ML Engineer
Description
Company: Oak Street Health
Title: Machine Learning Engineer
Location: Downtown Chicago (30 W. Monroe St.)
Company Description
Oak Street Health is a rapidly growing company of primary care centers for adults on Medicare in medically-underserved communities where there is little to no quality healthcare. Oak Street's care is based on an entirely new model that is based on value for its patients, not on volume of services. The company is accountable for its patients' health, spending more than twice as long with its patients and taking on the risks and costs of their care. For more information, visit http://www.oakstreethealth.com.
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 Healthâs 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
Execute on the technical design, development, and implementation of machine learning pipelines and feature development
Execute on a strategy to assess and monitor the health of our production modeling infrastructure and outputs.
Partner with Product, Development, and Business partners to deploy machine learning models that are effective and efficient at addressing OSH operational needs
Support full lifecycle MLOps from external data integration, model scaling, to prediction quality assurance
Other duties as assigned
What we're looking for
We're looking for motivated, entrepreneurial individuals with:
2+ years working with data field especially clinical or medical data
Strong background in the foundations machine learning and model serving
Excellent command and productional experience with Python
Ability to scale a data scientist's code into production-ready packages integrated into core OSH services
Demonstrated ability to delivery date engineering pipelines
A degree in Computer Science, Mathematics, Statistics, or another quantitative discipline
Strong communication and interpersonal skills with the ability to delivery complex topics to all familiarity levels
An ability to independently pursue and implement solutions to complex problems
US work authorization
Someone who embodies being "Oaky"
What does being "Oaky" look like?
Radiating positive energy
Assuming good intentions
Creating an unmatched patient experience
Driving clinical excellence
Taking ownership and delivering results
Being scrappy
Why Oak Street?
Oak Street Health offers our coworkers the opportunity to be at the forefront of a revolution in healthcare, as well as:
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
Oak Street Health is an equal opportunity employer. We embrace diversity and encourage all interested readers to apply to oakstreethealth.com/careers.