... RAG systems, and agent-based architectures. • Strong knowledge of ML algorithms, NLP/NLU ... LLM-based solutions. • Master's degree or specialization in Computer Science, AI, ML, Data ...
... RAG systems, and agent-based architectures. • Strong knowledge of ML algorithms, NLP/NLU ... LLM-based solutions. • Master's degree or specialization in Computer Science, AI, ML, Data ...
Applied AI Data Scientist
Hartford, CT · On-site +1
$90K - $135K/yr
... ML libraries. * Hands-on experience building RAG systems, vector search pipelines, and GenAI applications. * Familiarity with modern LLM platforms (Vertex AI, OpenAI, Bedrock, Azure OpenAI)
Applied AI Data Scientist
Hartford, CT · On-site +1
$90K - $135K/yr
... ML libraries. * Hands-on experience building RAG systems, vector search pipelines, and GenAI applications. * Familiarity with modern LLM platforms (Vertex AI, OpenAI, Bedrock, Azure OpenAI)
The Hartford utilizes advanced analytics, predictive, AI/ML, and Generative AI models as well as ... RAG), agent workflow, LLM evaluation, familiarity with neural networks * Experience in GenAI tools ...
The Hartford utilizes advanced analytics, predictive, AI/ML, and Generative AI models as well as ... RAG), agent workflow, LLM evaluation, familiarity with neural networks * Experience in GenAI tools ...
The Hartford utilizes advanced analytics, predictive, AI/ML, and Generative AI models as well as ... RAG), agent workflow, LLM evaluation, familiarity with neural networks * Experience in GenAI tools ...
The Hartford utilizes advanced analytics, predictive, AI/ML, and Generative AI models as well as ... RAG), agent workflow, LLM evaluation, familiarity with neural networks * Experience in GenAI tools ...
Google AI Lead Architect
$55.75 - $76.50/hr
LLM and AI Integration: Integrate and fine-tune Large Language Models (LLMs) and other AI/ML models ... RAG with Vertex AI Search/Vector Search, prompt design, safety policies, observability). * Deep ...
Google AI Lead Architect
$55.75 - $76.50/hr
LLM and AI Integration: Integrate and fine-tune Large Language Models (LLMs) and other AI/ML models ... RAG with Vertex AI Search/Vector Search, prompt design, safety policies, observability). * Deep ...
AI Engineer
Hartford, CT · On-site
... ML, ML, deep learning or LLM models, and proofs of concepts. • Participate in and deliver ... RAG (Retrieval-Augmented Generation) AI Agents / Agentic frameworks Prompt Engineering Proficiency ...
AI Engineer
Hartford, CT · On-site
... ML, ML, deep learning or LLM models, and proofs of concepts. • Participate in and deliver ... RAG (Retrieval-Augmented Generation) AI Agents / Agentic frameworks Prompt Engineering Proficiency ...
AI Engineer
Hartford, CT · On-site
$115K - $138K/yr
... ML, ML, deep learning or LLM models, and proofs of concepts. • Participate in and deliver ... RAG (Retrieval-Augmented Generation) AI Agents / Agentic frameworks Prompt Engineering Proficiency ...
AI Engineer
Hartford, CT · On-site
$115K - $138K/yr
... ML, ML, deep learning or LLM models, and proofs of concepts. • Participate in and deliver ... RAG (Retrieval-Augmented Generation) AI Agents / Agentic frameworks Prompt Engineering Proficiency ...
Applied AI Data Scientist
Hartford, CT · On-site
$90K - $135K/yr
Strong Python and SQL skills; experience with deep learning and ML libraries. * Handson experience building RAG systems, vector search pipelines, and GenAI applications. * Familiarity with modern LLM ...
Applied AI Data Scientist
Hartford, CT · On-site
$90K - $135K/yr
Strong Python and SQL skills; experience with deep learning and ML libraries. * Handson experience building RAG systems, vector search pipelines, and GenAI applications. * Familiarity with modern LLM ...
... and ML solutions to drive innovation and enhance business processes. Your work will involve ... You will architect and build production-grade RAG pipelines, MCP connections, agentic AI workflows ...
... and ML solutions to drive innovation and enhance business processes. Your work will involve ... You will architect and build production-grade RAG pipelines, MCP connections, agentic AI workflows ...
AI Engineer
Springfield, MA · On-site
$113K - $148K/yr
... AI and ML models and systems in support of defined business use cases, including LLM-based ... Apply generative AI and agentic techniques (e.g., LLMs, RAG, prompt engineering) to real business ...
AI Engineer
Springfield, MA · On-site
$113K - $148K/yr
... AI and ML models and systems in support of defined business use cases, including LLM-based ... Apply generative AI and agentic techniques (e.g., LLMs, RAG, prompt engineering) to real business ...
Lead design of multi-agent AI architectures, LLM/RAG pipelines, and agentic workflow orchestration ... Evaluate emerging AI/ML, agentic framework, and automation technologies and make recommendations ...
Lead design of multi-agent AI architectures, LLM/RAG pipelines, and agentic workflow orchestration ... Evaluate emerging AI/ML, agentic framework, and automation technologies and make recommendations ...
... LLM selection and routing, RAG pipelines, memory systems, and tool/function-calling patterns ... AI/ML development and deployment, with deep knowledge of ML algorithms, neural network ...
New
... LLM selection and routing, RAG pipelines, memory systems, and tool/function-calling patterns ... AI/ML development and deployment, with deep knowledge of ML algorithms, neural network ...
New
Develop and promote best practices in AI, ML, and data engineering across teams. Architect and ... Experience with LLM orchestration frameworks like Langchain, LlamaIndex, LangSmith, LangGraph ...
Develop and promote best practices in AI, ML, and data engineering across teams. Architect and ... Experience with LLM orchestration frameworks like Langchain, LlamaIndex, LangSmith, LangGraph ...
Senior Applied AI Engineer
Holyoke, MA · On-site
$141K - $171K/yr
Design and deploy advanced AI/ML solutions to solve complex engineering and business problems ... Experience with generative AI and LLM-based applications (e.g., RAG, tool use, agent frameworks)
Senior Applied AI Engineer
Holyoke, MA · On-site
$141K - $171K/yr
Design and deploy advanced AI/ML solutions to solve complex engineering and business problems ... Experience with generative AI and LLM-based applications (e.g., RAG, tool use, agent frameworks)
Develop and promote best practices in AI, ML, and data engineering across teams. Architect and ... Experience with LLM orchestration frameworks like Langchain, LlamaIndex, LangSmith, LangGraph ...
Develop and promote best practices in AI, ML, and data engineering across teams. Architect and ... Experience with LLM orchestration frameworks like Langchain, LlamaIndex, LangSmith, LangGraph ...
Develop and promote best practices in AI, ML, and data engineering across teams. Architect and ... Experience with LLM orchestration frameworks like Langchain, LlamaIndex, LangSmith, LangGraph ...
Develop and promote best practices in AI, ML, and data engineering across teams. Architect and ... Experience with LLM orchestration frameworks like Langchain, LlamaIndex, LangSmith, LangGraph ...
Develop and promote best practices in AI, ML, and data engineering across teams. Architect and ... Experience with LLM orchestration frameworks like Langchain, LlamaIndex, LangSmith, LangGraph ...
Develop and promote best practices in AI, ML, and data engineering across teams. Architect and ... Experience with LLM orchestration frameworks like Langchain, LlamaIndex, LangSmith, LangGraph ...
Software Engineer
Hartford, CT · Remote
$72K - $130K/yr
Develop and optimize RAG (Retrieval-Augmented Generation) pipelines, including document ingestion ... ML or generative AI solutions in production or enterprise environments * 2 years of experience in ...
New
Software Engineer
Hartford, CT · Remote
$72K - $130K/yr
Develop and optimize RAG (Retrieval-Augmented Generation) pipelines, including document ingestion ... ML or generative AI solutions in production or enterprise environments * 2 years of experience in ...
New
Principal Application Security Engineer - AI & Agentic Systems
Hartford, CT · On-site
$144K - $288K/yr
... ML workloads, with recent experience in generative AI and agentic workloads. * 5+ years of ... Hands-on experience securing AI agents, RAG pipelines, and tool-using LLM systems. * Proven ability ...
Principal Application Security Engineer - AI & Agentic Systems
Hartford, CT · On-site
$144K - $288K/yr
... ML workloads, with recent experience in generative AI and agentic workloads. * 5+ years of ... Hands-on experience securing AI agents, RAG pipelines, and tool-using LLM systems. * Proven ability ...
Integrate large language model (LLM) APIs and AI/ML services into applications (e.g., OpenAI, GCP Vertex, AWS Bedrock) * Design and implement RAG (Retrieval-Augmented Generation) pipelines, prompt ...
Integrate large language model (LLM) APIs and AI/ML services into applications (e.g., OpenAI, GCP Vertex, AWS Bedrock) * Design and implement RAG (Retrieval-Augmented Generation) pipelines, prompt ...
Llm Ml Rag information
See Springfield, MA salary details
$44.8K - $50.7K
13% of jobs
$50.7K - $56.6K
7% of jobs
$59K is the 25th percentile. Wages below this are outliers.
$56.6K - $62.5K
13% of jobs
$62.5K - $68.4K
8% of jobs
$68.4K - $74.3K
0% of jobs
The median wage is $77.6K / yr.
$74.3K - $80.2K
16% of jobs
$85.5K is the 75th percentile. Wages above this are outliers.
$80.2K - $86.1K
20% of jobs
$86.1K - $91.9K
15% of jobs
$91.9K - $97.8K
2% of jobs
$97.8K - $103.7K
3% of jobs
$103.7K - $109.6K
3% of jobs
$44.8K
$75K
$109.6K
How much do llm ml rag jobs pay per year?
What are some typical challenges faced when working on Retrieval-Augmented Generation (RAG) systems in large language model (LLM) machine learning roles?
What is the difference between Llm Ml Rag vs Data Scientist?
| Aspect | Llm Ml Rag | Data Scientist |
|---|---|---|
| Required Credentials | Master's or PhD in ML, AI, or related fields; certifications in ML frameworks | Degree in Computer Science, Statistics, or related; certifications in data analysis or ML |
| Work Environment | Research labs, AI development teams, tech companies | Business analytics, research, product development teams |
| Employer & Industry Usage | Tech firms, AI startups, research institutions | Finance, healthcare, tech, consulting firms |
| Common Search & Comparison | Often compared for ML specialization and research focus | Compared for data analysis, modeling, and business insights |
While both roles involve working with machine learning, Llm Ml Rag typically focuses on research and development of large language models, requiring advanced ML expertise. Data Scientists often work on analyzing data, building predictive models, and deriving insights for business decisions. The roles overlap in skills but differ in focus and application areas.
What are the key skills and qualifications needed to thrive as an LLM ML RAG (Retrieval-Augmented Generation) Engineer, and why are they important?
What are LLM ML RAG jobs?

IT - Technology Lead | Enterprise Content Management | IBM Watson
Hartford, CT • On-site
$168K/yr
Full-time
Posted 21 hours ago
Job description
Work Location & Reporting Address Hartford, CT 6156
Vendor Rate XXX/Hr.
Contract duration 6
Target Start Date 22 Apr 2026
Must Have Skills
Core AI & GenAI Expertise
• Deep experience with Generative AI, LLMs, multi-modal models, RAG systems, and agent-based architectures.
• Strong knowledge of ML algorithms, NLP/NLU techniques, transformers, embeddings, and evaluation frameworks.
Model Tuning & Optimization
• Hands-on expertise with PEFT, LoRA, QLoRA, parameter-efficient fine-tuning, and prompt-tuning strategies.
Frameworks, Tools & Libraries
• Proficiency in:
o LangChain, LangGraph, Pydantic
o FAISS / Chroma / Milvus or other vector DBs
o PyTorch / TensorFlow
o HuggingFace ecosystem
o OpenAI / Azure OpenAI / Claude / Gemini APIs
Full-Stack AI Engineering
• Strong Python engineering skills for building orchestration, pipelines, and backend services.
• Experience deploying AI workloads on Azure/AWS/GCP (or equivalents).
• Understanding of MLOps / AIOps, CI/CD pipelines, containerization, and microservices.
Consultative & Evangelization Skills - Exceptional communication and storytelling abilities.
• Nice to have skills
8-15+ years of experience in AI/ML, with at least 3-5 years in GenAI/LLM-based solutions.
• Master's degree or specialization in Computer Science, AI, ML, Data Science, or related fields.
• Certifications in cloud AI services (Azure AI, AWS ML, GCP Vertex AI) are highly desirable.
Key Responsibilities
1. Strategic AI Leadership & Evangelization - Partner with business and technology leaders to shape the AI roadmap, influence strategy, and embed AI in transformation initiatives.
2. AI Solution Architecture & Full-Stack AI Engineering - Lead design and development of end-to-end AI/GenAI solutions, including data ingestion, model orchestration, inference services, and integration with enterprise systems. Architect multi-model pipelines using platforms and frameworks such as LangChain, LangGraph, Pydantic, vector databases, LLM frameworks, and cloud-native services.
3. Model Development, Tuning & Optimization - Apply advanced model-tuning techniques such as PEFT, LoRA, QLoRA, SFT, and Retrieval-Augmented Generation (RAG).
4. GenAI & ML Engineering Excellence - Build prototype agents, copilots, AI automation flows, and domain-context solutions using modern AI frameworks.
5. Client Engagement & Value Realization - Lead client discussions, articulate solution approaches, drive use case discovery, feasibility assessment, and ROI analysis to prioritize AI initiatives.
Minimum years of experience
8-10 years
Certifications Needed :No
Top 3 responsibilities you would expect the Subcon to shoulder and execute
Solution design
Technical delivery
Team handling
Interview Process (Is face to face required?) No
About Spruce Infotech
Sourced by ZipRecruiter
Industry
It services
Company size
1 - 10 Employees
Headquarters location
Exton, PA, US
Year founded
2011