Skill
Retrieval-Augmented Generation
Data Science, Analytics and AI/ML
Retrieval-Augmented Generation (RAG) is an AI technique that combines a large language model with an external knowledge retrieval system, allowing the model to fetch relevant documents or data before generating a response. This approach improves factual accuracy and reduces hallucination by grounding outputs in up-to-date or domain-specific information not contained in the model's training data. Machine learning engineers and AI application developers use RAG to build chatbots, search assistants, and question-answering systems.
Retrieval-Augmented Generation in the job market
Last checked September 12, 2026
- Open roles
- 57
- Employers
- 44
- Median pay
- $222,000
- Disclose pay
- 72%
on Career App right now
hiring for it
from 41 roles
of these roles
Open roles requiring Retrieval-Augmented Generation (57)
Partner Development Manager - AWS
Cohere
Full-time · New York, NY · $140,000 – $275,000 · Remote
Cohere seeks an experienced partner development manager to build and scale strategic relationships with systems integrators, resellers, and cloud partners to drive enterprise AI adoption. This role is ideal for someone with deep tech partnerships experience who wants to shape how enterprises adopt generative AI through collaborative go-to-market strategies.
Listed on Cohere’s careers site · Apply there ↗
Technical Product Marketing Manager (Staff)
Pinecone
New York, NY · $145,000 – $210,000
This role combines product marketing with technical depth, requiring someone who can translate complex AI and vector database concepts into compelling narratives for both enterprise customers and developer audiences. It suits experienced product marketers with hands-on AI or database knowledge who thrive at the intersection of technical complexity and go-to-market execution.
Listed on Pinecone’s careers site · Apply there ↗
AI Lead Engineer
DXC Technology
Nashville, TN
This role leads the design and deployment of generative AI and agentic systems within an enterprise insurance platform, requiring deep expertise in LLMs, multi-agent architectures, and RAG pipelines. It suits experienced software architects who have built production AI systems and can mentor teams while balancing innovation with operational governance.
Listed on DXC Technology’s careers site · Apply there ↗
Lead AI Architect
Cigna
This role leads the design and implementation of enterprise-scale AI architectures at a global healthcare company, focusing on generative AI platforms, data strategy alignment, and responsible AI deployment across regulated environments. It suits architects with deep AI/ML expertise, proven delivery experience, and the ability to guide technical and business stakeholders through complex, compliance-sensitive digital transformations.
Listed on Cigna’s careers site · Apply there ↗
Senior AI Engineer, Legal - USA Remote
Beckman Coulter
Full-time · Remote · $185,000 – $200,000
This role designs and deploys AI solutions for legal and compliance work across a large biotechnology company, bridging software engineering and legal operations. It suits engineers with production AI experience who want to apply machine learning to enterprise legal problems and can translate between technical and non-technical stakeholders.
Listed on Beckman Coulter’s careers site · Apply there ↗
Product Engineer II - Hybrid AZ
Best Western
Full-time · Remote-AZ
A product engineer who designs and deploys AI-powered solutions for contact center transformation and enterprise automation using Kore.ai, translating business needs into conversational AI and virtual assistant implementations. This role suits someone comfortable bridging business stakeholders and technical teams, with hands-on experience building AI agents and integrating them into existing enterprise systems.
Listed on Best Western’s careers site · Apply there ↗
Ph.D. Research Data Scientist, GenAI
American International Group
Atlanta, GA
This role leads research and development of generative AI and agentic systems within an insurance company, building production-ready AI solutions that automate complex business processes. It suits Ph.D.-level researchers with hands-on machine learning expertise and 2+ years of industry experience who want to translate cutting-edge AI research into real-world insurance applications.
Listed on American International Group’s careers site · Apply there ↗
AI Engineer, Sr
A-dec
Newberg, OR
A-dec seeks a senior AI engineer to design and deploy practical artificial intelligence solutions across business operations, from supply chain optimization to customer service automation. The role combines hands-on development of machine learning models and LLM-based systems with cross-functional collaboration to drive measurable business impact.
Listed on A-dec’s careers site · Apply there ↗
Forward Deployed Application/ ML Principal Engineer
SAP
Full-time · New York, NY · $176,300 – $374,200
Design and deploy AI-native enterprise applications that integrate large language models, RAG, and agentic systems directly into customer environments. This role is for experienced cloud engineers comfortable owning solutions end-to-end from prototyping through production operations, working closely with customers on complex technical problems in fast-moving teams.
Listed on SAP’s careers site · Apply there ↗
Systems Engineer, Linux and AI
Visa Inc.
Full-time · Ashburn, VA · $88,000 – $136,900
A hybrid systems engineering role supporting Visa's mission-critical payment infrastructure, blending Linux administration with emerging AI and machine learning capabilities. This position suits engineers comfortable managing production systems while developing skills in GenAI workflows, automation, and full-stack deployment from script to service.
Listed on Visa Inc.’s careers site · Apply there ↗
Asked for alongside Retrieval-Augmented Generation
Measured from the 57 open roles that name Retrieval-Augmented Generation — not from a curated list.
- Python37 roles64.9%
- Prompt Engineering21 roles36.8%
- LangChain17 roles29.8%
- Kubernetes14 roles24.6%
- Amazon Web Services (AWS)13 roles22.8%
- LLMs (Large Language Models)12 roles21.1%
- Vector Databases12 roles21.1%
- Docker11 roles19.3%
What employers state they pay
Median
$222,000
Middle half
$174,000 – $247,000
From 41 of 57 open roles — the 72% 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
- Entry2%
- Mid6%
- Senior55%
- Lead / Staff / Principal32%
- Management6%
From 53 roles whose posting states a level.
Where Retrieval-Augmented Generation roles are
Among the 30 of 57 open roles we could place on a map.
Roles that use Retrieval-Augmented Generation
Employers hiring for Retrieval-Augmented Generation
44 in total, most open roles first.
Related skills
Curated neighbors in the taxonomy, whether or not employers ask for them together.