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docker aws sql python fastapiπ Description
- Develop and productionize ML models for healthcare products (privacy, inventory, monitoring)
- Define and track KPIs to measure model performance and business impact
- Collaborate with product teams to scope analytics projects and prototypes
- Translate ambiguous business problems into well-defined, quantitative hypotheses
- Communicate findings to stakeholders; present results in customer meetings
- Inform roadmaps; evaluate feasibility; assess risks; adapt to new data sources
π― Requirements
- Degree or equivalent in data science, statistics, or CS
- Python production code for APIs (Flask, FastAPI)
- Deep understanding of statistical models; ML (supervised/unsupervised)
- AWS cloud services: SageMaker, Athena, RDS, Glue, ECR, IAM, CodeBuild
- Master-level SQL
- Git workflows and ability to present to non-technical audiences
π Benefits
- Time off when you need it β unlimited vacation days
- Generous insurance coverage
- 401k program with a company match
- Fun, collaborative culture
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