AI Model Validation Evaluate LLM responses for accuracy, relevance, and consistency. Test prompt engineering effectiveness and response quality. Validate Retrieval-Augmented Generation (RAG) outputs.
AI Model Validation Evaluate LLM responses for accuracy, relevance, and consistency. Test prompt engineering effectiveness and response quality. Validate Retrieval-Augmented Generation (RAG) outputs.
Lead Architect - Airvoyant
Miami, FL · On-site
$52.75 - $72.50/hr
Design scalable solutions leveraging Generative AI, Agentic AI, RAG, and intelligent automation. * Lead architecture for cloud-native applications, APIs, microservices, and event-driven systems.
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Lead Architect - Airvoyant
Miami, FL · On-site
$52.75 - $72.50/hr
Design scalable solutions leveraging Generative AI, Agentic AI, RAG, and intelligent automation. * Lead architecture for cloud-native applications, APIs, microservices, and event-driven systems.
Enterprise Data Architect
Juno Beach, FL · On-site
Design and govern enterprise AI data patterns including vector search, Retrieval Augmented Generation (RAG), semantic data access, and knowledge management architectures REQUIREMENTS: * 8+ years of ...
Enterprise Data Architect
Juno Beach, FL · On-site
Design and govern enterprise AI data patterns including vector search, Retrieval Augmented Generation (RAG), semantic data access, and knowledge management architectures REQUIREMENTS: * 8+ years of ...
Senior Cloud Engineer AI
$81K - $151K/yr
Azure Machine Learning, Azure OpenAI, Azure AI Foundry Experience building MLOps platforms and automated ML pipelines Strong knowledge of LLMOps, LLM lifecycle management, agentic AI, RAG (retrieval ...
Senior Cloud Engineer AI
$81K - $151K/yr
Azure Machine Learning, Azure OpenAI, Azure AI Foundry Experience building MLOps platforms and automated ML pipelines Strong knowledge of LLMOps, LLM lifecycle management, agentic AI, RAG (retrieval ...
AI Engineer - GenAI
Saint Petersburg, FL · On-site
Design RAG Pipelines and build Knowledge Systems: Work with our Data Engineering team to build and optimize RAG pipelines to give AI agents access to knowledge. * Integrate & Deploy Solutions: Work ...
AI Engineer - GenAI
Saint Petersburg, FL · On-site
Design RAG Pipelines and build Knowledge Systems: Work with our Data Engineering team to build and optimize RAG pipelines to give AI agents access to knowledge. * Integrate & Deploy Solutions: Work ...
AI/ML Engineer
Miami, FL · On-site +1
$120K - $150K/yr
AI/ML Engineer Experience: 4-7 Years Job Type: Full-Time Location: Remote / Hybrid / Onsite ... Develop Retrieval-Augmented Generation (RAG) pipelines. * Work with vector databases for semantic ...
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AI/ML Engineer
Miami, FL · On-site +1
$120K - $150K/yr
AI/ML Engineer Experience: 4-7 Years Job Type: Full-Time Location: Remote / Hybrid / Onsite ... Develop Retrieval-Augmented Generation (RAG) pipelines. * Work with vector databases for semantic ...
AI Engineer with Python
Sunrise, FL · On-site
Implement Retrieval-Augmented Generation (RAG) pipelines and integrate Large Language Models (LLMs) * Deliver Gen AI use cases in live production environments Required Skills * Python programming ...
AI Engineer with Python
Sunrise, FL · On-site
Implement Retrieval-Augmented Generation (RAG) pipelines and integrate Large Language Models (LLMs) * Deliver Gen AI use cases in live production environments Required Skills * Python programming ...
Python, GenAI, LLM, LangChain, LangGraph, RAG. Experience: 6+ Years * Design and develop AI-powered applications using Python and modern GenAI frameworks. * Build and optimize LLM-based solutions ...
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Python, GenAI, LLM, LangChain, LangGraph, RAG. Experience: 6+ Years * Design and develop AI-powered applications using Python and modern GenAI frameworks. * Build and optimize LLM-based solutions ...
Senior Agentic (AI) Engineer
Tampa, FL · On-site +1
$98K - $135K/yr
Worth AI is hiring a Senior Agentic AI Engineer to design and ship production agent systems that ... Strong RAG fundamentals chunking, embeddings, hybrid retrieval, reranking, grounding - and judgment ...
Senior Agentic (AI) Engineer
Tampa, FL · On-site +1
$98K - $135K/yr
Worth AI is hiring a Senior Agentic AI Engineer to design and ship production agent systems that ... Strong RAG fundamentals chunking, embeddings, hybrid retrieval, reranking, grounding - and judgment ...
Senior Agentic (AI) Engineer
Orlando, FL · On-site +1
$97K - $134K/yr
Worth AI is hiring a Senior Agentic AI Engineer to design and ship production agent systems that ... Strong RAG fundamentals chunking, embeddings, hybrid retrieval, reranking, grounding - and judgment ...
Senior Agentic (AI) Engineer
Orlando, FL · On-site +1
$97K - $134K/yr
Worth AI is hiring a Senior Agentic AI Engineer to design and ship production agent systems that ... Strong RAG fundamentals chunking, embeddings, hybrid retrieval, reranking, grounding - and judgment ...
Gen AI Tech Lead
Tampa, FL · On-site
Responsibilities : • Design scalable, maintainable AI solutions that integrate Langchain, LangGraph, and RAG methodologies to enhance knowledge discovery and conversational AI capabilities. • ...
Gen AI Tech Lead
Tampa, FL · On-site
Responsibilities : • Design scalable, maintainable AI solutions that integrate Langchain, LangGraph, and RAG methodologies to enhance knowledge discovery and conversational AI capabilities. • ...
AI Architect
$59.50 - $78.50/hr
Experience with embeddings, vector databases, RAG patterns, LangChain, Semantic Kernel and MLflow ... AI Strategy & Enterprise Architecture* Evaluate and recommend AI models, APIs and platforms (e.g ...
AI Architect
$59.50 - $78.50/hr
Experience with embeddings, vector databases, RAG patterns, LangChain, Semantic Kernel and MLflow ... AI Strategy & Enterprise Architecture* Evaluate and recommend AI models, APIs and platforms (e.g ...
AI Architect
Tampa, FL · On-site
Experience with embeddings, vector databases, RAG patterns, LangChain, Semantic Kernel and MLflow ... AI Strategy & Enterprise Architecture * Evaluate and recommend AI models, APIs and platforms (e.g ...
AI Architect
Tampa, FL · On-site
Experience with embeddings, vector databases, RAG patterns, LangChain, Semantic Kernel and MLflow ... AI Strategy & Enterprise Architecture * Evaluate and recommend AI models, APIs and platforms (e.g ...
Senior Agentic (AI) Engineer
Miami, FL · On-site +1
$99K - $137K/yr
Worth AI is hiring a Senior Agentic AI Engineer to design and ship production agent systems that ... Strong RAG fundamentals chunking, embeddings, hybrid retrieval, reranking, grounding - and judgment ...
Senior Agentic (AI) Engineer
Miami, FL · On-site +1
$99K - $137K/yr
Worth AI is hiring a Senior Agentic AI Engineer to design and ship production agent systems that ... Strong RAG fundamentals chunking, embeddings, hybrid retrieval, reranking, grounding - and judgment ...
Senior Agentic (AI) Engineer
Orlando, FL · On-site +1
$97K - $134K/yr
Worth AI is hiring a Senior Agentic AI Engineer to design and ship production agent systems that ... Strong RAG fundamentals chunking, embeddings, hybrid retrieval, reranking, grounding - and judgment ...
Senior Agentic (AI) Engineer
Orlando, FL · On-site +1
$97K - $134K/yr
Worth AI is hiring a Senior Agentic AI Engineer to design and ship production agent systems that ... Strong RAG fundamentals chunking, embeddings, hybrid retrieval, reranking, grounding - and judgment ...
... AI (RAG), Power BI. * Experience building responsive, component-based front ends (Angular preferred; React/Vue transferable) with reactive/state-management patterns. * Experience with cloud-native ...
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... AI (RAG), Power BI. * Experience building responsive, component-based front ends (Angular preferred; React/Vue transferable) with reactive/state-management patterns. * Experience with cloud-native ...
Gen AI Tech Lead
Tampa, FL · On-site
$132K - $162K/yr
Responsibilities : • Design scalable, maintainable AI solutions that integrate Langchain, LangGraph, and RAG methodologies to enhance knowledge discovery and conversational AI capabilities. • ...
Gen AI Tech Lead
Tampa, FL · On-site
$132K - $162K/yr
Responsibilities : • Design scalable, maintainable AI solutions that integrate Langchain, LangGraph, and RAG methodologies to enhance knowledge discovery and conversational AI capabilities. • ...
Staff AI Engineer
Boca Raton, FL · On-site
As a Staff AI Engineer, you define and drive the architecture of AI and agentic systems across ... You set direction for multi-agent orchestration, production RAG (hybrid search, re-ranking, and ...
Staff AI Engineer
Boca Raton, FL · On-site
As a Staff AI Engineer, you define and drive the architecture of AI and agentic systems across ... You set direction for multi-agent orchestration, production RAG (hybrid search, re-ranking, and ...
Staff AI Engineer
Boca Raton, FL · On-site
As a Staff AI Engineer, you define and drive the architecture of AI and agentic systems across ... You set direction for multi-agent orchestration, production RAG (hybrid search, re-ranking, and ...
Staff AI Engineer
Boca Raton, FL · On-site
As a Staff AI Engineer, you define and drive the architecture of AI and agentic systems across ... You set direction for multi-agent orchestration, production RAG (hybrid search, re-ranking, and ...
AI Engineer
Lake Mary, FL · On-site
AI Engineer Job Location: Lake Mary, FL (3 Days Onsite) Job Type: Contract Need 11+ Years of ... Retrieval-Augmented generation (RAG) * Document Ingestion and preprocessing * Chunking Strategies ...
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AI Engineer
Lake Mary, FL · On-site
AI Engineer Job Location: Lake Mary, FL (3 Days Onsite) Job Type: Contract Need 11+ Years of ... Retrieval-Augmented generation (RAG) * Document Ingestion and preprocessing * Chunking Strategies ...
Ai Rag information
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?
Contractor
Re-posted 8 days ago
Job description
ALL CAPS, NO SPACES B/T UNDERSCORES
-- (Max)
PTN_US_GBAMSREQID_CandidateBeelineID
i.e. PTN_US_9999999_SKIPJOHNSON0413
MSP Owner: Shilpa Bajpai
Location: Denver, CO (Zip Code-80221)- REMOTE
skill id: 10902001
Role: AI Agentic Tester
Skills: QA/Test Engineering experience
Must have- Experience testing Generative AI, LLM, or AI-based applications.
Role Descriptions: AI Agentic Tester
Essential Skills: AI Agentic Tester
Desirable Skills:
Keyword:
Skills: Modern Functional Quality Engineering
Experience Required: 2-4 Years
PFB the responsibilities and skills needed:
Functional Testing
Validate AI agent workflows against business requirements.
Test end-to-end AI use cases, including multi-agent interactions.
Verify task completion accuracy and output quality.
Test agent orchestration, tool calling, and workflow execution.
AI Model Validation
Evaluate LLM responses for accuracy, relevance, and consistency.
Test prompt engineering effectiveness and response quality.
Validate Retrieval-Augmented Generation (RAG) outputs.
Measure hallucination rates and response reliability.
Required Skills
3-8 years of QA/Test Engineering experience.
Experience testing Generative AI, LLM, or AI-based applications.
Knowledge of AI Agents, Agentic AI, RAG, and prompt engineering.
Hands-on experience with API testing (Postman, Swagger, REST APIs).
Experience with automation frameworks (Selenium, Playwright, PyTest).
Proficiency in Python.
Understanding of AI evaluation metrics and testing methodologies
Knowledge of Azure OpenAI, AWS Bedrock, Gemini, or similar AI platforms
About Real Soft
Sourced by ZipRecruiter
Industry
It services
Company size
501 - 1,000 Employees
Headquarters location
Monmouth Junction, NJ, US
Year founded
1991