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docker aws sql python fastapi

πŸ“‹ 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

🎯 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

🎁 Benefits

  • Time off when you need it – unlimited vacation days
  • Generous insurance coverage
  • 401k program with a company match
  • Fun, collaborative culture
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