Gen AI Architect: LLMs & RAG for Finance

Ethereum Technologies LLC; Charlotte (NC); On-site; USD 180,000 - 260,000; Full time

Job summary

ETHEREUM TECHNOLOGIES LLC seeks a Gen AI Architect to lead AI/ML architecture for investment banking processes, leveraging Azure OpenAI and RAG approaches. You will design end-to-end AI solutions, govern models, and drive CI/CD for AI deployments across enterprise environments.

You will collaborate with business stakeholders, evaluate tools and cloud services, and stay ahead of industry trends to implement ethical, scalable AI solutions with a focus on reliability and performance.

Qualifications

• Proven experience 10+ years leading AI/ML architecture in enterprise environments.
• Deep expertise deploying large-scale AI/ML solutions with LLMs and RAG frameworks.
• Experience with AI/ML tools and frameworks such as TensorFlow, PyTorch, Hugging Face, LangChain, LangGraph, or similar.
• Knowledge of cloud platforms (AWS, Azure, GCP) and services tailored for AI deployment.
• Familiarity with model governance, security, explainability, and ethical AI standards.
• Experience in developing CI/CD pipelines for AI/ML, including model versioning, monitoring, and performance tuning.
• Strong problem-solving, communication, and stakeholder management skills.

Responsibilities

• Define and drive the AI/ML architecture and roadmap, including both traditional machine learning and Generative AI (GenAI) use cases.
• Design comprehensive end-to-end AI solutions covering data ingestion, feature engineering, model training, inference pipelines, and monitoring frameworks.
• Lead the integration of Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) frameworks, utilizing tools such as LangChain, LangGraph, or similar.
• Collaborate with business stakeholders to translate requirements into scalable AI-driven technical solutions.
• Evaluate and select appropriate AI/ML tools, cloud services, frameworks, and libraries based on use case needs and industry best practices.
• Ensure models adhere to governance, security, explainability, and regulatory compliance, embedding ethical AI principles into system design.
• Guide engineering teams in the implementation of AI components, emphasizing scalability, reliability, and performance optimization.
• Partner with DevOps teams to establish CI/CD pipelines for AI, including model versioning, deployment automation, and ongoing A/B testing.
• Keep abreast of the latest industry research, breakthroughs, and emerging trends in AI, recommending adoption of best practices and innovative solutions.

Skills

AI/ML architecture

LLMs

RAG frameworks

LangChain

LangGraph

TensorFlow

PyTorch

Hugging Face

CI/CD for AI/ML

stakeholder management

Education

Ph.D./Master's degree (preferred)

Tools

LangChain

LangGraph

TensorFlow

PyTorch

Hugging Face

Job description

ETHEREUM TECHNOLOGIES LLC seeks a Gen AI Architect to lead AI/ML architecture for investment banking processes, leveraging Azure OpenAI and RAG approaches. You will design end-to-end AI solutions, govern models, and drive CI/CD for AI deployments across enterprise environments.

You will collaborate with business stakeholders, evaluate tools and cloud services, and stay ahead of industry trends to implement ethical, scalable AI solutions with a focus on reliability and performance.