Title: AI/ML Engineer Location: NJ/ TX Overall Technology Snapshot * AWS Cloud * Base Python ... FAST API * LLM Pipeline in AWS Environment * RAG Architecture, Optimization, and Tuning
Title: AI/ML Engineer Location: NJ/ TX Overall Technology Snapshot * AWS Cloud * Base Python ... FAST API * LLM Pipeline in AWS Environment * RAG Architecture, Optimization, and Tuning
AI/ML Engineer
Burbank, CA · On-site
$111K - $153K/yr
Develop and optimize prompt engineering strategies for LLM-based systems * Build and deploy RAG ... ML roles * 7+ years of Python experience (expert-level proficiency required) * 7+ years of ...
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AI/ML Engineer
Burbank, CA · On-site
$111K - $153K/yr
Develop and optimize prompt engineering strategies for LLM-based systems * Build and deploy RAG ... ML roles * 7+ years of Python experience (expert-level proficiency required) * 7+ years of ...
AI/ML Engineer
Burbank, CA · On-site
Develop and optimize prompt engineering strategies for LLM-based systems * Build and deploy RAG ... ML roles * 7+ years of Python experience (expert-level proficiency required) * 7+ years of ...
AI/ML Engineer
Burbank, CA · On-site
Develop and optimize prompt engineering strategies for LLM-based systems * Build and deploy RAG ... ML roles * 7+ years of Python experience (expert-level proficiency required) * 7+ years of ...
MLOps / Platform • Implement CI/CD for ML/LLM workloads using MLflow, Vertex, SageMaker, Databricks, Airflow, Argo, and Kubernetes. • Apply LLM Ops foundations for RAG and GenAI use cases.
MLOps / Platform • Implement CI/CD for ML/LLM workloads using MLflow, Vertex, SageMaker, Databricks, Airflow, Argo, and Kubernetes. • Apply LLM Ops foundations for RAG and GenAI use cases.
Job : Backend Python Developer - AI/ML Location : Orlando preferable, Las Vegas Skills : Python ... LLM inference services and agent-based tools * Familiarity with vector databases and RAG workflows
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Job : Backend Python Developer - AI/ML Location : Orlando preferable, Las Vegas Skills : Python ... LLM inference services and agent-based tools * Familiarity with vector databases and RAG workflows
Python AI Developer - ZL
Washington, DC · On-site
$57 - $78.50/hr
SQL * AWS Data Services * LLM * ML * Sagemaker * Bedrock Top 3 Soft Skills: * Confidence in ... Familiarity with vector databases (e.g., FAISS, Pinecone) and retrieval-augmented generation (RAG)
Python AI Developer - ZL
Washington, DC · On-site
$57 - $78.50/hr
SQL * AWS Data Services * LLM * ML * Sagemaker * Bedrock Top 3 Soft Skills: * Confidence in ... Familiarity with vector databases (e.g., FAISS, Pinecone) and retrieval-augmented generation (RAG)
Python/GenAI Developer
Herndon, VA · On-site
$51.75 - $71.25/hr
LLM * ML * Sagemaker Experience: 8+ years overall in Software Engineering disciplines, preferably ... Familiarity with vector databases (e.g., FAISS, Pinecone) and retrieval-augmented generation (RAG)
Python/GenAI Developer
Herndon, VA · On-site
$51.75 - $71.25/hr
LLM * ML * Sagemaker Experience: 8+ years overall in Software Engineering disciplines, preferably ... Familiarity with vector databases (e.g., FAISS, Pinecone) and retrieval-augmented generation (RAG)
Python Gen AI Developer - ZL
Washington, DC · On-site
$57 - $78.50/hr
SQL * AWS Data Services * LLM * ML * Sagemaker * Bedrock Top 3 Soft Skills: * Confidence in ... Familiarity with vector databases (e.g., FAISS, Pinecone) and retrieval-augmented generation (RAG)
Python Gen AI Developer - ZL
Washington, DC · On-site
$57 - $78.50/hr
SQL * AWS Data Services * LLM * ML * Sagemaker * Bedrock Top 3 Soft Skills: * Confidence in ... Familiarity with vector databases (e.g., FAISS, Pinecone) and retrieval-augmented generation (RAG)
AI/ML Engineer
Reston, VA · On-site
AI/ML Engineer (Python, AWS, GenAI) Location: Reston, VA (In-person interviews required) Candidate ... Architect and operationalize RAG pipelines , embeddings, vector databases, and LLM-powered ...
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AI/ML Engineer
Reston, VA · On-site
AI/ML Engineer (Python, AWS, GenAI) Location: Reston, VA (In-person interviews required) Candidate ... Architect and operationalize RAG pipelines , embeddings, vector databases, and LLM-powered ...
AI / ML Engineering Execution • Oversee development of: o Machine learning models (supervised / unsupervised) o Generative AI and LLM based solutions o Retrieval Augmented Generation (RAG ...
AI / ML Engineering Execution • Oversee development of: o Machine learning models (supervised / unsupervised) o Generative AI and LLM based solutions o Retrieval Augmented Generation (RAG ...
Senior AI/ML & Data Engineer
Chantilly, VA · On-site
$108K - $147K/yr
Define target state architectures for LLM enabled applications, AI microservices, RAG pipelines ... AI/ML engineering, cloud-native development, or data engineering. * Strong proficiency in Python ...
Senior AI/ML & Data Engineer
Chantilly, VA · On-site
$108K - $147K/yr
Define target state architectures for LLM enabled applications, AI microservices, RAG pipelines ... AI/ML engineering, cloud-native development, or data engineering. * Strong proficiency in Python ...
Sr. AI/ML Engineer (LLM)
Miami, FL · On-site
$99K - $137K/yr
Create and architect interpreters, Agented Systems, and integrate multi-hop RAG and other LLM ... Provide AI/ML technical leadership and mentorship to other engineers on the team. * Ensure that LLM ...
Sr. AI/ML Engineer (LLM)
Miami, FL · On-site
$99K - $137K/yr
Create and architect interpreters, Agented Systems, and integrate multi-hop RAG and other LLM ... Provide AI/ML technical leadership and mentorship to other engineers on the team. * Ensure that LLM ...
Data Scientist with Python AI/ML Location: Atlanta, GA (Inperson interview needed) Position type ... Lead the architecture and development of LLM-driven applications, AI agents, and RAG-based systems.
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Data Scientist with Python AI/ML Location: Atlanta, GA (Inperson interview needed) Position type ... Lead the architecture and development of LLM-driven applications, AI agents, and RAG-based systems.
Senior AI/LLM Engineer
Irving, TX · On-site
$100K - $137K/yr
... RAG prompt grounding strategies LLM fine-tuning Neural Network training & tuning Traditional ML models (random forest, k-means clustering, linear regression, etc.) MCP development and consumption ...
Senior AI/LLM Engineer
Irving, TX · On-site
$100K - $137K/yr
... RAG prompt grounding strategies LLM fine-tuning Neural Network training & tuning Traditional ML models (random forest, k-means clustering, linear regression, etc.) MCP development and consumption ...
Experience developing AI/ML applications focused on Retrieval-Augmented Generation (RAG), semantic retrieval, LLM integration, or related AI workflows. * Strong proficiency in Python and modern AI/ML ...
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Experience developing AI/ML applications focused on Retrieval-Augmented Generation (RAG), semantic retrieval, LLM integration, or related AI workflows. * Strong proficiency in Python and modern AI/ML ...
Sr AI/ML Engineer
Irving, TX · On-site
$102K - $179K/yr
Design and implement RAG pipelines, embedding strategies, and vector search architectures. * Build agentic workflows, prompt strategies, and orchestration patterns for LLM systems. * Own AI/ML ...
Sr AI/ML Engineer
Irving, TX · On-site
$102K - $179K/yr
Design and implement RAG pipelines, embedding strategies, and vector search architectures. * Build agentic workflows, prompt strategies, and orchestration patterns for LLM systems. * Own AI/ML ...
AI/ML Software Engineer
Annapolis, MD · Hybrid
AI/ML Software Engineer-K23-0094-25L-17 Location- Annapolis, MD Position Overview We are seeking an ... development , LLM integration , retrieval-augmented generation (RAG) , chatbot development ...
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AI/ML Software Engineer
Annapolis, MD · Hybrid
AI/ML Software Engineer-K23-0094-25L-17 Location- Annapolis, MD Position Overview We are seeking an ... development , LLM integration , retrieval-augmented generation (RAG) , chatbot development ...
LLM Engineer
San Mateo, CA · On-site
Design and optimize RAG pipelines : Build retrieval-augmented generation systems over engineering ... Experience deploying ML systems on cloud platforms (GCP, AWS, Azure) or on-prem infrastructure
LLM Engineer
San Mateo, CA · On-site
Design and optimize RAG pipelines : Build retrieval-augmented generation systems over engineering ... Experience deploying ML systems on cloud platforms (GCP, AWS, Azure) or on-prem infrastructure
AI/ML Security Integration Engineer
Annapolis Junction, MD · On-site
$140K - $281K/yr
Fine-tune LLM parameters and prompt engineering to ensure outputs match organization-specific ... Build custom RAG knowledge base incorporating customer's 500+ security policies and standard ...
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AI/ML Security Integration Engineer
Annapolis Junction, MD · On-site
$140K - $281K/yr
Fine-tune LLM parameters and prompt engineering to ensure outputs match organization-specific ... Build custom RAG knowledge base incorporating customer's 500+ security policies and standard ...
Sr AI/ML Engineer
$102K - $179K/yr
Design and implement RAG pipelines, embedding strategies, and vector search architectures. * Build agentic workflows, prompt strategies, and orchestration patterns for LLM systems. * Own AI/ML ...
Sr AI/ML Engineer
$102K - $179K/yr
Design and implement RAG pipelines, embedding strategies, and vector search architectures. * Build agentic workflows, prompt strategies, and orchestration patterns for LLM systems. * Own AI/ML ...
Llm Ml Rag information
See salary details
$45K - $50.9K
13% of jobs
$50.9K - $56.8K
7% of jobs
$59.2K is the 25th percentile. Wages below this are outliers.
$56.8K - $62.7K
13% of jobs
$62.7K - $68.6K
8% of jobs
$68.6K - $74.5K
0% of jobs
The median wage is $77.9K / yr.
$74.5K - $80.5K
16% of jobs
$85.8K is the 75th percentile. Wages above this are outliers.
$80.5K - $86.4K
20% of jobs
$86.4K - $92.3K
15% of jobs
$92.3K - $98.2K
2% of jobs
$98.2K - $104.1K
3% of jobs
$104.1K - $110K
3% of jobs
$45K
$75.3K
$110K
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?

Job description
Location: NJ/ TX
Job Description:
Overall Technology Snapshot
- AWS Cloud
- Base Python
- Python Multithreading and Transaction/State Management
- FAST API
- LLM Pipeline in AWS Environment
- RAG Architecture, Optimization, and Tuning
- Deployment and Model Refinement
Detailed Technical Skills
- Strong Python coding skills - Core Python, multithreading, transaction management, asynchronous communication, FAST API
- Cloud exposure (AWS preferred) - from development through deployment
- Experience working across the full SDLC, including design discussions and decision-making
- Clear understanding of LLM, RAG, and ability to explain system design of current projects
About Apex Informatics
Sourced by ZipRecruiter
Industry
It services
Company size
1 - 10 Employees
Headquarters location
Omaha, NE, US
Year founded
2014