Lead AI Engineer

Reposted 25 Days Ago
Be an Early Applicant
Miami, FL
In-Office
5-5 Annually
Senior level
Real Estate
The Role
Lead the design and deployment of machine learning models, develop large language models, design data pipelines, and provide technical mentorship.
Summary Generated by Built In

Key Responsibilities

Machine Learning & Deep Learning Innovation

  • Design, train, and deploy ML models across various business functions.
  • Utilize supervised, unsupervised, and reinforcement learning techniques to address a wide range of use cases.
  • Collaborate with cross-functional teams to identify critical business problems and propose data-driven solutions.

Conversational AI & Large Language Models (LLMs)

  • Develop, fine-tune, and deploy enterprise-level LLMs (e.g., GPT, Ollama, Groq) for both internal and client-facing solutions.
  • Implement Retrieval-Augmented Generation (RAG) and dialogue management systems to enable dynamic, context-aware conversational experiences.
  • Drive initiatives in prompt engineering, model optimization, and response quality improvements.

Enterprise-Level API Development & Integration

  • Architect and implement RESTful APIs and microservices to connect AI models with internal and external systems.
  • Collaborate with the IT team to ensure secure, scalable, and compliant data exchange practices.
  • Work closely with DevOps to streamline CI/CD pipelines for seamless deployment of AI services.

Data Engineering & Governance

  • Partner with Data Analysts and Data Engineers to design robust data pipelines using tools such as Apache Spark, Airflow, or similar.
  • Oversee data preprocessing, feature engineering, and data wrangling to ensure high-quality input for AI models.
  • Ensure alignment with the organization’s data governance policies, maintaining data security and compliance standards.

Technical Leadership & Mentorship

  • Lead a small team of AI engineers and Data Scientists, providing guidance, code reviews, and best practices for ML/DL development.
  • Facilitate knowledge sharing and collaboration through regular team meetings, workshops, and training sessions.
  • Partner with cross-functional leaders (e.g., CIO, Data Analysts, Product Managers) to align AI initiatives with Rialto’s strategic goals.

Continuous Improvement & Collaboration

  • Stay current on emerging AI trends, tools, and frameworks, evaluating their potential business impact.
  • Propose and champion innovative projects that leverage generative AI to transform Rialto’s business processes.
  • Work with the Director of Information Engineering & AI to track key metrics (e.g., model performance, ROI) and report progress to stakeholders.

Qualifications

  • Education & Experience
    • Bachelor’s degree required in computer science, Engineering, or a related field preferred; Master’s or Ph.D. highly preferred.
    • 5+ years of professional experience developing AI/ML solutions, with a strong track record of successful enterprise deployments.
    • Experience in financial services or real estate industries is a plus.
  • Technical Expertise
    • Proficiency in Python and deep learning frameworks such as TensorFlow, PyTorch, and related libraries (e.g., Hugging Face Transformers).
    • Hands-on experience with LLMs, prompt engineering, and techniques for fine-tuning large-scale language models.
    • Experience with data engineering tools like SQL, Apache Spark, Airflow, and data pipeline orchestration.
  • Systems & Tools
    • Familiarity with Azure cloud services (e.g., Azure Machine Learning, Data Factory) or equivalent cloud platforms.
    • Experience with containerization (Docker, Kubernetes) and CI/CD best practices for scalable deployments.
    • Solid understanding of version control systems (Git) and collaborative development workflows.
  • Soft Skills
    • Excellent communication skills to translate complex AI concepts into actionable insights for business stakeholders.
    • Strong leadership, project management, and problem-solving abilities.
    • Collaborative mindset with the ability to work across multifunctional teams and drive successful outcomes.

While performing the duties of this job, the Associate is occasionally required to stand; walk; sit; use hands to finger, handle, or feel objects, tools or controls; reach with hands and arms; climb stairs; balance; stoop.  The Associate must occasionally lift and/or move up to 25 pounds. Evening or weekend work may be necessary to meet deadlines.

This description outlines the basic tasks and requirements for the position noted.  It is not a comprehensive listing of all job duties.

Rialto Capital is committed to the principles of Equal Employment Opportunity. Our policy is to provide equal employment opportunity to all applicants and Associates without regard to race, color, religion, sex, pregnancy, sexual orientation, gender identity or expression, national origin, age (40+), disability, veteran status, genetic information (including family medical history), or any other legally protected status.

Our company uses E-Verify to confirm the employment eligibility of all newly hired employees.

To learn more about E-Verify, including your rights and responsibilities please visit: e-verify.gov.

Top Skills

Airflow
Spark
Azure Machine Learning
Docker
Git
Hugging Face Transformers
Kubernetes
Python
PyTorch
SQL
TensorFlow
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The Company
HQ: Miami, FL
232 Employees

What We Do

Rialto is an integrated real estate investment and asset management company that invests and manages assets throughout the capital structure in real estate properties, loans, and securities. Rialto was formed in 2007, and has participated in the investment of billions of dollars of equity in real estate assets.

The company is headquartered in Miami, Florida, and has professionals operating in offices throughout the United States and in Europe. Rialto’s executive management team is comprised of seasoned professionals who have been market leaders globally in CMBS securities investing, distressed debt, and commercial and residential properties through multiple cycles.

*The term “Rialto” refers to the Rialto family of companies which includes Rialto Management Group, LLC and its subsidiaries Rialto Capital Management, LLC and Rialto Capital Advisors, LLC.

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