prioritisation trade-offs across complex data ecosystems; Advanced SQL and analytical data modelling expertise; Experience building governed datasets for analytics, research, and decision-making; Strong background in modern analytics engineering, including dbt, testing, documentation, and data quality practices; Proficiency in Python for data pipelines, orchestration, and automation; Solid … with performance tuning, cost controls, and secure access patterns; Experience leading, mentoring, and developing data engineers; Strong ownership, accountability, analytical thinking, and structured decision-making; Nice to have: private markets or alternative investment data experience, advanced analytics or AI-enabled data platform capabilities, Terraform or equivalent, Kubernetes, related ...