
AI Solutions Architect – GenAI, Enterprise AI Strategy
Posted Aug 21

Posted Aug 21
This is a fully remote position, open to applicants in New Jersey.
• Define the enterprise AI architecture and roadmap that aligns with business objectives.
• Design scalable, secure, and production-ready Generative AI solutions utilizing multiple LLM providers.
• Establish AI design patterns, governance standards, and best practices.
• Lead architecture reviews and provide technical leadership across AI initiatives.
• Develop frameworks to promote AI adoption within Finance, Operations, Risk, Underwriting, Claims, and Corporate functions.
• Continuously assess emerging LLMs and their new releases.
• Conduct comparative evaluations on accuracy, response quality, reasoning ability, hallucination rates, performance, security posture, cost per token, and enterprise readiness.
• Create model evaluation scorecards and recommendation frameworks.
• Design advanced prompting frameworks and reusable prompt libraries.
• Optimize prompts for cost efficiency, token consumption, output accuracy, and response consistency.
• Establish AI performance measurement frameworks and ROI tracking.
• Drive initiatives aimed at reducing LLM operational costs while preserving output quality.
• Architect AI agents and multi-agent frameworks.
• Design autonomous workflows utilizing Model Context Protocol, Agent-to-Agent communication, Tool Calling, Function Calling, and Workflow Orchestration.
• Build intelligent AI copilots and virtual assistants.
• Oversee the complete delivery of Generative AI solutions from ideation to production deployment.
• Design and implement RAG, GraphRAG, Knowledge Management Platforms, Enterprise Search Solutions, AI Copilots, and Document Intelligence Solutions.
• Integrate AI solutions with enterprise applications and data platforms.
• Define and implement Responsible AI frameworks, alongside security and privacy controls, model governance, compliance standards, guardrails, and human-in-the-loop processes.
• Ensure that enterprise AI solutions adhere to regulatory and risk requirements.
• Serve as a trusted AI advisor to senior executives.
• Translate complex AI concepts into tangible business outcomes.
• Conduct AI workshops and executive briefings.
• Identify high-value AI use cases and develop compelling business cases.
• Support AI investment decisions and vendor evaluations.
• 15+ years of overall experience.
• 7+ years of experience in AI/ML solutions.
• 3+ years of experience in Generative AI and LLM-based architectures.
• Deep expertise in Generative AI, Agentic AI, Large Language Models (LLMs), and AI platform architecture.
• Hands-on experience with OpenAI GPT, Claude, Gemini, Llama, Mistral, Cohere, and emerging AI platforms.
• Familiarity with GenAI architecture, Agentic AI, multi-agent systems, AI copilots, enterprise AI platforms, LLMOps, and AI governance.
• Experience with RAG, GraphRAG, hybrid search, vector databases, embeddings, and semantic search.
• Proficiency with LangChain, LangGraph, Semantic Kernel, AutoGen, CrewAI, and LlamaIndex.
• Experience with Azure AI Foundry, Azure OpenAI, AWS Bedrock, Google Vertex AI, and Databricks AI.
• Proficient in Python, REST APIs, microservices, and enterprise integration patterns.
• Strong executive presence and communication skills.
• Ability to influence C-level stakeholders.
• Excellent consulting and problem-solving abilities.
• Experience leading cross-functional AI transformation programs.
• Capability to mentor architects, engineers, and business teams.
• Competitive salary and performance-based bonuses.
• Comprehensive health, dental, and vision insurance.
• Retirement savings plan with company match.
• Opportunities for professional development and continuous learning.
• Flexible work hours and remote work options.
Sumo Logic
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