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Oak Street Health is looking for a senior data scientist to join our data science team. The mission is to enhance workflows with data insight tools, including AI, for effective patient care. Responsibilities include managing the data science lifecycle, collaborating with healthcare professionals, and staying updated on innovations.
Job Responsibility:
Support the full data science lifecycle in healthcare projects from feature engineering, to experimentation, to post-deployment monitoring and improvement
Collaborate directly with medical professionals and business leaders to translate real-world gaps into data-driven solutions
Communicate findings, performance, and projected impacts of tools to diverse stakeholders
Serve as a thought leader to guide product development
Stay abreast of developments in the field to improve techniques
Conduct advanced real-world experiments to answer how patients engage with their health.
Requirements:
A graduate degree in a related field of mathematics, biostatistics, computer science, or engineering with 5+ or 3+ years working experience with a master's degree or PhD, respectively
Advanced proficiency in foundations of data science and machine learning
Applied experience leveraging both conventional ML and emerging NLP tools in a healthcare or healthcare adjacent setting
Expertise in HIE data and/or medical claims, extensive experience with clinical note data is a plus
Strong command of Python/R and SQL
Experience conducting natural experiments and observational studies of health outcomes and interpreting results with standard statistical techniques
Excellent problem-solving and analytical skills
Skilled communicator able to connect data with insight to stakeholder groups
Familiarity with best practices in model productionalization and deployment is a plus.
Nice to have:
Extensive experience with clinical note data
Familiarity with best practices in model productionalization and deployment.
What we offer:
Collaborative and energetic culture
Fast-paced and innovative environment
Competitive benefits including paid vacation and sick time, generous 401K match with immediate vesting, and health benefits
Affordable medical plan options, a 401(k) plan (including matching company contributions), and an employee stock purchase plan
No-cost programs for wellness screenings, tobacco cessation and weight management programs, confidential counseling and financial coaching
Paid time off, flexible work schedules, family leave, dependent care resources, colleague assistance programs, tuition assistance, retiree medical access.
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