Enterprise AI Architect - LLMs, GenAI & MLOps Leader

Ascii Group, LLC; Nutley (NJ); On-site; USD 140,000 - 190,000; Full time

Job summary

Ascii Group, LLC is seeking an experienced AI Architect to design, architect, and lead enterprise-scale AI/ML solutions. The role involves collaborating with business stakeholders, data scientists, software developers, and security teams to translate requirements into scalable AI systems.

The candidate will define enterprise AI reference architectures, implement Generative AI using LLMs, and oversee AI governance, security, and cost optimization across cloud platforms.

Responsibilities

• Define enterprise AI architecture, reference architectures, standards, and implementation roadmaps.
• Design and implement Generative AI solutions using LLMs, prompt engineering, RAG, embeddings, vector databases, and semantic search.
• Architect AI agents and multi-agent workflows using frameworks such as LangChain, LangGraph, Semantic Kernel, AutoGen, or equivalent technologies.
• Evaluate and integrate foundation models from OpenAI, Azure OpenAI, AWS Bedrock, Google Vertex AI, Anthropic, and other AI platforms.
• Design scalable AI services and integrations using Python, REST APIs, microservices, and event-driven architectures.
• Build enterprise knowledge retrieval solutions using vector databases and enterprise data sources.
• Define MLOps and LLMOps practices covering model deployment, CI/CD, automated evaluation, monitoring, versioning, and lifecycle management.
• Establish AI security and governance standards, including responsible AI, data privacy, access control, model risk management, and regulatory compliance.
• Optimize AI solutions for performance, latency, scalability, token consumption, and cloud operating costs.
• Collaborate with business and technical teams to identify AI use cases, conduct proof of concepts, and transition successful solutions into production.
• Establish evaluation frameworks to measure model accuracy, hallucination rates, relevance, reliability, and business outcomes.
• Mentor AI/ML engineers and provide technical leadership throughout solution design, development, deployment, and operations.

Job description

Ascii Group, LLC is seeking an experienced AI Architect to design, architect, and lead enterprise-scale AI/ML solutions. The role involves collaborating with business stakeholders, data scientists, software developers, and security teams to translate requirements into scalable AI systems.

The candidate will define enterprise AI reference architectures, implement Generative AI using LLMs, and oversee AI governance, security, and cost optimization across cloud platforms.