Staff Machine Learning Engineer – Generative AI, Full-Stack Applications
CVS Health
full-time
Posted on:
Location Type: Hybrid
Location: WORK AT HOME • Illinois • United States
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Salary
💰 $106,605 - $284,280 per year
Job Level
Tech Stack
About the role
- Identify, evaluate, document, and shape GenAI use cases
- Design solution architectures that integrate LLMs with enterprise systems
- Develop prototypes rapidly and validate them through evaluation
- Build production-grade services and full-stack experiences
- Implement safety, privacy, and compliance controls
- Build and maintain evaluation harnesses for LLM quality and safety
- Contribute reusable libraries and patterns for prompt management
- Participate in design reviews and mentor engineers
Requirements
- 7+ years of software engineering supporting Data or AI/ML initiatives
- 3+ years applying ML/AI in production; demonstrated hands-on GenAI delivery
- 3+ years of experience delivering solutions in high-scale environments with strong security requirements
- Strong full-stack engineering skills
- Hands-on expertise with LLM application patterns
- Experience with Python and at least one additional backend language
- Working knowledge of containerization and Kubernetes
- Ability to communicate clearly and influence across teams
Benefits
- Medical, dental, and vision coverage
- Paid time off
- Retirement savings options
- Wellness programs
- Comprehensive benefits package
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
GenAILLMsfull-stack engineeringPythonbackend programmingML/AIprototypingsolution architectureevaluation harnessesprompt management
Soft Skills
communicationmentoringinfluencingcollaborationevaluation