Senior Machine Learning Engineer- Generative AI (REMOTE)
Core
Designing, building, integrating, and maintaining AI-powered applications leveraging generative models and large language models (LLMs) for The Home Depot's product ecosystem.
Role type
Senior IC Generative AI Engineer
Builds
Production AI applications, RAG pipelines, and scalable AI services embedded in software products
Domain
Retail / Generative AI / LLMs
Deliverable
production ML models | product features
Required skills
Python, LLMs, prompt engineering, RAG pipelines, vector databases, API integration, CI/CD, monitoring, GPU acceleration, SQL, cloud platforms (GCP)
Preferred skills
Responsible AI practices, graph databases, knowledge ingestion pipelines, conversational AI systems, front-end frameworks (ReactJS, Node.js), A/B testing, advanced ML techniques (NLP, CNNs)
Technologies
Google Vertex AI, BigQueryML, Google Agent Development Kit (ADK), CUDA, cuDNN, D3
Responsibilities
Collaborate with product teams to create secure, scalable ML solutions; Write custom code/scripts for automation, destructive testing, and monitoring; Configure commercial off-the-shelf solutions; Create dashboards and alerting systems; Monitor production SLOs and performance/capacity; Review code and prompt implementations for best practices
Seniority
Senior, hands-on IC