GenAI AI Engineer: RAG & Multi-Agent Systems

CVS Health; Scottsdale (AZ); Hybrid; USD 72,000 - 144,000; Full time

Job summary

CVS Health is seeking an AI Engineer to design, build, and deploy GenAI/agentic solutions. You will craft agentic frameworks, data pipelines, and retrieval-augmented apps within an engineering team, advancing ML engineering, cloud platforms, and responsible AI practices.

Position will be onsite 2 days per week in our Farmers Branch, TX or Scottsdale, AZ CVS office; strong collaboration with product and data teams is expected. 2+ years in ML, Python, SQL, and GenAI are required.

Qualifications

• 2+ years building and deploying ML/AI applications.
• 2+ years Python development and API creation.
• 2+ years SQL with relational/NoSQL databases.
• 2+ years using a deep learning framework (PyTorch, TensorFlow, or Keras).
• 2+ years with core AI/ML concepts: training, validation, metrics, feature engineering.
• 1+ year GenAI solutions including RAG and LLM integration.
• 1+ year vector databases (e.g., Pinecone or Qdrant) or similar retrieval tech.
• 1+ year cloud platform experience (GCP/AWS preferred; Azure possible).
• 1+ year Git and collaborative workflows; 1+ year Agile teamwork.
• 1+ year effectively communicating technical concepts with cross-functional partners.

Responsibilities

• Build GenAI and agentic AI components including RAG pipelines and tool-calling agents.
• Develop data pipelines for ingestion, transformation, and feature prep using Python, SQL, PySpark.
• Implement CV solutions using OpenCV and dataset preparation workflows.
• Apply statistical and unsupervised techniques for analytics and segmentation.
• Create workflow automations on cloud services and integrate with CI/CD.
• Write clean, tested code; participate in reviews and follow security standards.
• Monitor production model and agent performance; troubleshoot data drift and latency.
• Evaluate model/agent quality using metrics, tests, and human-in-the-loop review.
• Collaborate with product owners and engineers to translate requirements into tasks.
• Share knowledge and stay current with AI/ML tools and best practices.

Skills

Python

SQL

Deep learning

GenAI

Data pipelines

Cloud platforms

Git

Agile

Communication

Education

Bachelor's degree or equivalent experience

Master's degree strongly preferred

Tools

PySpark

BigQuery

PostgreSQL

MongoDB

Elasticsearch

OpenCV

Roboflow

Pinecone

Qdrant

GCP

AWS

Docker

Kubernetes

Cloud Run

LangChain

LangGraph

GraphRAG

Job description

CVS Health is seeking an AI Engineer to design, build, and deploy GenAI/agentic solutions. You will craft agentic frameworks, data pipelines, and retrieval-augmented apps within an engineering team, advancing ML engineering, cloud platforms, and responsible AI practices.

Position will be onsite 2 days per week in our Farmers Branch, TX or Scottsdale, AZ CVS office; strong collaboration with product and data teams is expected. 2+ years in ML, Python, SQL, and GenAI are required.