Data Analyst
About the role
Job Purpose The Data Analyst owns data extraction, reporting and dashboarding for Metabolic's clinical and business teams. The role pulls data from the clinic's systems, structures it and turns it into dashboards and reports that give the team a clear read on patient outcomes, program performance and business metrics. This role sits close to the Metabolic Baseline and the clinic's broader diabetes and metabolic health programs. The work here feeds directly into research, partnerships and operational decisions across the business. Key Responsibilities Data Extraction & Management Extract data from the clinic's database and other systems on a regular schedule and on request. Clean and structure data so it's ready for analysis, checking for accuracy and completeness before it goes anywhere. Keep a documented process for every extraction so the same pull produces the same result each time. Flag data quality issues to the relevant team and track them through to resolution. Dashboards & Reporting Build and maintain dashboards that track clinical, operational and program metrics for the teams that rely on them. Update dashboards on a set schedule and keep the underlying data sources current. Turn raw data into reports and presentations that summarize findings clearly for non-technical audiences. Document the methodology behind every report so results can be checked and reproduced later. SQL & Database Work Write and maintain SQL queries against the clinic's database to pull, join and aggregate data across tables. Optimize queries so dashboards and reports run without slowing down clinic systems. Work with the technical team to flag schema changes that affect existing queries or reports. Python & Analysis Use Python and Pandas to clean, transform and analyze datasets that go beyond what SQL or spreadsheets can handle. Build repeatable scripts for recurring analysis so the same request doesn't require manual rework each time. Apply statistical methods to support research projects and clinical program evaluation. Compliance & Data Privacy