Data Manager
murmuration
PythonSQLTableau
Senior/Staff Machine Learning Data Scientist
Bayesian Health
full-time
Posted on:
Location Type: Remote
Location: Remote • 🇺🇸 United States
Visit company websiteJob Level
Senior
Tech Stack
PythonSQL
About the role
- Develop and tune innovative, new ML models and labeler systems based on deep understanding of clinical use cases and state-of-the-art ML methods
- Identify strategies for improving our production ML-based systems, and write, debug, and deploy production-grade Python code to implement those strategies
- Understand model performance and metrics, and present this to technical and non-technical users, both internally and externally
Requirements
- Ph.D. in a relevant field plus 3+ years experience shipping ML based software products
- Experience owning your ML models from prototyping to production, especially real-time algorithms that update dynamically across time
- Experience writing production-grade Python and SQL code to implement and evaluate ML models in production systems
- Track record of using statistics and performance metrics to compare end-to-end ML and product performance
Benefits
- Health insurance
- Professional development opportunities
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
machine learningPythonSQLreal-time algorithmsmodel performance metricsdebuggingproduction-grade codestatistical analysisML model prototypingML model deployment
Soft skills
communicationpresentation skillsproblem-solvingcollaborationstrategic thinking
Certifications
Ph.D. in relevant field
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