Machine Learning Engineer

$72,100 - $173,040/Yr

CVS Health - Wellesley, MA

Full-time - Entry Level

Remote - Wellesley, MA

Health and Personal Care Retailers

About the position

The Machine Learning Engineer position at CVS Health focuses on developing production data and machine learning pipelines within the Analytics Engineering vertical. The role aims to identify opportunities in the data science lifecycle and create solutions that enhance the organization's ability to deliver human-centric health care. The engineer will work collaboratively with data scientists and engineers to leverage data for strategic decision-making and performance measurement.

Responsibilities

• Identify opportunities related to the data science lifecycle and develop solutions
• Lead the development of a Python package for data scientists, which will also be open-sourced
• Embrace a product and systems mindset when developing solutions at scale
• Work cross-functionally with data scientists, data engineers, and leadership
• Use data to inform strategic and design decision making in addition to measuring performance and outcomes to demonstrate efficacy

Requirements

• 1 - 3 years of experience programming with Python, SQL, and Git
• Experience developing in a cloud environment (e.g., GCP, AWS, Azure)
• Applicable coursework in data structures, statistics/probability theory, or algorithm design

Nice-to-haves

• An understanding of machine learning engineering principles such as distributed/parallel computing paradigms and advanced data structures
• An understanding of experiment design, MLOps, and continual learning principles
• Familiarity with modern libraries such as Dask, Ray, Arrow, and Rapids
• Experience developing Python packages as an open-source developer/contributor
• Preferred cloud environment experience with Azure and/or GCP
• Strong communication, organizational, analytical, and problem-solving skills
• Prior domain experience working either in healthcare, supply chain, or retail operations

Benefits

• Medical, dental, and vision benefits
• 401(k) retirement savings plan
• Employee Stock Purchase Plan
• Fully-paid term life insurance
• Short-term and long-term disability benefits
• Well-being programs
• Education assistance
• Free development courses
• CVS store discount
• Paid Time Off (PTO)
• Paid holidays