Forward Deployment Engineer

Must Have Technical/Functional Skills

• 5+ 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.

Salary Range: $130,000 -$140,000 year

TCS Employee Benefits Summary:

Discretionary Annual Incentive.

Comprehensive Medical Coverage: Medical & Health, Dental & Vision, Disability Planning & Insurance, Pet Insurance Plans.

Family Support: Maternal & Parental Leaves.

Insurance Options: Auto & Home Insurance, Identity Theft Protection.

Convenience & Professional Growth: Commuter Benefits & Certification & amp; Training Reimbursement.

Time Off: Vacation, Time Off, Sick Leave & Holidays.

Legal & Financial Assistance: Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing.

#LI-SP1

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Role: Engineer

Desired skills: Artificial Intelligence | Machine Learning

Qualifications: BACHELOR OF COMPUTER SCIENCE

• Experience: 8 - 20 Years

• Job function: TECHNOLOGY

• Location: Miami, FL

Salary range: $130,000–$140,000

Apply by: 2026-09-23 00:00:00