Staff Machine Learning Engineer – Generative AI, Full-Stack Applications

CVS Health

Senior Machine Learning Engineer focused on AI-powered solutions at CVS Health. Collaborating with stakeholders for GenAI use cases and full-stack production engineering.

Posted 4/15/2026full-timeWORK AT HOME • Illinois • 🇺🇸 United StatesLead💰 $106,605 - $284,280 per yearWebsite

Tech Stack

Tools & technologies

KubernetesPython

About the role

Key responsibilities & impact

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

What you’ll need

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

Comp & perks

Medical, dental, and vision coverage
Paid time off
Retirement savings options
Wellness programs
Comprehensive benefits package

ATS Keywords

✓ Tailor your resume

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