Forward Deployment Engineer (FDE) - AI/ML Location: ~Miami, FL~ Duration: 6 months
GBaMS ReqID: 10923275
- Software engineering, data engineering, AI/ML, or solution consulting roles,
- Experience working directly with business stakeholders and translating requirements into technical solutions.
- Python, SQL, APIs and Microservices, Cloud Platforms (Azure preferred, AWS or GCP acceptable), Machine Learning and Data Science fundamentals
- 8+ years of experience in software engineering, data engineering, AI/ML, or solution consulting roles.
- Experience working directly with business stakeholders and translating requirements into technical solutions.
- Demonstrated experience delivering AI-enabled business transformation initiatives.
Technical Skills
" Python
" SQL
" APIs and Microservices
" Cloud Platforms (Azure preferred, AWS or GCP acceptable)
" Machine Learning and Data Science fundamentals
" Generative AI and Large Language Models
" Retrieval-Augmented Generation (RAG)
" Vector Databases
" LangChain, LlamaIndex, Semantic Kernel, or similar frameworks
" Git, CI/CD, DevOps practices
Data & Analytics
" Data Engineering
" Data Modeling
" Power BI/Tableau
" Data Visualization
" ETL/ELT processes
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Preferred Qualifications
Commercial Real Estate Domain Knowledge
Experience in one or more of the following:
" Commercial Real Estate (CRE)
" Mortgage Loan Servicing
" CMBS
" Asset Management
" Special Servicing
" Real Estate Investment Management
" Distressed Assets Management
" Portfolio Risk Management
Consulting & Client-Facing Skills
" Strong executive communication skills.
" Ability to present AI concepts to both technical and non-technical audiences.
" Experience working in consulting or customer-facing environments.
" Ability to manage ambiguity and solve complex business problems.
Roles & Responsibilities Key Responsibilities Business & Domain Engagement
" Partner closely with Rialto business leaders and operational teams to understand workflows, pain points, and strategic objectives.
" Translate complex business requirements into scalable AI, automation, and analytics solutions.
" Act as a trusted advisor for AI adoption across Commercial Real Estate and Loan Servicing operations.
" Conduct discovery workshops and identify high-value use cases for AI and GenAI implementation.
AI Solution Development & Deployment
" Design, build, and deploy AI-powered applications leveraging GenAI, LLMs, Agentic AI, and machine learning technologies.
" Develop proof-of-concepts (POCs) and rapidly iterate into production-grade solutions.
" Build AI assistants and copilots to support:
o Asset Management
o Loan Servicing
o Special Servicing
o Investor Reporting
o Document Processing
o Portfolio Risk Monitoring
" Integrate AI solutions with enterprise platforms and existing business applications.
Data Engineering & Analytics
" Work with structured and unstructured data from:
o Mortgage Loans
o CMBS Portfolios
o Property Financials
o Servicing Platforms
o Investor Reports
o Legal and Asset Documents
" Design data pipelines and AI-ready datasets.
" Create dashboards and actionable business insights using modern analytics tools.
Product & Technology Delivery
" Collaborate with engineering and architecture teams to deploy scalable solutions.
" Drive end-to-end implementation from ideation through production deployment.
" Monitor adoption, business value realization, and continuous optimization.
" Ensure compliance with data governance and security standards.
Innovation & Thought Leadership
" Stay current on emerging AI technologies, frameworks, and industry trends.
" Recommend innovative ways to improve efficiency, reduce operational costs, and enhance decision-making.
" Champion AI-first thinking across business processes.