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Machine Learning Engineer (Remote)

Company: Olive
Location: Cincinnati
Posted on: January 16, 2022

Job Description:


Olive is changing healthcare by bringing solutions to all members of the healthcare space: patients, providers, and payers. Olive drives connections across the three sides of the market, shining a new light on the broken processes that stand between providers and patient care. Olive leverages AI and direct-from-source data to reveal life-changing insights that make healthcare more efficient, affordable and effective. Olive is connecting the entire healthcare system, so we can all have a healthier tomorrow.

Olive is empowering patients to take control of their healthcare. By building a patient-first experience, Olive's app will put their own health, finances, and care into the palm of each patient's hand. Whether you're responsible for yourself, your family, or your parents, Olive wants to help you make confident and informed choices. We are at the beginning of a journey to transform the patient experience. The first step in this journey is to improve one of the worst parts of the patient experience. Olive is taking on the financial side of healthcare--and making it simple, transparent, and effortless. And we're looking for passionate, driven teammates to join us.

Responsibilities Develop machine learning architectures
Designing architectures to integrate into existing systems
Deploying selected models as service endpoints
Monitoring models in production
Updating models as needed to improve performance
Collaborating with engineers to translate fit models into production code
Understand and maintain data pipelines from raw sources to feature stores for models
Communicate within the team on project status / blockers to get help when needed and render aid when able
Adhere to security and data protection policies
Communicate to stakeholders outside the team project status & risks
Review processes and recommend changes to improve operations

Ability to complete work that is of high quality and documented for colleagues to onboard to the project
Ability to collaborate with colleagues and colleagues to solve complex problems
Ability to review code in a constructive and collaborative manner
Ability to deliver quickly, learn, iterate, and maintain machine learning products
Experience and/or training equivalent to Masters in a Machine Learning-adjacent field
Experience solving general problems with data
Experience with machine learning operations
Curiosity and a desire to explore, experiment, and learn

Preferred Skills/Experience Nice To Have
Familiarity with AWS (Lambda a bonus)
Experience with cloud-based compute (AWS, Databricks a bonus)
Python and object oriented (bonus for experience with pandas, scikit-learn, keras, Tensorflow 2+, py/Flask, and Numpy)
SQL and NoSQL data sources
Version control, (Git preferred, GitLab a bonus)
Experience with Agile development, continuous integration, testing, deployment & release methodologies
Experience with Terraform and YAML files is a bonus
Experience with Restful APIs is a bonus
Familiarity with HIPAA and the importance of privacy of patient data a bonus

At Olive, we're committed to growing and empowering an inclusive community within our company and industry. This is why we hire and cultivate diverse teams of the best and brightest from all backgrounds, experiences, and perspectives across our organization. Research shows that oftentimes women and other minority groups only apply to open roles if they meet 100% of the listed criteria. Olive encourages everyone - including women, people of color, individuals with disabilities and those in the LGBTQIA+ community - to apply for our available positions, even if they don't necessarily check every box on the job description.


This job description is not designed to cover or contain a comprehensive listing of activities, duties or responsibilities that are required of the employee. Duties, responsibilities and activities may change or new ones may be assigned.

This job description does not constitute a contract of employment and Olive AI, Inc. may exercise its employment-at-will rights at any time.


We take the health and happiness of our employees seriously and consistently evaluate new ways to provide an amazing place to work. From retirement planning, to a wellness program designed to actively incorporate mental and physical wellness into daily interactions amongst fellow Olivians, we make sure to take care of our own.
Health, Dental, and Vision insurance that starts on your first day at Olive with 100% of premiums covered for team members and 75% covered for dependents
Monthly Grid stipend to cover work related expenses
Unlimited PTO
EAP/Mental health resources
Getaways by Marriott Bonvoy
Family-building and fertility support via Kindbody
12 weeks of parental leave
401(K) match
Wellness program
Stock Options

Keywords: Olive, Cincinnati , Machine Learning Engineer (Remote), Engineering , Cincinnati, Ohio

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