• Streamline the software development and deployment processes. • Foster collaboration between development and operations teams. • Implement and maintain CI/CD pipelines to automate software delivery. • Utilize IaC tools to manage and provision infrastructure. • Set up monitoring solutions and centralized logging. • Facilitate communication between development and operations teams. • Implement security best practices throughout the development and deployment processes. • Identify opportunities for automation, reducing manual intervention. • Work with cloud providers to optimize infrastructure.

• Build and improve an on-demand GPU workstation platform with lightweight containerization or virtualization. • Implement scheduling, reservation, registration, image management, storage mounting, SSH with SSO, and developer-friendly access flows. • Automate cluster namespace configuration across CPU, GPU, memory, and storage allocations. • Support hierarchical capacity allocation models with RBAC-based administration. • Automate storage import, export, and archival workflows as allocations change. • Build monitoring, alerts, and automated incident ticket creation for large-scale cluster environments. • Improve integrations between source control, CI/CD, package distribution, and GPU-connected development workflows. • Contribute automation, scripts, and agentic tooling that improve infrastructure and day-to-day research workflows.

• Build and improve an on-demand GPU workstation platform with lightweight containerization or virtualization • Implement scheduling, reservation, registration, image management, storage mounting, SSH with SSO, and developer-friendly access flows • Automate cluster namespace configuration across CPU, GPU, memory, and storage allocations • Support hierarchical capacity allocation models with RBAC-based administration • Automate storage import, export, and archival workflows as allocations change • Build monitoring, alerts, and automated incident ticket creation for large-scale cluster environments • Improve integrations between source control, CI/CD, package distribution, and GPU-connected development workflows • Contribute automation, scripts, and agentic tooling that improve infrastructure and day-to-day research workflows

• Tune SQL queries to increase performance and decrease overall system impact. • Monitor servers for performance problems and alleviate bottlenecks. • Build systems and programs that automate away repetitive tasks. • Design and refactor data structures to meet performance goals. • Review schema change proposals from development teams and suggest best practices. • Administer database roles and users. • Monitor and maintain database backups and restores. • Ensure optimal database indexing. • Conduct capacity planning and make and implement recommendations. • Coach, educate, and lead other engineers across the technology organization on how to best interact with data through pairing, design reviews, blogging, and teaching sessions.