Manager, Data Science
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Job Description
Manager, Data Science at MCG Health leading statistical evaluations and overseeing data scientists. Engaging in healthcare innovations to improve patient-focused care.
Responsibilities:
- Direct annotation by managing annotation budgets, sourcing data, and providing statistical analysis of annotations
- Maintain and expand metrics used to evaluate agent performance and fairness
- Create evaluation packages for Data Scientist and Machine Learning Engineers to use when running experiments
- Ensure accurate, regular reporting on evaluation metrics to stakeholders
- Manage periodic re-evaluation of production agents using user data and annotation
Requirements:
- Expert level Python proficiency
- Ability to write reliable, extensible python packages
- Demonstrated experience translating high level requirements into useful tools
- Excellent knowledge of frequentist and Bayesian statistical techniques
- Healthcare experience
- Good written communication skills
- Preferred Qualifications:
- Experience with basic principles of deep learning and/or natural language processing
- Experience working specifically on automated model evaluation
Benefits:
- 💻 Remote work
- ✈️ Travel expected 3-4 times per year for company-sponsored events
- 🩺 Medical, dental, vision, life, and disability insurance
- 📈 401K retirement plan; flexible spending and health savings account
- 🏝️ 15 days of paid time off + additional front-loaded personal days
- 🏖️ 14 company-recognized holidays + paid volunteer days
- 👶 up to 8 weeks of paid parental leave + 10 weeks of paid bonding leave
- 🌈 LGBTQ+ Health Services
- 🐶 Pet insurance
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