Embedded AI Engineer for Investment Solutions

Madison-Davis, LLC; New York (NY); On-site; USD 140,000 - 210,000; Full time

Job summary

Madison-Davis, LLC is expanding its AI Solutions function and hiring Forward Deployed Engineers to build AI-powered applications directly with investment and enterprise users in New York. This hands-on role blends Python development, AI, product thinking, and direct stakeholder interaction.

You will partner with portfolio managers, researchers, and business teams to translate problems into technical solutions, design production-grade AI applications, and own projects end-to-end from requirements

Qualifications

• 5+ years of professional software-engineering experience.
• Experience building software with business or non-engineering users.
• Ability to gather requirements and iterate based on user feedback.
• Experience with AWS services (S3, OpenSearch, DynamoDB).
• Kubernetes and modern CI/CD experience.
• Experience with unstructured or semi-structured data.
• Strong product instincts and prioritization of high-value features.
• Excellent communication and problem-solving skills.

Responsibilities

• Partner with investment professionals and users to identify AI opportunities.
• Translate business problems into technical requirements and products.
• Design and build production-grade AI applications and workflows.
• Create systems that analyze documents, filings, emails, and market data.
• Develop AI agents, prompts, reusable skills, and RAG workflows.
• Own projects from requirements through deployment and production adoption.
• Collaborate with AI platform teams to reuse patterns.
• Maintain engineering standards for testing, deployment, and production support.

Skills

Python development

Software engineering

Product thinking

Communication skills

Problem solving

Tools

AWS

Kubernetes

CI/CD

OpenSearch

DynamoDB

S3

Job description

Madison-Davis, LLC is expanding its AI Solutions function and hiring Forward Deployed Engineers to build AI-powered applications directly with investment and enterprise users in New York. This hands-on role blends Python development, AI, product thinking, and direct stakeholder interaction.

You will partner with portfolio managers, researchers, and business teams to translate problems into technical solutions, design production-grade AI applications, and own projects end-to-end from requirements