Understand AI architecture patterns including RAG (Retrieval-Augmented Generation), Agentic AI , Graph RAG, AI Assistants & Copilots, Knowledge Management Platforms, Model Orchestration Frameworks
Understand AI architecture patterns including RAG (Retrieval-Augmented Generation), Agentic AI , Graph RAG, AI Assistants & Copilots, Knowledge Management Platforms, Model Orchestration Frameworks
Understand AI architecture patterns including RAG (Retrieval-Augmented Generation), Agentic AI , Graph RAG, AI Assistants & Copilots, Knowledge Management Platforms, Model Orchestration Frameworks
Understand AI architecture patterns including RAG (Retrieval-Augmented Generation), Agentic AI , Graph RAG, AI Assistants & Copilots, Knowledge Management Platforms, Model Orchestration Frameworks
Understand AI architecture patterns including RAG (Retrieval-Augmented Generation), Agentic AI , Graph RAG, AI Assistants & Copilots, Knowledge Management Platforms, Model Orchestration Frameworks
Understand AI architecture patterns including RAG (Retrieval-Augmented Generation), Agentic AI , Graph RAG, AI Assistants & Copilots, Knowledge Management Platforms, Model Orchestration Frameworks
Understand AI architecture patterns including RAG (Retrieval-Augmented Generation), Agentic AI , Graph RAG, AI Assistants & Copilots, Knowledge Management Platforms, Model Orchestration Frameworks
Understand AI architecture patterns including RAG (Retrieval-Augmented Generation), Agentic AI , Graph RAG, AI Assistants & Copilots, Knowledge Management Platforms, Model Orchestration Frameworks
Lead Data Engineer
Raleigh, NC · On-site +1
$111K - $133K/yr
Gen AI: RAG, Embedding, Agents, LLMs, Parameter Tuning * Cloud Computing: AWS * Tools/Products: Data Science Studio, Alteryx, Jupyter, Tableau, PowerBI * Performance optimization for queries and ...
Lead Data Engineer
Raleigh, NC · On-site +1
$111K - $133K/yr
Gen AI: RAG, Embedding, Agents, LLMs, Parameter Tuning * Cloud Computing: AWS * Tools/Products: Data Science Studio, Alteryx, Jupyter, Tableau, PowerBI * Performance optimization for queries and ...
Lead Data Engineer
Raleigh, NC · On-site +1
$111K - $133K/yr
Gen AI: RAG, Embedding, Agents, LLMs, Parameter Tuning * Cloud Computing: AWS * Tools/Products: Data Science Studio, Alteryx, Jupyter, Tableau, PowerBI * Performance optimization for queries and ...
Lead Data Engineer
Raleigh, NC · On-site +1
$111K - $133K/yr
Gen AI: RAG, Embedding, Agents, LLMs, Parameter Tuning * Cloud Computing: AWS * Tools/Products: Data Science Studio, Alteryx, Jupyter, Tableau, PowerBI * Performance optimization for queries and ...
AI Solution Lead Cary, NC Fulltime, Onsite Must Have Technical/Functional Skills * 13+ years of ... Implement and optimize LLM capabilities including embeddings, RAG, vector search, prompt/context ...
Quick apply
AI Solution Lead Cary, NC Fulltime, Onsite Must Have Technical/Functional Skills * 13+ years of ... Implement and optimize LLM capabilities including embeddings, RAG, vector search, prompt/context ...
AI Solution Lead
Cary, NC · On-site
... RAG), embeddings, vector databases, prompt engineering, and context engineering ✔ Experience packaging, deploying, serving, and monitoring AI/ML models for real-time and batch inference ✔ Hands ...
Quick apply
AI Solution Lead
Cary, NC · On-site
... RAG), embeddings, vector databases, prompt engineering, and context engineering ✔ Experience packaging, deploying, serving, and monitoring AI/ML models for real-time and batch inference ✔ Hands ...
AVP, AI (Data Science/Engineer) Remote - EST
Raleigh, NC · Remote
$185K - $235K/yr
We build AI-first, agent-driven products that change how Arch underwrites, services, and learns from its book, combining frontier LLMs, multi-agent systems, retrieval-augmented generation (RAG ...
AVP, AI (Data Science/Engineer) Remote - EST
Raleigh, NC · Remote
$185K - $235K/yr
We build AI-first, agent-driven products that change how Arch underwrites, services, and learns from its book, combining frontier LLMs, multi-agent systems, retrieval-augmented generation (RAG ...
AVP, AI (Data Science/Engineer) Remote - EST
Raleigh, NC · Remote
$185K - $235K/yr
We build AI-first, agent-driven products that change how Arch underwrites, services, and learns from its book, combining frontier LLMs, multi-agent systems, retrieval-augmented generation (RAG ...
AVP, AI (Data Science/Engineer) Remote - EST
Raleigh, NC · Remote
$185K - $235K/yr
We build AI-first, agent-driven products that change how Arch underwrites, services, and learns from its book, combining frontier LLMs, multi-agent systems, retrieval-augmented generation (RAG ...
Applied AI Engineer
Raleigh, NC · On-site
Develop and optimize Retrieval-Augmented Generation (RAG) systems, including embeddings, vector search, retrieval pipelines, chunking strategies, and relevance tuning. * Build multimodal AI workflows ...
Quick apply
Applied AI Engineer
Raleigh, NC · On-site
Develop and optimize Retrieval-Augmented Generation (RAG) systems, including embeddings, vector search, retrieval pipelines, chunking strategies, and relevance tuning. * Build multimodal AI workflows ...
AVP, AI (Data Science/Engineer) Remote - EST
Raleigh, NC · On-site
$185K - $235K/yr
We build AI-first, agent-driven products that change how Arch underwrites, services, and learns from its book, combining frontier LLMs, multi-agent systems, retrieval-augmented generation (RAG ...
AVP, AI (Data Science/Engineer) Remote - EST
Raleigh, NC · On-site
$185K - $235K/yr
We build AI-first, agent-driven products that change how Arch underwrites, services, and learns from its book, combining frontier LLMs, multi-agent systems, retrieval-augmented generation (RAG ...
AI Agentic/Platform Engineer
Raleigh, NC · On-site +1
$130K - $170K/yr
Build advanced RAG pipelines integrating to enhance reasoning accuracy and context retention ... AI/ML engineering, intelligent automation, Enterprise AI platform architecture and lifecycle ...
Quick apply
AI Agentic/Platform Engineer
Raleigh, NC · On-site +1
$130K - $170K/yr
Build advanced RAG pipelines integrating to enhance reasoning accuracy and context retention ... AI/ML engineering, intelligent automation, Enterprise AI platform architecture and lifecycle ...
Responsible AI Governance Specialist
Raleigh, NC · On-site
$15.75 - $21/hr
Document explainability and transparency practices, including Agentic AI and RAG architecture, Agentic RAG workflows, source citations, Shepard's validation, reasoning workflows, and grounding in ...
Responsible AI Governance Specialist
Raleigh, NC · On-site
$15.75 - $21/hr
Document explainability and transparency practices, including Agentic AI and RAG architecture, Agentic RAG workflows, source citations, Shepard's validation, reasoning workflows, and grounding in ...
AI Agentic/Platform Engineer
Raleigh, NC · On-site +1
$130K - $170K/yr
Build advanced RAG pipelines integrating to enhance reasoning accuracy and context retention ... AI/ML engineering, intelligent automation, Enterprise AI platform architecture and lifecycle ...
AI Agentic/Platform Engineer
Raleigh, NC · On-site +1
$130K - $170K/yr
Build advanced RAG pipelines integrating to enhance reasoning accuracy and context retention ... AI/ML engineering, intelligent automation, Enterprise AI platform architecture and lifecycle ...
AI Solutions Architect (Remote)
Durham, NC · On-site +1
$61 - $80.25/hr
Design and implement solutions using foundation models, large language models (LLMs), retrieval-augmented generation (RAG), and agentic AI frameworks * Define approaches for model selection ...
AI Solutions Architect (Remote)
Durham, NC · On-site +1
$61 - $80.25/hr
Design and implement solutions using foundation models, large language models (LLMs), retrieval-augmented generation (RAG), and agentic AI frameworks * Define approaches for model selection ...
Help develop retrieval-augmented generation (RAG) pipelines and agent-based workflows. * Build and consume REST APIs and cloud-native services. * Write clean, maintainable, well-tested code using AI ...
Help develop retrieval-augmented generation (RAG) pipelines and agent-based workflows. * Build and consume REST APIs and cloud-native services. * Write clean, maintainable, well-tested code using AI ...
Help develop retrieval-augmented generation (RAG) pipelines and agent-based workflows. * Build and consume REST APIs and cloud-native services. * Write clean, maintainable, well-tested code using AI ...
Help develop retrieval-augmented generation (RAG) pipelines and agent-based workflows. * Build and consume REST APIs and cloud-native services. * Write clean, maintainable, well-tested code using AI ...
Director, Enterprise AI Architecture
Morrisville, NC · On-site
$150 - $180/hr
Guide development of scalable solutions including retrieval-augmented generation (RAG) pipelines ... Implement enterprise AI architecture standards, MLOps practices, and governance frameworks * Ensure ...
Director, Enterprise AI Architecture
Morrisville, NC · On-site
$150 - $180/hr
Guide development of scalable solutions including retrieval-augmented generation (RAG) pipelines ... Implement enterprise AI architecture standards, MLOps practices, and governance frameworks * Ensure ...
Help develop retrieval-augmented generation (RAG) pipelines and agent-based workflows. * Build and consume REST APIs and cloud-native services. * Write clean, maintainable, well-tested code using AI ...
Help develop retrieval-augmented generation (RAG) pipelines and agent-based workflows. * Build and consume REST APIs and cloud-native services. * Write clean, maintainable, well-tested code using AI ...
Ai Rag information
See Cary, NC salary details
$29.6K - $34K
5% of jobs
$34K - $38.3K
5% of jobs
$38.3K - $42.7K
6% of jobs
$45.2K is the 25th percentile. Wages below this are outliers.
$42.7K - $47K
14% of jobs
$47K - $51.3K
11% of jobs
The median wage is $53.2K / yr.
$51.3K - $55.7K
21% of jobs
$59.5K is the 75th percentile. Wages above this are outliers.
$55.7K - $60K
15% of jobs
$60K - $64.3K
11% of jobs
$64.3K - $68.7K
4% of jobs
$68.7K - $73K
5% of jobs
$73K - $77.4K
3% of jobs
$29.6K
$54K
$77.4K
How much do ai rag jobs pay per year?
What are the key skills and qualifications needed to thrive as an AI researcher?
What is the difference between Ai Rag vs Data Analyst?
| Aspect | Ai Rag | Data Analyst |
|---|---|---|
| Required Credentials | Typically a diploma or certification in AI, machine learning, or related fields | Bachelor's degree in statistics, mathematics, or related fields |
| Work Environment | Tech companies, AI startups, research labs | Business, finance, healthcare, and various industries |
| Employer & Industry Usage | Primarily in AI development and research | Across industries for data interpretation and decision-making |
| Common Search & Comparison | Yes | Yes |
Ai Rag and Data Analyst roles share overlapping skills in data handling and analysis, but Ai Rag focuses more on AI-specific applications and machine learning, while Data Analysts concentrate on interpreting data to inform business decisions. Both roles are vital in data-driven industries, with Ai Rag often working in AI development environments and Data Analysts supporting strategic insights across sectors.
What is an AI RAG?
What are common challenges faced by AI RAG engineers when integrating retrieval systems with large language models?

Full-time
Re-posted 3 days ago
First Citizens Bank rating
7.4
Based on 106 frontline employees who took The Breakroom Quiz
108th of 170 rated banks
Job description
The Technical Product Owner is a highly visible principal-level product leader, responsible for driving the successful delivery and adoption of enterprise AI initiatives, platforms, and solutions. This role combines product ownership, technical acumen, and program execution to translate business opportunities into scalable AI capabilities that deliver measurable value.
The role partners closely with business stakeholders, architects, engineering teams, data teams, security, governance, and platform providers to define requirements, prioritize roadmaps, manage delivery, and ensure successful implementation of AI-powered solutions. This individual serves as the bridge between strategy and execution, ensuring AI initiatives progress from concept to production while aligning with enterprise architecture, security, and governance standards.
Responsibilities
AI Product Strategy & Delivery
- Own the end-to-end delivery lifecycle for AI initiatives, platforms, and use cases.
- Partner with business stakeholders to identify, evaluate, and prioritize AI opportunities.
- Translate business objectives into actionable product roadmaps, epics, user stories, and delivery plans.
- Define MVPs, phased releases, and adoption strategies for Data & AI solutions.
- Drive execution across multiple initiatives simultaneously while managing dependencies, risks, and timelines.
- Establish success metrics and KPIs to measure business value and platform adoption.
AI Use Case Enablement
- Lead discovery, requirements gathering, and solution definition for AI use cases across the enterprise.
- Facilitate workshops with business and technology stakeholders to refine use case scope and expected outcomes.
- Support use case evaluation, feasibility analysis, and prioritization.
- Coordinate proof-of-concepts, pilots, and production implementations.
- Ensure AI solutions are aligned with enterprise standards, governance requirements, and business objectives.
Technical Product Ownership
- Collaborate with architects and engineering teams to define solution requirements and technical capabilities.
- Develop and maintain product backlogs, user stories, acceptance criteria, and release plans.
- Internal
- Participate in architecture reviews, design discussions, and solution planning activities.
- Understand AI architecture patterns including RAG (Retrieval-Augmented Generation), Agentic AI , Graph RAG, AI Assistants & Copilots, Knowledge Management Platforms, Model Orchestration Frameworks
- Ensure technical requirements align with scalability, security, reliability, and operational objectives.
AWS & Data Platform Collaboration
- Partner with cloud, platform, and data engineering teams to deliver AI capabilities leveraging AWS Bedrock, Snowflake Cortex AI, Snowflake Native AI capabilities
- Coordinate platform onboarding, integration, testing, and production readiness activities.
- Drive adoption of reusable platform capabilities, patterns, and accelerators.
Stakeholder Management & Governance
- Serve as the primary liaison between business stakeholders and technology delivery teams.
- Present roadmap progress, risks, dependencies, and outcomes to leadership.
- Coordinate with Security, Risk, Compliance, Architecture Review Boards, and AI Governance teams.
- Ensure AI initiatives comply with enterprise policies and responsible AI practices.
- Manage vendor engagements, proof-of-concepts, and external partnerships.
Leadership & Best Practices
- Champion agile product management and iterative delivery practices.
- Drive alignment across business, architecture, engineering, and governance teams.
- Promote reuse of AI platform capabilities and enterprise standards.
- Foster collaboration, transparency, and continuous improvement.
- Stay informed on emerging AI technologies, market trends, and industry best practices.
Qualifications
Bachelor's Degree and 8 years of experience in Product Management, Scrum, Agile OR High School Diploma or GED and 12 years of experience in Product Management, Scrum, Agile
Preferred Qualifications
- 8+ years of experience in Product Management, Product Ownership, Program Delivery, Technology Delivery, or related leadership roles.
- 3+ years of experience delivering AI, Data, Analytics, Cloud, or Digital Transformation initiatives in enterprise environments.
- Proven ability to lead complex cross-functional programs involving business stakeholders, architecture, engineering, security, and governance teams.
- Strong understanding of Generative AI, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), AI Agents, and emerging AI technologies.
- Hands-on knowledge of cloud-native architectures and services, preferably AWS, including AI/ML, data, integration, and platform capabilities.
- Experience working with Agile methodologies, backlog management, roadmap planning, user story development, release management, and product lifecycle processes.
- Excellent communication, stakeholder management, and executive presentation skills, with the ability to translate business needs into scalable technical solutions.
- Experience delivering Enterprise AI Platforms or large-scale AI products.
- Experience with AWS Bedrock, Snowflake Cortex AI, Vector Databases, GraphRAG, and Agentic AI solutions.
- Experience within Banking, Financial Services, or other regulated industries.
- Product Owner (CSPO, SAFe POPM) and/or AWS Cloud/AI certifications.
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Benefits are an integral part of total rewards and First Citizens Bank is committed to providing a competitive, thoughtfully designed and quality benefits program to meet the needs of our associates. More information can be found at https://jobs.firstcitizens.com/benefits.
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