remote
Senior Machine Learning & AI Platforms Engineer - The Home Depot
ML Engineer
Senior engineer designing, building, and optimizing AI‑powered applications using generative models and LLMs, with a focus on prompt engineering, model integration, and cloud deployment.
About the role
Key Responsibilities
- Design and develop AI‑driven features and services that incorporate large language models and other generative AI technologies.
- Implement prompt engineering strategies, fine‑tune models, and create retrieval‑augmented pipelines to meet product requirements.
- Integrate, test, and deploy machine‑learning models on cloud platforms (e.g., AWS) using container orchestration and CI/CD best practices.
- Collaborate with product, engineering, and data teams to translate user stories into scalable AI solutions.
- Monitor model performance in production, troubleshoot issues, and continuously improve accuracy, latency, and cost efficiency.
Requirements
- 5+ years of professional experience in machine learning engineering, with a strong focus on generative AI and LLMs.
- Proficiency in Python and deep‑learning frameworks such as PyTorch or TensorFlow.
- Hands‑on experience deploying models on AWS (SageMaker, Lambda, ECS/EKS) and managing containerized workloads.
- Demonstrated expertise in prompt engineering, model fine‑tuning, and retrieval‑augmented generation techniques.
- Solid understanding of software engineering best practices, including version control, testing, and CI/CD pipelines.
Skills
pythonpytorchtensorflowaws