Senior Machine Learning Engineer – Generative AI, Full-Stack Applications
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Job Description
Senior Machine Learning Engineer at CVS Health delivering AI-powered platforms. Responsible for solution design and engineering practices in a collaborative environment.
Responsibilities:
- Implement AI-powered services and application features that integrate enterprise data and systems with LLMs and ML models
- Contribute to solution design by proposing approaches, identifying dependencies, and documenting tradeoffs and implementation plans
- Deliver features using strong engineering practices: test automation, code review, CI/CD, and operational readiness
- Build and tune RAG pipelines and implement prompt patterns
- Contribute to evaluation suites and regression testing to ensure quality and safety
- Implement guardrails and security controls under guidance from senior engineers
- Instrument services with metrics, traces, logs, and dashboards
- Support performance and cost optimization efforts
Requirements:
- 5+ years of software engineering experience delivering production systems
- 3+ years of experience applying ML/AI concepts in real systems
- 3+ years of experience delivering solutions in high-scale, high-availability environments
- Proficiency in backend engineering (APIs, services)
- Working knowledge of LLM application development
- Experience with CI/CD, testing, containerization, and basic Kubernetes concepts
- Strong debugging and operational skills
- Effective collaboration and communication skills across technical and non-technical stakeholders
Benefits:
- medical, dental, and vision coverage
- paid time off
- retirement savings options
- wellness programs
- comprehensive benefits package designed to support physical, emotional, and financial well-being of colleagues and their families
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