Manager, Data Science
MCG Health
full-time
Posted on:
Location Type: Remote
Location: Remote • Washington • 🇺🇸 United States
Visit company websiteSalary
💰 $154,300 - $216,000 per year
Job Level
Mid-LevelSenior
Tech Stack
Python
About the role
- 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
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
Pythonstatistical analysisfrequentist techniquesBayesian techniquesdeep learningnatural language processingautomated model evaluationreliable python packagesdata annotationevaluation metrics
Soft skills
written communicationtranslating requirements