Location: Irvine, CA and LA, CA(2-3 days / week in the client’s Irvine office, 1 day in their DownTown LA office, 1 day remote) ( Travel Job)
Client: UST
Mandatory Areas
AI/ML Solution Architecture
LLM & Generative AI Development
Agent-Based Systems
Retrieval-Augmented Systems (RAG)
Enterprise AI Integration
Must Have Skills
Python & Backend Development
LLM / Generative AI Application Development
Agent-Based AI Systems
RAG / Vector DB / Embeddings
API Development & System Integration
AWS Cloud (Cloud-Native Development)
CI/CD & DevOps Practices
Observability (Logging, Monitoring, Tracing)
Domain Experience (If any)
AI-enabled enterprise workflows
Marketing / Content generation platforms (nice to have)
Financial / Investment domain (preferred based on content use cases)
You Are:
A highly skilled hands-on AI Scientist / Architect with at least 14+ years of experience in AI/ML, Data Science, or Software Engineering. You bring strong expertise in designing and building scalable, production-ready AI solutions, with deep hands-on experience in LLM-enabled applications, agent-based systems, and cloud-native architectures. You are comfortable working closely with business stakeholders and leading AI-driven innovation initiatives in an enterprise environment.
The Opportunity:
Design and develop scalable AI/ML pipelines and intelligent applications aligned with enterprise standards
Build 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 workflows
Lead 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 solutions
Provide architectural leadership, guide offshore teams, and ensure delivery aligned with scalability, security, and governance standards
What You Need:
At least 8+ years of experience in AI/ML, Data Science, or Software Engineering
Strong Python backend development experience
Hands-on experience with LLM-enabled applications and Generative AI
Experience building agent-based / agent-oriented AI systems
Strong expertise in retrieval-based systems (RAG, vector databases, embeddings, indexing)
Experience with API development and backend system integration
AWS cloud-native development experience
Experience with CI/CD pipelines and environment management
Strong understanding of observability (logging, monitoring, tracing)
Experience deploying ML models in production environments
Exposure to enterprise AI workflows, automation, and governance models
Thanks & Regards
Shruteesh Kumar A
Senior Recruitment Specialist
Email: shrutee...@stiorg.com | Web: www.stiorg.com
LinkedIn: linkedin.com/in/shruteesh
100 Overlook Center, Suite 200 | Princeton, NJ 08540