Software Solution Architect

Job TitleLocation: 2-3 days/week in the company's Irvine office, 1 day in downtown LA office, 1 day remote Work Mode: HybridResponsibilitiesDesign and develop scalable AI/ML pipelines and intelligent applications aligned with enterprise standardsBuild agent-based AI workflows, automation systems, and retrieval-based architectures (RAG, vector search, embeddings)Architect and implement LLM orchestration layers supporting content ideation, drafting, and editing workflowsLead integration of AI solutions with backend systems and enterprise platforms (APIs, internal tools, data platforms)Partner with product, marketing, and business stakeholders to translate requirements into AI-driven solutionsProvide architectural leadership, guide offshore teams, and ensure delivery aligned with scalability, security, and governance standardsRequirementsAt least 8 years of experience in AI/ML, Data Science, or Software EngineeringStrong Python backend development experienceHands-on experience with LLM-enabled applications and Generative AIExperience building agent-based/agent-oriented AI systemsStrong expertise in retrieval-based systems (RAG, vector databases, embeddings, indexing)Experience with API development and backend system integrationAWS cloud-native development experienceExperience with CI/CD pipelines and environment managementStrong understanding of observability (logging, monitoring, tracing)Experience deploying ML models in production environmentsExposure to enterprise AI workflows, automation, and governance models