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Retrieval-Augmented Generation (RAG)

Data Science, Analytics and AI/ML

Retrieval-Augmented Generation (RAG) is an AI architecture that pairs a language model with a retrieval mechanism, typically a vector database, to pull in relevant external documents at query time and incorporate them into the model's generated response. This reduces hallucinations and allows the model to answer questions using current or proprietary information beyond its original training data. It is widely used by AI engineers building enterprise search tools, customer support bots, and knowledge assistants.

See who is hiring

Retrieval-Augmented Generation (RAG) in the job market

Last checked September 12, 2026

Open roles
110

on Career App right now

Employers
56

hiring for it

Median pay
$196,000

from 74 roles

Disclose pay
67%

of these roles

Open roles requiring Retrieval-Augmented Generation (RAG) (110)

Apply for Deployed Architect, Professional Services (Austin) at LangChain on their site

Deployed Architect, Professional Services (Austin)

LangChain

Full-time · Austin, TX · $170,000 – $190,000 · Remote

A customer-facing technical expert who designs and deploys enterprise AI infrastructure and multi-agent systems, combining hands-on development with infrastructure engineering. This role suits experienced engineers comfortable balancing platform architecture work with direct customer engagement on complex, production-grade implementations.

Listed on LangChain’s careers site · Apply there ↗

Apply for Forward Deployed Engineer, Agentic Platform at Cohere on their site

Forward Deployed Engineer, Agentic Platform

Cohere

Full-time · United States, New Jersey, Boston, Canada, New York, Washington, DC, Ottawa, Toronto, Montreal · CA$175,000 – CA$385,000 · Remote

Cohere seeks a software engineer to design and deploy AI agent workflows for enterprise customers, working directly with clients to build production-grade systems that integrate large language models with business tools and data. This role suits experienced engineers who can own complex problems end-to-end, move fluidly across the stack, and thrive translating ambiguous business needs into reliable, observable AI systems.

Listed on Cohere’s careers site · Apply there ↗

Cambia Health Solutions

Senior AI/ML Solutions Architect

Cambia Health Solutions

Full-time · $153,000 – $192,000

A technical leadership role bridging AI/ML innovation and enterprise architecture at a healthcare organization. This position suits experienced architects who can prototype solutions, establish AI system standards, and translate between AI teams and broader technology infrastructure while reporting to a VP.

Listed on Cambia Health Solutions’s careers site · Apply there ↗

American International Group

Manager Data Science, GenAI

American International Group

Atlanta, GA

Lead a team of data scientists building generative AI solutions for insurance at AIG, with hands-on responsibility for both technical delivery and people management. This role suits experienced data scientists who want to scale their impact by managing others while staying deeply involved in production AI work.

Listed on American International Group’s careers site · Apply there ↗

Data Science Senior Manager

SAP

Full-time · Newport Beach, CA · $244,700 – $553,900

Lead SAP's Data Science and AI strategy for the Business Network, building foundational data infrastructure and reasoning engines while managing multiple technical teams. This role suits experienced data science leaders who want to shape AI systems at enterprise scale and mentor high-performing teams.

Listed on SAP’s careers site · Apply there ↗

Visa Inc.

Software Engineer, Sr. Consultant - Fullstack GenAI Enablement

Visa Inc.

Full-time · Ashburn, VA · $152,200 – $243,700

This is a senior full-stack engineering role focused on building and architecting GenAI-powered applications within Visa's global operations infrastructure, requiring both hands-on development and team leadership. The position suits experienced engineers comfortable across backend, frontend, and AI systems who can mentor others while delivering scalable AI solutions integrated into payment processing platforms.

Listed on Visa Inc.’s careers site · Apply there ↗

Bristol Myers Squibb

Data Engineer, Clinical Operations

Bristol Myers Squibb

Full-time · Princeton, NJ · $87,810 – $106,399

This role supports Bristol Myers Squibb's clinical data infrastructure by designing and operating scalable data pipelines, ETL workflows, and GenAI applications for cross-study operations and specimen management. It suits experienced data engineers who combine cloud platform expertise with machine learning knowledge and want to apply their skills to life sciences and clinical trial workflows.

Listed on Bristol Myers Squibb’s careers site · Apply there ↗

Moderna

Senior AI Engineer

Moderna

$145,900 – $234,200

Moderna seeks a senior technical leader to architect and operate AI/ML platforms for supply chain and enterprise systems, combining deep AI/GenAI expertise with cloud infrastructure and regulated industry knowledge. This role suits engineers with 7+ years building production AI systems who can mentor teams, set standards, and bridge data science with enterprise-grade software delivery in a pharmaceutical context.

Listed on Moderna’s careers site · Apply there ↗

Elevance Health

Gen AI Engineer III

Elevance Health

Full-time · Atlanta, GA

This is a senior engineering role focused on building and maintaining complex AI-powered systems, particularly in healthcare. The position suits experienced developers who want to work with generative AI tools and agentic systems while collaborating closely with product and business stakeholders.

Listed on Elevance Health’s careers site · Apply there ↗

General Mills

Sr. Data Scientist (Remote Eligible)

General Mills

Full-time · Minneapolis, MN · $110,800 – $184,800 · Remote

This role involves building machine learning and AI systems to support data-driven decision-making across General Mills' operations. The position suits experienced data scientists who can design and deploy generative AI solutions, translate business problems into statistical models, and communicate findings to non-technical stakeholders.

Listed on General Mills’s careers site · Apply there ↗

View all 110 on Jobs

Asked for alongside Retrieval-Augmented Generation (RAG)

Measured from the 110 open roles that name Retrieval-Augmented Generation (RAG) — not from a curated list.

What employers state they pay

Median

$196,000

Middle half

$170,000 – $239,000

From 74 of 110 open roles — the 67% that publish a range, annualized to USD. Only some employers state pay, and the ones that do skew to California and New York, where the law requires it.

Who employers are hiring

  • Entry4%
  • Mid14%
  • Senior64%
  • Lead / Staff / Principal14%
  • Management4%
  • Executive1%

From 102 roles whose posting states a level.

Where Retrieval-Augmented Generation (RAG) roles are

Among the 53 of 110 open roles we could place on a map.

Employers hiring for Retrieval-Augmented Generation (RAG)

56 in total, most open roles first.

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