200+ applicants
CVS Health · 3 days ago
Principal Machine Learning Engineer
New York, United States
Full-time
Onsite
Senior Level
$144K/yr - $288K/yr
10+ years exp
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Responsibilities
Support the deployment of Analytics Engineering and Applications on the platform
Enable functionality to support analysis, Analytics products deployment and monitoring of data and machine learning pipelines
Ability to translate functionality into scalable, tested, and configurable platform architecture and software
Mentor the engineers on the team to deliver testable product increments
Establish strong software engineering principles for development in Python on the Google Cloud Platform
Deliver features aligned to enterprise AutoML, Feature Engineering, and Devops, MLOPS capability
Enable logging and monitoring and automation of key metrics and metadata to standardize across platform tenants
Experience in frameworks such as Apache Airflow, Apache Beam etc
Enable configuration driven infrastructure components depending on the use case
Enable integration with data across the enterprise (RDBMS, Warehouses, BigQuery, Bucket Storage)
Innovative thinking and great communication skills
Strong ownership of deliverables, with design decisions aligned to scale and industry best practices
Working with cross functional teams in an agile environment
Qualification
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Required
10+ years of experience in software development in analytics domains, and deep understanding of analytics Pipeline operationalization and ML operationalization and lifecycle management
7+ years of deploying and monitoring analytical assets in batch/real-time business processes
7+ years of Python programming experience leveraging strong software development principles
5+ years of Public Cloud experience (GCP, AWS Preferred) leveraging Analytics cloud services
Preferred
Hands on experience in building solutions using cloud native services (GCP preferred): bucket storage, BigQuery, Kubeflow, DataProc, VertexAI, DataFusion
Understanding of DevOps, Infrastructure as Code, automation for self service
Lead contributor to open-source python frameworks for data processing
Bachelors Degree in CS or equivalent work experience
Benefits
Medical, Dental, and Vision Benefits
401(k) Retirement Savings Plan
Employee Stock Purchase Plan
Term Life Insurance Plan
Short-Term and Long-Term Disability Benefits
Well-Being Programs
Education Assistance
Development Courses
CVS Store Discount
Discount Programs with Participating Partners
Paid Time Off (PTO) or Vacation Pay
Paid Holidays
Company
CVS Health
CVS Health is a health solutions company that provides an integrated healthcare services to its members.
10,001+ employees
H1B Sponsorship
CVS Health has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Trends of Total Sponsorships
2021 (1)
Funding
Current Stage
Public CompanyTotal Funding
unknownKey Investors
Starboard Value
2019-11-25Post Ipo Equity· Undisclosed
1978-01-13IPO· nyse:CVS
Leadership Team
Karen S. Lynch
President and Chief Executive Officer
Vijay Patel
Co-Founder & Partner CVS Health Ventures | Enterprise Business Development
Recent News
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2024-05-31
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