onsite
AI Solutions Engineer - Atlantic Coast Mortgage
Software Engineer
Design and deploy AI-driven solutions, integrating machine learning models into scalable cloud services using Python, TensorFlow, and AWS while ensuring robust data pipelines and API interfaces.
About the role
Key Responsibilities
- Develop, train, and fine‑tune machine learning models to address business problems in the mortgage domain.
- Design and implement end‑to‑end AI pipelines, including data ingestion, preprocessing, model serving, and monitoring.
- Deploy models to cloud environments (AWS) using containerization (Docker) and serverless or container orchestration services.
- Build and maintain RESTful APIs that expose model predictions to internal and external applications.
- Collaborate with data engineers, product owners, and compliance teams to ensure data quality, security, and regulatory adherence.
Requirements
- Strong proficiency in Python and experience with ML frameworks such as TensorFlow or PyTorch.
- Hands‑on experience deploying AI solutions on AWS (SageMaker, Lambda, ECS/EKS).
- Solid understanding of containerization (Docker) and CI/CD pipelines for model lifecycle management.
- Ability to design and implement RESTful APIs and work with relational databases (SQL).
- Excellent problem‑solving skills and ability to translate business needs into technical AI solutions.
Skills
pythonmachine learningtensorflowawsdockersql