Senior AI Platform Architect for Digital Workforce

The Home Depot; Atlanta (GA); On-site; USD 150,000 - 190,000; Full time

Job summary

The Home Depot is seeking a Senior Software Engineer for Applied AI Acceleration to architect and scale enterprise-grade AI and agentic automation across IT and Marketing ecosystems, building a Digital Workforce Ecosystem with multi-agent orchestration for campaign lifecycle from insights to execution.

You will productionize high-value AI use cases, embed guardrails like model governance and observability, mentor engineers, and collaborate with cross-functional teams to deliver rapid AI

Qualifications

• 3–6 years of professional software engineering experience with distributed systems, AI/ML architecture, or intelligent workflow automation.
• Strong proficiency in Python, Java, or Go.
• Experience building multi-agent systems or using agent orchestration frameworks (e.g., LangChain, LangGraph, AutoGen, CrewAI, Semantic Kernel).
• Deep technical understanding of LLMs, prompt engineering paradigms, vector databases (Pinecone, Milvus, Chroma), and embedding techniques.
• Experience establishing AI Observability & Evaluation systems to track model drift, latency, costs, hallucination rates, and agent-to-agent performance.
• Experience with MLOps pipelines and cloud-native AI infrastructures (AWS, GCP, or Azure AI ecosystems).
• Familiarity with enterprise data streaming, API management, and integration layers (e.g., connecting AI agents to CDPs, CRMs, and Content Management Systems).
• Strong understanding of enterprise software design patterns, microservices architecture, and Git.
• Exposure to security frameworks, ethical AI guidelines, and regulatory model compliance (data governance, privacy protection) within corporate environments.
• Proven tracking record of breaking down complex, ambiguous business requirements into lean, high-impact technical architectures.
• Experience mentoring junior engineering talent and leading architectural design reviews across cross-functional technology teams.

Responsibilities

• 50% Delivery and Execution - Designs, builds, and deploys scalable multi-agent systems and orchestration layers across enterprise channels.
• 60%?
• 50% Enterprise AI scaling across channels and platforms.
• 20% Learns and grows - Actively seeks growth through formal and informal channels.
• 20% Plans and aligns - Collaborates in agile processes and translates user needs into actionable requirements.
• 10% Supports and enables - Mentors junior engineers and leads technical discussions.

Skills

Distributed systems

AI/ML architecture

Multi-agent systems

LangChain

LLM/prompt engineering

AI Observability

MLOps

Cloud AI infrastructures

Data streaming & API integration

Microservices architecture

Git version control

Security & governance

Architectural design reviews

Education

Bachelor's degree in Computer Science or related field

Tools

Pinecone

Milvus

Chroma

LangSmith

TruLens

Phoenix

LangChain

Job description

The Home Depot is seeking a Senior Software Engineer for Applied AI Acceleration to architect and scale enterprise-grade AI and agentic automation across IT and Marketing ecosystems, building a Digital Workforce Ecosystem with multi-agent orchestration for campaign lifecycle from insights to execution.

You will productionize high-value AI use cases, embed guardrails like model governance and observability, mentor engineers, and collaborate with cross-functional teams to deliver rapid AI