chrom...

Job Title: AI Architect
Job Location: Torrance CA
Job Type: Contract

Job Description:

Design multilayered AI solutions balancing compute efficiency contextual fidelity and algorithmic adaptability retrieval reasoning planning tool use
Develop advanced RAG pipelines leveraging vector databases Chroma DB Milvus FAISS and embedding strategies for contextual accuracy
Integrate AI capabilities with enterprise systems via REST and Graph QL 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 trade offs 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
Programming Architecture Python 310 Async design modul ardistributed architecture microservices
Lang Chain Ecosystem Lang Chain Lang Graph prompt templates agent orchestration patterns
AIML Frameworks OpenAI API Hugging Face Transformers TensorFlow PyT orch experience with finetuning and inference optimization
Data Context Management SQL Alchemy PostgreSQL JSON Schema Mapping feature engineering and contextual pipelines
Vector Databases Semantic Search Chroma DB Milvus FAISS 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 Security REST Graph QL OAuth enterprise grade security practices
DevOps CICD Git Docker Azure DevOps or equivalent Fast API Uvicorn containerized deployments and automated pipelines
Agentic Capabilities Reasoning adaptation tool calling MCP based solutions ReAct agents Supervisor multiagent coordination
Performance Optimization Distributed compute strategies GPUTPU utilization quantization pruning distillation caching batching