Senior Manager, Infrastructure Data Science
Core
Shape the future of Databricks infrastructure through data science, tackling capacity planning, performance optimization, reliability engineering, and infrastructure efficiency.
Role type
Senior Manager, Infrastructure Data Science
Builds
Databricks data and AI infrastructure platform
Domain
Cloud infrastructure, Data & AI
Deliverable
production ML models | infrastructure
Required skills
Infrastructure data science, machine learning, advanced analytics, statistics, data modeling, big data technologies, data visualization, cloud environment product development, team management, strategic guidance, risk mitigation, resource utilization analysis
Preferred skills
Leadership across functional lines, executive communication, problem-solving in ambiguity
Technologies
Apache Spark, Delta Lake, MLflow, cloud environments
Responsibilities
Provide thought leadership and strategic guidance on infrastructure planning; Promote a data-driven approach to infrastructure decisions; Implement data-driven solutions to identify, predict, and mitigate infrastructure risks; Spearhead analyses to improve resource utilization efficiency; Establish data frameworks to empower support teams; Mentor and manage a team of data scientists
Seniority
Senior, hands-on IC with management responsibilities