Finance AI Architect: Multi-Agent LLMs, MLOps & Forecasting

Jobtailor; Maine; On-site; USD 140,000 - 190,000; Full time

Job summary

Jobtailor seeks a senior AI/ML architect to design and lead agentic AI systems for finance workflows, enabling scalable production models and governance. You will drive multi-agent architectures using LLMs and orchestration patterns, translating cutting-edge research into reliable solutions.

You will establish guardrails for safe outputs, design advanced predictive models for customer behavior, and develop interpretable, production-grade solutions focused on retention strategies.

Qualifications

• 8+ years of experience deploying production AI systems.
• Proven track record of building production AI systems used at scale.
• Deep expertise in predictive modeling, including time series forecasting and churn modeling.
• Advanced proficiency in Python and ML/AI frameworks.
• Hands-on experience with LLMs, including prompt engineering, fine-tuning, and evaluation techniques.
• Strong experience with cloud platforms (AWS), distributed systems, and MLOps practices.
• Experience working with financial data and compliant modelling.
• Strong software engineering foundation, including API development, containerization (Docker/Kubernetes), and CI/CD pipelines.

Responsibilities

• Architect and lead the development of agentic AI systems that automate finance workflows.
• Design and implement multi-agent systems leveraging LLMs and orchestration patterns.
• Translate cutting-edge research into scalable solutions.
• Establish guardrails and responsible AI practices for safe outputs.
• Lead the design of advanced predictive models for customer behavior forecasting.
• Develop interpretable, production-grade models for retention strategies.
• Design scalable AI/ML systems with emphasis on software engineering best practices.
• Establish MLOps best practices for AI systems deployment and governance.
• Set technical direction for AI/ML initiatives across finance.

Skills

AI system design

Production ML systems

Python

LLMs & prompt engineering

AWS & cloud

MLOps

Time series forecasting

Churn modeling

APIs & containerization

Docker

Kubernetes

CI/CD pipelines

ML frameworks

Tools

Docker

Kubernetes

CI/CD tooling

ML frameworks (TensorFlow/PyTorch)

Job description

Jobtailor seeks a senior AI/ML architect to design and lead agentic AI systems for finance workflows, enabling scalable production models and governance. You will drive multi-agent architectures using LLMs and orchestration patterns, translating cutting-edge research into reliable solutions.

You will establish guardrails for safe outputs, design advanced predictive models for customer behavior, and develop interpretable, production-grade solutions focused on retention strategies.