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Staff Backend Engineer – AI Platforms
CVS Health. Design, build, and deploy scalable AI/GenAI applications leveraging LLMs, RAG architectures, and agentic frameworks .
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in designing and deploying scalable AI applications using LLMs and RAG architectures, with a strong foundation in backend development and microservices. Proficient in integrating AI capabilities into enterprise systems while ensuring adherence to software engineering best practices.
Highest-signal resume keywords
AI/GenAI Application DevelopmentMicroservices ArchitectureAPI Development (Java, Python, Node.js)CI/CD and DevOps PracticesFrontend Frameworks (Angular, React)
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Software EngineeringBackend DevelopmentPrompt EngineeringLLM Evaluation TechniquesRAG ArchitecturesCloud Platforms (GCP, RKE)Containerization (Docker, Kubernetes)RESTful API DevelopmentModel Pipeline OptimizationScalable Application Design
Soft Skills
Technical LeadershipCollaborationMentoring
Certifications & Qualifications
Bachelor’s Degree in Computer ScienceEngineering Degree
Industry Keywords
AI/MLGenerative AICloud-Native ArchitectureObservabilitySoftware Engineering Best Practices
Tech Stack
Tools & technologiesAngularCloudDockerGoogle Cloud PlatformJavaJavaScriptKubernetesMicroservicesNode.jsPythonReact
About the role
Key responsibilities & impact- Design, build, and deploy scalable AI/GenAI applications leveraging LLMs, RAG architectures, and agentic frameworks
- Develop and optimize AI prompts, evaluation frameworks, and model pipelines
- Architect and implement end-to-end solutions, including Angular/React frontend applications and backend APIs/services
- Integrate AI capabilities into enterprise systems using cloud-native and microservices architectures
- Lead technical design discussions and drive scalable, secure, high-performance architecture decisions
- Collaborate with product, business, and engineering teams
- Build reusable frameworks and tooling for LLM evaluation, monitoring, and observability
- Ensure software engineering best practices, including CI/CD, testing, code reviews, and security
- Mentor and guide engineers
- Stay current with emerging AI/ML, LLM ecosystem, and modern web technology trends
Requirements
What you’ll need- 7+ years of experience in software engineering, delivering scalable, production-grade applications
- 5+ years of backend development experience
- API development using Java, Python, or Node.js
- Experience designing and developing microservices and RESTful APIs
- Hands-on experience with cloud platforms (GCP, RKE)
- Strong understanding of CI/CD pipelines, DevOps practices, and containerization (Docker/Kubernetes)
- Strong understanding of frontend frameworks including Angular, React, or similar
- 1+ years of hands-on experience with Generative AI / LLM-based systems
- Experience with prompt engineering and LLM interactions
- Experience with RAG architectures
- Experience with LLM evaluation techniques and frameworks
- Experience building AI-enabled applications using modern frameworks and tools
- Bachelor’s degree in Computer Science, Engineering, or a related field, or equivalent experience
- High School diploma plus 4 years of relevant experience as an alternative educational pathway
Benefits
Comp & perks- Medical coverage
- Dental coverage
- Vision coverage
- Paid time off
- Retirement savings options
- Wellness programs
- Other resources supporting physical, emotional, and financial well-being
- CVS Health bonus, commission or short-term incentive program
- Equity award program