Forward Deployment Engineer

Tata Consultancy Services; Miami (FL); On-site; USD 130,000 - 140,000; Full time

Benefits offered by this job

Discretionary Annual Incentive

Comprehensive Medical Coverage (Health

Dental & Vision

Job summary

Tata Consultancy Services is seeking a senior AI/ML solutions architect to collaborate with business leaders, translate requirements into scalable AI and analytics solutions, and drive adoption across Commercial Real Estate and Loan Servicing. The role focuses on building AI-enabled processes, data pipelines, and dashboards to deliver measurable business impact.

Ideal candidates have 5+ years in software/data/AI roles, strong stakeholder communication, and hands-on experience with GenAI, ML, and

Qualifications

• Must have 5+ years in software/data/AI roles.
• Experience translating business needs into technical solutions.
• Proven track record delivering AI-enabled transformations.

Responsibilities

• Partner with Rialto business leaders to understand workflows and objectives.
• Translate complex requirements into scalable AI, automation, and analytics solutions.
• Act as trusted advisor for AI adoption in CRE and Loan Servicing.
• Conduct discovery workshops and identify high-value AI use cases.

Skills

5+ years experience in software/data/A

Stakeholder collaboration

AI-enabled transformation

Education

Bachelor of Computer Science

Tools

Python

SQL

APIs & Microservices

Cloud Platforms (Azure/AWS/GCP)

ML fundamentals

Generative AI & LLMs

RAG

Vector Databases

LangChain / LlamaIndex / Semantic Kernel

Git / CI/CD / DevOps

Job description

• 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.

Job Description

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

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:
• Asset Management
• Loan Servicing
• Special Servicing
• Investor Reporting
• Document Processing
• Portfolio Risk Monitoring
• Integrate AI solutions with enterprise platforms and existing business applications.

Data Engineering & Analytics

• Work with structured and unstructured data from:
• Mortgage Loans
• CMBS Portfolios
• Property Financials
• Servicing Platforms
• Investor Reports
• 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 & Training Reimbursement.
• Time Off: Vacation, Time Off, Sick Leave & Holidays.
• Legal & Financial Assistance: Legal Assistance, 401K Plan, Performance Bonus, College Fund, Student Loan Refinancing.

Qualifications

BACHELOR OF COMPUTER SCIENCE