Build and operationalize retrieval-augmented generation (RAG) systems grounded in structured ... Responsible AI & Performance Optimization * Apply Responsible AI principles including: * Structured ...
Build and operationalize retrieval-augmented generation (RAG) systems grounded in structured ... Responsible AI & Performance Optimization * Apply Responsible AI principles including: * Structured ...
If you can explain what RAG, semantic search, or multi-agent orchestration are to a layperson,you'vegot this. * Minimum of 2 years of experience designing software systems that incorporate AI ...
If you can explain what RAG, semantic search, or multi-agent orchestration are to a layperson,you'vegot this. * Minimum of 2 years of experience designing software systems that incorporate AI ...
... RAG, workflows) in production environments. * Minimum of 3 years experience with AI platforms ... OpenAI, Claude, Vertex AI, plus open-source models - including building abstraction layers to ...
... RAG, workflows) in production environments. * Minimum of 3 years experience with AI platforms ... OpenAI, Claude, Vertex AI, plus open-source models - including building abstraction layers to ...
$100K - $132K/yr
Design, implement, and maintain RAG (RetrievalAugmented Generation) pipelines using enterprise data ... Build and orchestrate agentic AI workflows for IT operations use cases, including: * Automated ...
$100K - $132K/yr
Design, implement, and maintain RAG (RetrievalAugmented Generation) pipelines using enterprise data ... Build and orchestrate agentic AI workflows for IT operations use cases, including: * Automated ...
$111K - $146K/yr
Design, implement, and maintain RAG (RetrievalAugmented Generation) pipelines using enterprise data ... Build and orchestrate agentic AI workflows for IT operations use cases, including: * Automated ...
$111K - $146K/yr
Design, implement, and maintain RAG (RetrievalAugmented Generation) pipelines using enterprise data ... Build and orchestrate agentic AI workflows for IT operations use cases, including: * Automated ...
Google Vertex AI, AWS Bedrock/SageMaker, Azure OpenAI Service/Azure ML - Having practical experience with foundation models (GPT-4, Claude, Gemini, Llama), including RAG pipelines, prompt engineering ...
Google Vertex AI, AWS Bedrock/SageMaker, Azure OpenAI Service/Azure ML - Having practical experience with foundation models (GPT-4, Claude, Gemini, Llama), including RAG pipelines, prompt engineering ...
Senior Product Director, Enterprise AI R&D
Waukesha, WI · On-site
$233K - $244K/yr
Expertise in AI/ML technologies including LLMs, RAG, validation methods, and responsible AI practices. * Strong understanding of regulated R&D processes, Design Controls, and Quality Management ...
Senior Product Director, Enterprise AI R&D
Waukesha, WI · On-site
$233K - $244K/yr
Expertise in AI/ML technologies including LLMs, RAG, validation methods, and responsible AI practices. * Strong understanding of regulated R&D processes, Design Controls, and Quality Management ...
Senior Product Director, Enterprise AI R&D
Waukesha, WI · On-site
$233K - $244K/yr
Expertise in AI/ML technologies including LLMs, RAG, validation methods, and responsible AI practices. * Strong understanding of regulated R&D processes, Design Controls, and Quality Management ...
Senior Product Director, Enterprise AI R&D
Waukesha, WI · On-site
$233K - $244K/yr
Expertise in AI/ML technologies including LLMs, RAG, validation methods, and responsible AI practices. * Strong understanding of regulated R&D processes, Design Controls, and Quality Management ...
Applied AI Health System Engineer - Senior Manager
$124K - $280K/yr
... RAG pipelines or agentic AI workflows against clinical data sources - Experience with MLOps platforms and model governance practices in regulated, PHI-handling environments - Ability to translate ...
Applied AI Health System Engineer - Senior Manager
$124K - $280K/yr
... RAG pipelines or agentic AI workflows against clinical data sources - Experience with MLOps platforms and model governance practices in regulated, PHI-handling environments - Ability to translate ...
Architect and deliver Contact Center AI solutions using GenAI patterns such as prompt engineering, retrieval-augmented generation (RAG), and agent/tool-calling, with appropriate evaluation ...
Architect and deliver Contact Center AI solutions using GenAI patterns such as prompt engineering, retrieval-augmented generation (RAG), and agent/tool-calling, with appropriate evaluation ...
... RAG, workflows) in production environments. * Minimum of 7 years of experience with AI platforms ... OpenAI, Claude, Vertex AI, plus open-source models -- including building abstraction layers to ...
... RAG, workflows) in production environments. * Minimum of 7 years of experience with AI platforms ... OpenAI, Claude, Vertex AI, plus open-source models -- including building abstraction layers to ...
Build and deploy AI/ML models and solutions that support process-heavy workflows (e.g. protocol ... including RAG architectures, prompt engineering, embeddings, finetuning, evaluation and ...
Build and deploy AI/ML models and solutions that support process-heavy workflows (e.g. protocol ... including RAG architectures, prompt engineering, embeddings, finetuning, evaluation and ...
Working knowledge of AI/ML and GenAI concepts (LLMs, prompt patterns, RAG, MLOps) and modern data ... platforms (cloud, pipelines) * Strong technical fluency: comfortable challenging assumptions ...
Working knowledge of AI/ML and GenAI concepts (LLMs, prompt patterns, RAG, MLOps) and modern data ... platforms (cloud, pipelines) * Strong technical fluency: comfortable challenging assumptions ...
Software Developer
Madison, WI · On-site +1
Retrieval-Augmented Generation (RAG) architectures * AI agents and orchestration frameworks * Develops intelligent copilots and assistants using Copilot Studio, integrating enterprise data and ...
Software Developer
Madison, WI · On-site +1
Retrieval-Augmented Generation (RAG) architectures * AI agents and orchestration frameworks * Develops intelligent copilots and assistants using Copilot Studio, integrating enterprise data and ...
Software Developer
Milwaukee, WI · On-site +1
Retrieval-Augmented Generation (RAG) architectures * AI agents and orchestration frameworks * Develops intelligent copilots and assistants using Copilot Studio, integrating enterprise data and ...
Software Developer
Milwaukee, WI · On-site +1
Retrieval-Augmented Generation (RAG) architectures * AI agents and orchestration frameworks * Develops intelligent copilots and assistants using Copilot Studio, integrating enterprise data and ...
Software Developer
Milwaukee, WI · On-site +1
Retrieval-Augmented Generation (RAG) architectures * AI agents and orchestration frameworks * Develops intelligent copilots and assistants using Copilot Studio, integrating enterprise data and ...
Software Developer
Milwaukee, WI · On-site +1
Retrieval-Augmented Generation (RAG) architectures * AI agents and orchestration frameworks * Develops intelligent copilots and assistants using Copilot Studio, integrating enterprise data and ...
Software Developer
Madison, WI · On-site +1
Retrieval-Augmented Generation (RAG) architectures * AI agents and orchestration frameworks * Develops intelligent copilots and assistants using Copilot Studio, integrating enterprise data and ...
Software Developer
Madison, WI · On-site +1
Retrieval-Augmented Generation (RAG) architectures * AI agents and orchestration frameworks * Develops intelligent copilots and assistants using Copilot Studio, integrating enterprise data and ...
Google Data Specialist
Milwaukee, WI · On-site
$70K - $196K/yr
Exposure to AI/ML development or experimentation with Vertex AI, Gemini models, embeddings, or RAG patterns. * Hands-on experience with CI/CD, Git, or cloud-native engineering practices. * Google ...
New
Google Data Specialist
Milwaukee, WI · On-site
$70K - $196K/yr
Exposure to AI/ML development or experimentation with Vertex AI, Gemini models, embeddings, or RAG patterns. * Hands-on experience with CI/CD, Git, or cloud-native engineering practices. * Google ...
New
... RAG) pipelines over large technical document corpora -- including chunking, embedding, indexing, and retrieval strategies tuned for domain-specific content. * Build AI agents with tool-use and ...
... RAG) pipelines over large technical document corpora -- including chunking, embedding, indexing, and retrieval strategies tuned for domain-specific content. * Build AI agents with tool-use and ...
... RAG) pipelines over large technical document corpora - including chunking, embedding, indexing, and retrieval strategies tuned for domain-specific content. * Build AI agents with tool-use and ...
... RAG) pipelines over large technical document corpora - including chunking, embedding, indexing, and retrieval strategies tuned for domain-specific content. * Build AI agents with tool-use and ...
Ai Rag information
What are the key skills and qualifications needed to thrive as an AI Researcher, and why are they important?
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 are AI RAGs?
What are some common challenges faced by AI RAG (Retrieval-Augmented Generation) engineers when integrating retrieval systems with large language models?

Full-time
Medical, Dental, Vision, Life, Retirement, PTO
Posted 3 days ago
Accenture Federal Services rating
8.4
Based on 19 frontline employees who took The Breakroom Quiz
46th of 428 rated business services
Job description
About Accenture Song - Customer Technology, Commerce
Accenture Song accelerates growth and value for our clients by combining creativity, technology, and data-driven intelligence. Within Song, the Customer Technology - Commerce practice helps organizations design, build, and scale modern digital commerce ecosystems that deliver personalized, seamless, and intelligent customer experiences.
We integrate commerce platforms, customer data, marketing technology, and AI-powered decisioning to transform how brands engage customers across channels. By embedding Generative AI and Agentic AI into commerce operations, we enable real-time personalization, autonomous merchandising, dynamic pricing, campaign orchestration, and revenue growth at scale.
WHAT'S IN IT FOR YOU?
Work at the forefront of Agentic Commerce and Generative AI, building next-generation intelligent commerce ecosystems.
Gain hands-on exposure to modern commerce platforms, composable architectures, CDPs, MarTech stacks, and AI orchestration frameworks.
Collaborate with Song teams across Commerce, Experience, Marketing, and Data.
Contribute to reusable accelerators and AI-driven commerce solution assets.
Develop deep technical expertise and client-facing consulting skills within high-impact transformation programs.
What You Would Do in This Role
As an Agentic Commerce & AI Consultant, you will design and build AI-powered commerce solutions using Generative AI and multi-agent orchestration frameworks. You will take ownership of solution components, ensuring scalable, secure, and business-aligned deployments within customer technology ecosystems.
Agentic Commerce Solution Development
Design and implement Agentic AI systems enabling intelligent decision workflows across:
Personalization engines
Merchandising optimization
Campaign orchestration
Conversational commerce
Digital customer engagement platforms
Develop multi-agent architectures coordinating planners, retrievers, reasoning agents, predictive models, and optimization components.
Build and operationalize retrieval-augmented generation (RAG) systems grounded in structured commerce knowledge, product taxonomies, business rules, and policy constraints.
Data & Orchestration Engineering
Define and manage data, knowledge, and context pipelines to support effective agent reasoning.
Lead data preparation, integration, validation, and semantic modeling for commerce use cases.
Architect orchestration pipelines integrating:
Predictive models
LLM reasoning
Decision APIs
Enterprise tools and backend services
Ensure scalable integration within digital commerce platforms (e.g., Adobe Commerce, Salesforce Commerce, SAP CX, composable commerce architectures).
Cloud & Deployment
Leverage AWS, Azure, or GCP for scalable AI deployment and lifecycle management.
Develop modular services using FastAPI and deploy production-ready solutions using containerized and CI/CD-based environments.
Utilize Databricks for large-scale modeling workflows and AI experimentation.
Integrate vector databases, distributed knowledge systems, and in-memory state management (e.g., Redis) for context-aware agent workflows.
Responsible AI & Performance Optimization
Apply Responsible AI principles including:
Structured tool access
Context governance
Logging and traceability
Bias awareness
Drift detection
Implement LLM evaluation metrics, structured testing frameworks, and observability standards.
Continuously optimize multi-agent systems for scalability, reliability, and commercial impact.
Consulting & Client Engagement
Collaborate with cross-functional teams and clients to align AI implementations with business objectives.
Support development of client-ready presentations, demos, and value narratives.
Translate complex AI architectures into clear business outcomes and ROI impact.
Contribute to knowledge assets, reusable accelerators, and best practices.
Mentor junior analysts and support team capability development.
Travel: As required for client support up to 50%
Location: Primary residency within 90 minutes of an approved Accenture office
Who We Are Looking For
- 4+ years of experience building scalable AI or data-driven systems, preferably within digital commerce, MarTech, or customer technology ecosystems. Experience should include:
- Strong proficiency in Python and SQL, with hands-on experience deploying Generative AI and Agentic AI solutions.
- Experience working with Agentic AI frameworks (LangChain, LlamaIndex, CrewAI, AutoGen, LangGraph).
- Experience designing prompt flows, multi-agent orchestration pipelines, and schema-driven tool invocation (e.g., MCP or similar standards).
- Experience integrating AI systems with enterprise APIs and backend commerce platforms.
- Hands-on experience with FastAPI, AWS/Azure/GCP, and Databricks.
- Experience working with vector databases and retrieval-augmented architectures.
- Understanding of Responsible AI principles and production monitoring standards.
- Working knowledge of cloud-native architectures, containerization, and CI/CD pipelines.
- Strong communication skills with the ability to translate advanced AI concepts into business value.
- Structured problem-solving skills and ability to build scalable, client-ready solutions.
Experience with designing of a semantic layer and knowledge graph
Experience with prompt engineering
Compensation at Accenture varies depending on a wide array of factors, which may include but are not limited to the specific office location, role, skill set, and level of experience. As required by local law, Accenture provides a reasonable range of compensation for roles that may be hired as set forth below.
We anticipate this job posting will be posted until 06/23/2026.
Accenture offers a market competitive suite of benefits including medical, dental, vision, life, and long-term disability coverage, a 401(k) plan, bonus opportunities, paid holidays, and paid time off. See more information on our benefits here:
U.S. Employee Benefits | Accenture
Role Location Annual Salary Range
California $70,350 to $196,000
Cleveland $59,100 to $156,800
Colorado $63,800 to $169,300
District of Columbia $68,000 to $180,300
Illinois $59,100 to $169,300
Maine $54,400 to $144,300
Maryland $63,800 to $169,300
Massachusetts $63,800 to $180,300
Minnesota $63,800 to $169,300
New York $66,300 to $196,000
New Jersey $68,000 to $196,000
Virginia $59,100 to $180,300
Washington $80,200 to $180,300
#LI-NA
About Accenture
Accenture is a leading global professional services company that helps the world's leading businesses, governments and other organizations build their digital core, optimize their operations, accelerate revenue growth and enhance citizen services-creating tangible value at speed and scale. We are a talent- and innovation-led company with approximately 791,000 people serving clients in more than 120 countries. Technology is at the core of change today, and we are one of the world's leaders in helping drive that change, with strong ecosystem relationships. We combine our strength in technology and leadership in cloud, data and AI with unmatched industry experience, functional expertise and global delivery capability. Our broad range of services, solutions and assets across Strategy & Consulting, Technology, Operations, Industry X and Song, together with our culture of shared success and commitment to creating 360 value, enable us to help our clients reinvent and build trusted, lasting relationships. We measure our success by the 360 value we create for our clients, each other, our shareholders, partners and communities.Visit us atwww.accenture.com
What We Believe
We have an unwavering commitment to diversity with the aim that every one of our people has a full sense of belonging within our organization. As a business imperative, every person at Accenture has the responsibility to create and sustain an inclusive environment.
Inclusion and diversity are fundamental to our culture and core values. Our rich diversity makes us more innovative and more creative, which helps us better serve our clients and our communities.Read more here
Requesting An Accommodation
Accenture is committed to providing equal employment opportunities for persons with disabilities or religious observances, including reasonable accommodation when needed. If you are hired by Accenture and require accommodation to perform the essential functions of your role, you will be asked to participate in our reasonable accommodation process. Accommodations made to facilitate the recruiting process are not a guarantee of future or continued accommodations once hired.
If you would like to be considered for employment opportunities with Accenture and have accommodation needs such as for a disability or religious observance, please call us toll free at 1 (877) 889-9009 or send us anemailor speak with your recruiter.
Equal Employment Opportunity Statement
We believe that no one should be discriminated against because of their differences.All employment decisions shall be made without regard to age, race, creed, color, religion, sex, national origin, ancestry, disability status, military veteran status, sexual orientation, gender identity or expression, genetic information, marital status, citizenship status or any other basis as protected by applicable law.Our rich diversity makes us more innovative, more competitive, and more creative, which helps us better serve our clients and our communities.
For details, view a copy of the Accenture Equal Opportunity Statement
Accenture is an EEO and Affirmative Action Employer of Veterans/Individuals with Disabilities.
Accenture is committed to providing veteran employment opportunities to our service men and women.
Other Employment Statements
Applicants for employment in the US must have work authorization that does not now or in the future require sponsorship of a visa for employment authorization in the United States.
Candidates who are currently employed by a client of Accenture or an affiliated Accenture business may not be eligible for consideration.
Job candidates will not be obligated to disclose sealed or expunged records of conviction or arrest as part of the hiring process. Further, at Accenture a criminal conviction history is not an absolute bar to employment.
The Company will not discharge or in any other manner discriminate against employees or applicants because they have inquired about, discussed, or disclosed their own pay or the pay of another employee or applicant. Additionally, employees who have access to the compensation information of other employees or applicants as a part of their essential job functions cannot disclose the pay of other employees or applicants to individuals who do not otherwise have access to compensation information, unless the disclosure is (a) in response to a formal complaint or charge, (b) in furtherance of an investigation, proceeding, hearing, or action, including an investigation conducted by the employer, or (c) consistent with the Company's legal duty to furnish information.
California requires additional notifications for applicants and employees. If you are a California resident, live in or plan to work from Los Angeles County upon being hired for this position, pleaseclick herefor additional important information.
Please read Accenture'sRecruiting and Hiring Statementfor more information on how we process your data during the Recruiting and Hiring process.
What Accenture Federal Services employees say
Pay
Benefits
Hours and flexibility
Workplace
Get the full story on Breakroom
About Accenture Federal Services
Sourced by ZipRecruiter
Industry
It services
Company size
10,000+ Employees
Headquarters location
Arlington, VA, US
Year founded
1989