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Understanding in depth both the business and technical problems company aims to solve
Scaling up from “laptop-scale” to “cluster scale” problems, in terms of both infrastructure and problem structure and technique
Delivering tangible value very rapidly, collaborating with diverse teams of varying backgrounds and disciplines
Codifying best practices for future reuse in the form of accessible, reusable patterns, templates, and code bases
Managing a team of engineers, themselves spread across several simultaneous value-delivery and infrastructure building initiatives
Interacting with senior technologists from the broader enterprise and outside of organization (partner ecosystems and customers) to create synergies and ensure smooth deployments to downstream operational systems