Product Engineering Architect

About the role

As the Product Engineering Architect at AMH, you will be a strategic and hands-on technical leader responsible for executing the Product Engineering AI architecture vision. You will design and deliver production-grade AI solutions and lead the adoption of modern AI technologies across the organization. Partnering with leadership, business stakeholders, and engineering teams, you will identify high-impact AI use cases, establish architecture frameworks, and ensure AI solutions are scalable, governed, and aligned with organizational goals. Your deep expertise in Generative AI, Agentic AI systems, LLM orchestration, and MLOps will translate complex AI capabilities into production systems and reusable components. You will collaborate with Compliance, Security, and Architecture teams to ensure responsible AI deployment, regulatory alignment, and enterprise-grade production readiness.

Responsibilities

• Guide the execution of the Product Engineering AI roadmap, defining architecture standards, reusable frameworks, and scalable AI design patterns aligned with business objectives.
• Design and deliver enterprise-grade AI solutions, including Generative AI applications, Agentic AI systems, Retrieval-Augmented Generation (RAG) pipelines, LLM integrations, and MLOps/LLMOps frameworks.
• Partner with business and technology stakeholders to translate goals and requirements into practical, innovative AI solutions.
• Evaluate emerging AI technologies, conduct proofs of concept, and recommend solutions that deliver measurable value.
• Collaborate with Security, Risk, Compliance, and Architecture teams to support responsible, secure, and compliant AI implementations.
• Assess solution risks, recommend mitigation strategies, and contribute to governance practices that support enterprise AI initiatives.
• Mentor engineers and architects, sharing best practices and fostering a culture of innovation, learning, and continuous improvement.
• Develop reference architectures and reusable components that promote consistency, scalability, and operational excellence across projects.

Requirements

• Bachelor's degree in Computer Science, Engineering, Statistics, Data Science, or a related field, or an equivalent combination of education and experience required; Master’s degree preferred.
• Minimum 8 years of experience in solution architecture, technical design, and enterprise technology delivery.
• Minimum 3 years of strong knowledge of Generative AI, Large Language Models (LLMs), Agentic AI systems, and AI operational frameworks.
• Experience leading technical initiatives and architecting complex solutions, particularly within regulated or highly governed environments.
• Experience working with AI orchestration platforms and frameworks such as LangChain, CrewAI, AutoGen, Strands, or similar technologies.
• Familiarity with cloud AI ecosystems including Azure AI Foundry, AWS Bedrock, GCP Gemini AI, M365 Copilot Studio, or comparable platforms.
• Experience developing RAG solutions, vector databases, memory systems, prompt engineering strategies, and model optimization techniques.
• Knowledge of modern AI development tools, coding assistants, and enterprise AI platforms.
• Knowledge of integration protocols, tool-calling frameworks, and API-driven architectures.
• Familiarity with responsible AI practices, governance principles, and regulatory frameworks.
• Knowledge of LLM infrastructure concepts such as GPU utilization, token economics, and performance optimization.
• Strong communication skills with an aptitude for translating technical concepts into business-focused recommendations.
• Success collaborating with cross-functional teams in Agile and evolving technology environments.
• Relevant AI, cloud, or architecture certifications preferred.

Pay

The anticipated pay range/scale for this position is based on experience. Actual starting base pay within this range will depend on factors including geographic location, education, training, skills, and relevant experience. This position is eligible to receive a discretionary annual bonus.

Benefits

• Medical, dental, and vision insurance.
• Flexible spending accounts and/or health savings accounts; dependent savings accounts.
• 401(k) with company matching contributions.
• Employee stock purchase plan.
• Tuition reimbursement program.
• 9 paid holidays per year.
• Paid time off (PTO) accrued at a rate of 0.0577 hours per hour worked, up to a maximum of 120 hours per year.