The AI / ML Platform Engineer will operate within the Digital organization and play a central role ... Build and Maintain RAG Pipelines: Architect and implement end-to-end Retrieval-Augmented Generation ...
The AI / ML Platform Engineer will operate within the Digital organization and play a central role ... Build and Maintain RAG Pipelines: Architect and implement end-to-end Retrieval-Augmented Generation ...
AI / ML Platform Engineer Vertiv is seeking a technically skilled and innovative AI / ML Platform ... Build and Maintain RAG Pipelines: Architect and implement end-to-end Retrieval-Augmented Generation ...
AI / ML Platform Engineer Vertiv is seeking a technically skilled and innovative AI / ML Platform ... Build and Maintain RAG Pipelines: Architect and implement end-to-end Retrieval-Augmented Generation ...
AI / ML Platform Engineer
Westerville, OH · On-site
The AI / ML Platform Engineer will operate within the Digital organization and play a central role ... Build and Maintain RAG Pipelines: Architect and implement end-to-end Retrieval-Augmented Generation ...
AI / ML Platform Engineer
Westerville, OH · On-site
The AI / ML Platform Engineer will operate within the Digital organization and play a central role ... Build and Maintain RAG Pipelines: Architect and implement end-to-end Retrieval-Augmented Generation ...
... RAG, and AI agents. • Define clean core compliant architectures using SAP BTP extensibility patterns. • Ensure enterprise grade security, governance, and data privacy compliance. Qualifications
... RAG, and AI agents. • Define clean core compliant architectures using SAP BTP extensibility patterns. • Ensure enterprise grade security, governance, and data privacy compliance. Qualifications
Lead AI Engineer
Columbus, OH · On-site
$152K - $229K/yr
The Lead AI Engineer drives technical decisions across LLM orchestration, RAG pipelines, and production AI infrastructure, while establishing engineering practices, R&D functions, and growing team ...
Lead AI Engineer
Columbus, OH · On-site
$152K - $229K/yr
The Lead AI Engineer drives technical decisions across LLM orchestration, RAG pipelines, and production AI infrastructure, while establishing engineering practices, R&D functions, and growing team ...
Lead AI Engineer
Columbus, OH · On-site
$152K - $190K/yr
The Lead AI Engineer drives technical decisions across LLM orchestration, RAG pipelines, and production AI infrastructure, while establishing engineering practices, R&D functions, and growing team ...
Quick apply
Lead AI Engineer
Columbus, OH · On-site
$152K - $190K/yr
The Lead AI Engineer drives technical decisions across LLM orchestration, RAG pipelines, and production AI infrastructure, while establishing engineering practices, R&D functions, and growing team ...
Lead AI Engineer
Columbus, OH · Remote
$152K - $190K/yr
The Lead AI Engineer drives technical decisions across LLM orchestration, RAG pipelines, and production AI infrastructure, while establishing engineering practices, R&D functions, and growing team ...
Lead AI Engineer
Columbus, OH · Remote
$152K - $190K/yr
The Lead AI Engineer drives technical decisions across LLM orchestration, RAG pipelines, and production AI infrastructure, while establishing engineering practices, R&D functions, and growing team ...
Experienced AI Automation Engineer
Columbus, OH · On-site
$50/hr
RAG pipelines * Prompt regressions across model versions * Tradeoffs between fine-tuning, prompting ... S.-based AI enthusiast to join our team and help develop cutting-edge automation solutions. You'll ...
Experienced AI Automation Engineer
Columbus, OH · On-site
$50/hr
RAG pipelines * Prompt regressions across model versions * Tradeoffs between fine-tuning, prompting ... S.-based AI enthusiast to join our team and help develop cutting-edge automation solutions. You'll ...
Experienced AI Automation Engineer
Columbus, OH · Remote
$50/hr
RAG pipelines * Prompt regressions across model versions * Tradeoffs between fine-tuning, prompting ... S.-based AI enthusiast to join our team and help develop cutting-edge automation solutions. You'll ...
Experienced AI Automation Engineer
Columbus, OH · Remote
$50/hr
RAG pipelines * Prompt regressions across model versions * Tradeoffs between fine-tuning, prompting ... S.-based AI enthusiast to join our team and help develop cutting-edge automation solutions. You'll ...
RAG pipelines * Prompt regressions across model versions * Tradeoffs between fine-tuning, prompting ... S.-based AI enthusiast to join our team and help develop cutting-edge automation solutions. You'll ...
Quick apply
RAG pipelines * Prompt regressions across model versions * Tradeoffs between fine-tuning, prompting ... S.-based AI enthusiast to join our team and help develop cutting-edge automation solutions. You'll ...
Experienced AI Automation Engineer
Columbus, OH · Remote
$50/hr
RAG pipelines * Prompt regressions across model versions * Tradeoffs between fine-tuning, prompting ... S.-based AI enthusiast to join our team and help develop cutting-edge automation solutions. You'll ...
Experienced AI Automation Engineer
Columbus, OH · Remote
$50/hr
RAG pipelines * Prompt regressions across model versions * Tradeoffs between fine-tuning, prompting ... S.-based AI enthusiast to join our team and help develop cutting-edge automation solutions. You'll ...
Senior AI/ML Engineer
Columbus, OH · Remote
$90 - $100/hr
The role includes LLM orchestration, RAG pipelines, vector database integration, and multi-agent systems. The engineer will build predictive models, apply document AI with transformers, and integrate ...
Senior AI/ML Engineer
Columbus, OH · Remote
$90 - $100/hr
The role includes LLM orchestration, RAG pipelines, vector database integration, and multi-agent systems. The engineer will build predictive models, apply document AI with transformers, and integrate ...
GEN AI Sr Data Scientist/Data Scientist
Columbus, OH · On-site +1
$90K - $166K/yr
Senior Data Scientist - AI Horizontal Products Step into the future with The Hartford as a Senior ... RAG frameworks * Hugging Face ecosystems * OpenAI APIs * Translate research findings into ...
GEN AI Sr Data Scientist/Data Scientist
Columbus, OH · On-site +1
$90K - $166K/yr
Senior Data Scientist - AI Horizontal Products Step into the future with The Hartford as a Senior ... RAG frameworks * Hugging Face ecosystems * OpenAI APIs * Translate research findings into ...
Agentic AI - Architect/Tech Lead
Columbus, OH · On-site
$53.25 - $73.25/hr
AI/ML & Agentic Systems Partner with AI/ML teams on ... Agent frameworks (Agent SDK, LangChain, LangGraph, CrewAI, Semantic Kernel) RAG pipelines ...
Agentic AI - Architect/Tech Lead
Columbus, OH · On-site
$53.25 - $73.25/hr
AI/ML & Agentic Systems Partner with AI/ML teams on ... Agent frameworks (Agent SDK, LangChain, LangGraph, CrewAI, Semantic Kernel) RAG pipelines ...
Lead Software Engineer - SAP - BTP AI Developer
Columbus, OH · On-site
$133K - $185K/yr
Build production ready AI use cases including intelligent document processing, RAG, and AI agents. * Define clean core compliant architectures using SAP BTP extensibility patterns. * Ensure ...
Lead Software Engineer - SAP - BTP AI Developer
Columbus, OH · On-site
$133K - $185K/yr
Build production ready AI use cases including intelligent document processing, RAG, and AI agents. * Define clean core compliant architectures using SAP BTP extensibility patterns. * Ensure ...
Build production ready AI use cases including intelligent document processing, RAG, and AI agents. * Define clean core compliant architectures using SAP BTP extensibility patterns. * Ensure ...
Build production ready AI use cases including intelligent document processing, RAG, and AI agents. * Define clean core compliant architectures using SAP BTP extensibility patterns. * Ensure ...
Build production ready AI use cases including intelligent document processing, RAG, and AI agents. * Define clean core compliant architectures using SAP BTP extensibility patterns. * Ensure ...
Build production ready AI use cases including intelligent document processing, RAG, and AI agents. * Define clean core compliant architectures using SAP BTP extensibility patterns. * Ensure ...
Python Developer with AI/ML - Columbus OH, Wilmington DE - Onsite
Columbus, OH · On-site
$48.50 - $67/hr
Need Python development and some experience in ML/AI using (LLM or RAG or Vector)
Python Developer with AI/ML - Columbus OH, Wilmington DE - Onsite
Columbus, OH · On-site
$48.50 - $67/hr
Need Python development and some experience in ML/AI using (LLM or RAG or Vector)
AI Engineer Consultant
Columbus, OH · Hybrid
Implement RAG and document intelligence patterns (ingestion, chunking, embeddings, vector/hybrid ... AI Engineer Consultant Our Deloitte Human Capital team transforms technology platforms, drives ...
AI Engineer Consultant
Columbus, OH · Hybrid
Implement RAG and document intelligence patterns (ingestion, chunking, embeddings, vector/hybrid ... AI Engineer Consultant Our Deloitte Human Capital team transforms technology platforms, drives ...
Implement fine-tuning, RAG, and model-conditioning pipelines to improve accuracy and reduce hallucinations. * Build evaluation, scoring, and validation systems for AI-generated journeys before ...
Implement fine-tuning, RAG, and model-conditioning pipelines to improve accuracy and reduce hallucinations. * Build evaluation, scoring, and validation systems for AI-generated journeys before ...
Ai Rag information
See Columbus, OH salary details
$30.9K - $35.4K
5% of jobs
$35.4K - $40K
5% of jobs
$40K - $44.5K
6% of jobs
$47.2K is the 25th percentile. Wages below this are outliers.
$44.5K - $49K
14% of jobs
$49K - $53.5K
11% of jobs
The median wage is $55.4K / yr.
$53.5K - $58K
21% of jobs
$62K is the 75th percentile. Wages above this are outliers.
$58K - $62.6K
15% of jobs
$62.6K - $67.1K
11% of jobs
$67.1K - $71.6K
4% of jobs
$71.6K - $76.1K
5% of jobs
$76.1K - $80.7K
3% of jobs
$30.9K
$56.3K
$80.7K
How much do ai rag jobs pay per year?
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?
Vertiv rating
6.9
Based on 60 frontline employees who took The Breakroom Quiz
305th of 418 rated machine equipment manufacturers
Job description
Job Summary
Vertiv is seeking a technically skilled and innovative AI / ML Platform Engineer to serve as the hands-on engineering lead for enterprise AI platform capabilities within Vertiv's Digital organization. This individual contributor role is responsible for supporting, administering, and extending Vertiv's production AI platforms - including Writer AI and Compass AI - while owning the development of prompt engineering standards, and AI governance frameworks that ensure responsible, compliant, and high-quality AI outputs across the enterprise. The AI / ML Platform Engineer will operate within the Digital organization and play a central role in advancing Vertiv's Operational Excellence and Customer Focus & Innovation strategic priorities by enabling scalable, governed, and production-grade generative AI capabilities that deliver measurable business value.
As an individual contributor in a lead capacity, this role extends beyond hands-on platform engineering to encompass the full lifecycle of LLM-based application delivery - from model evaluation and prompt optimization to LLMOps monitoring and cross-functional AI enablement. The AI / ML Platform Engineer will partner closely with technology and business stakeholders to define AI usage policies, evaluate emerging GenAI technologies, and ensure that all AI solutions are secure, observable, and aligned to Vertiv's enterprise architecture and data governance standards.
This position is based onsite at Vertiv's Westerville, OH headquarters, with occasional domestic and international travel as needed.
Responsibilities:
- Support and Administer Writer AI & Compass AI Platforms: Serve as the primary technical owner for Vertiv's Writer AI and Compass AI platform instances, managing configuration, tenant administration, integrations, user access controls, and platform health to ensure reliable, production-grade availability across the enterprise.
- Lead Prompt Engineering and Optimization: Design, develop, test, and continuously refine prompts and prompt templates for LLM-powered applications, establishing enterprise-wide prompt engineering standards, libraries, and versioning practices that maximize model accuracy, consistency, and safety.
- Build and Maintain RAG Pipelines: Architect and implement end-to-end Retrieval-Augmented Generation (RAG) pipelines - including document ingestion, chunking strategies, embedding generation, and vector search integration - to ground LLM outputs in authoritative Vertiv knowledge sources and reduce hallucination risk.
- Drive AI Governance and Compliance: Define and enforce AI usage policies, content safety guardrails, data handling standards, and compliance controls across all GenAI platforms and applications, partnering with Legal, Compliance, IT Security, and NPDi teams to ensure responsible AI practices aligned to Vertiv's risk framework.
- Operate LLMOps and Monitoring Frameworks: Implement and maintain LLMOps tooling for production AI systems, including prompt performance monitoring, output quality tracking, cost management, latency observability, and model drift detection, ensuring that AI applications remain performant, reliable, and cost-effective at scale.
- Collaborate Cross-Functionally on AI Initiatives: Partner with technology and business stakeholders to translate requirements into technical AI solutions, provide platform consulting for new GenAI use cases, and serve as a technical subject matter expert on LLM capabilities, limitations, and integration patterns.
- Design and Execute AI Evaluation Frameworks: Develop systematic evaluation frameworks and benchmarks for assessing LLM output quality, prompt effectiveness, RAG retrieval accuracy, and model behavior - enabling data-driven decisions on model selection, prompt iteration, and platform evolution.
- Stay Current on GenAI Advancements: Continuously monitor advancements in generative AI, large language models, agentic AI frameworks, and enterprise AI platforms; evaluate emerging tools and techniques for applicability to Vertiv's AI roadmap and provide actionable recommendations to Digital leadership.
Requirements:
- Bachelor's degree in Computer Science, Information Systems, Engineering, Data Science, or a related field; equivalent practical experience considered.
- 5+ years of professional experience in software engineering, AI/ML engineering, or a related technical discipline.
- 3+ years of hands-on experience building and deploying GenAI / LLM-based applications or platforms in a production enterprise environment.
- Demonstrated experience with prompt engineering, RAG pipeline development, and LLM API integration in real-world production systems.
- Experience with enterprise AI platform administration (e.g., Writer AI, Compass AI, or equivalent SaaS AI platforms) is strongly preferred.
Technical Skills
- Proficiency in Python for AI/ML engineering, data processing, and pipeline development.
- Hands-on experience with RAG architectures, vector search technologies (e.g., Pinecone, Weaviate, pgvector, OpenSearch), and embedding models.
- Experience with LLM APIs and frameworks (e.g., OpenAI, Anthropic, LangChain, LlamaIndex, or equivalent) for building production AI applications.
- Familiarity with AWS AI/ML services (SageMaker, Bedrock, or equivalent) and cloud-native deployment patterns.
- Experience with CI/CD pipelines and DevOps tooling (Gitlab, Jenkins, GitHub Actions, Azure DevOps, or equivalent) for AI application delivery.
- Working knowledge of prompt engineering best practices, prompt versioning, and LLMOps tooling (e.g., MLflow, LangSmith, Weights & Biases, or equivalent).
Preferred Qualifications
- AWS AI/ML certifications (AWS Certified Machine Learning - Specialty, or AWS Certified AI Practitioner).
- Direct hands-on experience with Writer AI and/or Compass AI platform administration and integration.
- Familiarity with enterprise LLMOps tooling, AI observability platforms, and model evaluation frameworks.
- Experience with Snowflake or other cloud data platforms for AI/ML data pipelines and feature engineering.
- Exposure to AI governance frameworks, responsible AI principles, and enterprise AI policy development.
- Experience working in Agile/Scrum delivery environments with cross-functional digital product teams.
The successful candidate will embrace Vertiv's Core Principals & Behaviors to help execute our Strategic Priorities.
OUR CORE PRINCIPALS: Safety. Integrity. Respect. Teamwork. Diversity & Inclusion.
OUR STRATEGIC PRIORITIES
Customer Focus
Operational Excellence
High-Performance Culture
Innovation
Financial Strength
OUR BEHAVIORS
Own It
Act With Urgency
Foster a Customer-First Mindset
Think Big and Execute
Lead by Example
Drive Continuous Improvement
Learn and Seek Out Development
About Vertiv
Vertiv is a $10.2 billion global critical infrastructure and data center technology company. We ensure customers' vital applications run continuously by bringing together hardware, software, analytics and ongoing services. Our portfolio includes power, cooling and IT infrastructure solutions and services that extends from the cloud to the edge of the network. Headquartered in Columbus, Ohio, USA, Vertiv employs around 34,000 people and does business in more than 130 countries. Visit Vertiv.com to learn more.
Work Authorization
No calls or agencies please. Vertiv will only employ those who are legally authorized to work in the United States. This is not a position for which sponsorship will be provided. Individuals with temporary visas such as E, F-1, H-1, H-2, L, B, J, or TN or who need sponsorship for work authorization now or in the future, are not eligible for hire.
Equal Opportunity Employer
Vertiv is an Equal Opportunity/Affirmative Action employer. We promote equal opportunities for all with respect to hiring, terms of employment, mobility, training, compensation, and occupational health, without discrimination as to age, race, color, religion, creed, sex, pregnancy status (including childbirth, breastfeeding, or related medical conditions), marital status, sexual orientation, gender identity / expression (including transgender status or sexual stereotypes), genetic information, citizenship status, national origin, protected veteran status, political affiliation, or disability. If you have a disability and are having difficulty accessing or using this website to apply for a position, you can request help by sending an email to help.join@vertiv.com.
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