Company: Oak Street Health
Title: Engineer II, Machine Learning - MLops
Location: Treehouse
Role Description
Oak Street Health is looking for a machine learning engineer to support our extensive production modeling efforts. You will design, develop, test and expand Oak Streets Healthâ s internal tools that enable our Data Science teams to seamlessly build, deploy and monitor models. You will leverage both your programming and problem-solving skills to improve our model building and hosting pipelines. Oak Street Health has built a world-class risk stratification tool to empower optimal clinical outcomes and you will have the opportunity to contribute to its continued growth through writing production-quality code.
Responsibilities
• Provide technical leadership and execution of the technical design, development, and implementation of data engineering and machine learning pipelines
• Partner with Data Science, Product, and Business partners to design and deploy MLOps strategies that are effective and efficient at enabling data science solutions.
• Support full lifecycle MLOps from external data integration, model scaling, CI/CD practices, to prediction quality assurance
• Maintain existing features of the data science tech stack individually and collaboratively through refactoring and production code review, respectively
• Other duties as assigned
What weâ re looking for
• 4+ years working with data field especially clinical or medical data
• Strong background in the foundations of machine learning and model serving
• Experience writing software for a distributed, cloud-based environment in a CI/CD pipeline
• Excellent command and productional experience with Python
• Experience with SQL/non-SQL databases
• An ability to independently pursue and implement solutions to complex problems
• Demonstrated technical leadership skills in architecting solutions and driving the adoption of those solutions across a technical team
• Strong communication and interpersonal skills with the ability to delivery complex topics to all familiarity levels
• Familiarity with healthcare clinical and billing data is a plus
• US work authorization
• Someone who embodies being â Oakyâ
What does being â Oakyâ look like?
• Radiating positive energy
• Assuming good intentions
• Creating an unmatched patient experience
• Driving clinical excellence
• Taking ownership and delivering results
• Being relentlessly determined
Why Oak Street Health?
Oak Street Health is on a mission to â Rebuild healthcare as it should be'', providing personalized primary care for older adults on Medicare, with the goal of keeping patients healthy and living life to the fullest. Our innovative care model is centered right in our patientâ s communities, and focused on the quality of care over volume of services. Weâ re an organization on the move! With over 150 locations and an ambitious growth trajectory, Oak Street Health is attracting and cultivating team members who embody â Oakyâ values and passion for our mission.
Oak Street Health Benefits:
• Mission-focused career impacting change and measurably improving health outcomes for medicare patients
• Paid vacation, sick time, and investment/retirement 401K match options
• Health insurance, vision, and dental benefits
• Opportunities for leadership development and continuing education stipends
• New centers and flexible work environments
• Opportunities for high levels of responsibility and rapid advancement
Oak Street Health is an equal opportunity employer. We embrace diversity and encourage all interested readers to apply.
Learn more at www.oakstreethealth.com/diversity-equity-and-inclusion-at-oak-street-health
