Weyerhaeuser seeks a Senior AI Architect to design and lead enterprise-scale AI solutions that transform manufacturing and supply chain operations. You will define AI architectures, integrate mill, IoT, and business data, and partner with engineering, operations, and IT to deliver predictive quality, optimization, and automation use cases. Responsibilities include selecting tools and platforms, guiding MLOps and data pipelines, ensuring security and governance, and mentoring engineers. You'll help advance sustainable, safe, and efficient wood products manufacturing in a collaborative, values-driven culture.
Responsibilities
- Design and own end-to-end AI and ML architectures for manufacturing, supply chain, and sustainability use cases.
- Collaborate with operations, engineering, and IT to identify high-impact AI opportunities and translate them into technical designs.
- Lead integration of mill, Io
- T, and enterprise data into scalable data and feature pipelines.
- Guide MLOps practices for reliable model deployment, monitoring, and life-cycle management.
- Select and standardize AI tools, platforms, and frameworks aligned with security and governance requirements.
- Optimize model performance, reliability, and cost in cloud and hybrid environments.
- Mentor engineers and data scientists on architecture patterns, standards, and best practices.
- Ensure AI solutions support Weyerhaeuser's safety, sustainability, and compliance commitments.
Required Skills
- AI architecture design
- Machine learning engineering
- MLOps and model deployment
- Cloud platforms (AWS/Azure/GCP)
- Data engineering and pipelines
- Python and relevant ML frameworks
- Io
- T and industrial data integration
- Solution design and systems architecture
- Model performance optimization
- Stakeholder and cross-functional collaboration