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How much do remote rag jobs pay per hour?

As of Jun 27, 2026, the average hourly pay for remote rag in Eagan, MN is $21.93, according to ZipRecruiter salary data. Most workers in this role earn between $18.37 and $23.27 per hour, depending on experience, location, and employer.

What are the key skills and qualifications needed to thrive as a Remote Rag, and why are they important?

I'm sorry, but 'Remote Rag' does not appear to be a recognized professional occupation. Please provide a valid job title.

What is a Remote RAG (Retrieval-Augmented Generation) specialist?

A Remote RAG specialist is a professional who works with Retrieval-Augmented Generation (RAG) systems, typically in the field of artificial intelligence and machine learning. RAG combines traditional information retrieval techniques with generative models like large language models to provide more accurate and contextually relevant answers to user queries. Remote RAG specialists often build, fine-tune, and maintain these systems while working from a remote location. They may also work on integrating RAG models into applications, improving retrieval accuracy, and customizing outputs based on user needs.

What are some common challenges faced by professionals working in a remote RAG (Responsible AI Governance) role?

Professionals in remote RAG roles often encounter challenges related to cross-functional collaboration and maintaining clear communication, especially when working across different time zones. Ensuring alignment on ethical AI standards and compliance requirements can be complex, as it typically involves coordinating with data scientists, legal teams, and business stakeholders. Staying current with evolving regulatory frameworks and best practices in AI governance is also essential, demanding continuous learning and adaptability. Building trust and rapport within a remote team can require extra effort, but leveraging digital collaboration tools and regular check-ins can help mitigate these challenges.
What job categories do people searching Remote Rag jobs in Eagan, MN look for? The top searched job categories for Remote Rag jobs in Eagan, MN are:
What cities near Eagan, MN are hiring for Remote Rag jobs? Cities near Eagan, MN with the most Remote Rag job openings:
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Infographic showing various Remote Rag job openings in Eagan, MN as of June 2026, with employment types broken down into 91% Full Time, 6% Part Time, and 3% Contract. Highlights an 38% Physical, 3% Hybrid, and 59% Remote job distribution, with an average salary of $45,607 per year, or $21.9 per hour.
Lead AI/ML Engineer - Remote Nationwide or Hybrid in MN/DC

Lead AI/ML Engineer - Remote Nationwide or Hybrid in MN/DC

UnitedHealth Group

Eden Prairie, MN • On-site, Remote

$104K - $137K/yr

Full-time

Retirement

Posted 7 days ago

UnitedHealth Group rating

7.6

Company rating: 7.6 out of 10

Based on 141 frontline employees who took The Breakroom Quiz

188th of 877 rated healthcare providers

Job description

Optum Tech is a global leader in health care innovation. Our teams develop cutting-edge solutions that help people live healthier lives and help make the health system work better for everyone. From advanced data analytics and AI to cybersecurity, we use innovative approaches to solve some of health care's most complex challenges. Your contributions here have the potential to change lives. Ready to build the next breakthrough? Join us to start Caring. Connecting. Growing together.
As a Lead AI/ML Engineer within the Consumer Engineering division of the Chief Digital Office (CDO), you will play a critical role in shaping the future of our digital health platforms. This role is designed for a high-performing engineer with strong software fundamentals and a deep passion for building production-ready, scalable AI services. You will focus on the practical application of Generative AI techniques, designing end-to-end solutions that integrate seamlessly into our enterprise ecosystem. By leveraging modern data platforms and cloud-native architectures, you will help bridge the gap between complex machine learning research and reliable, consumer-facing applications that improve the lives of those we serve.
You'll enjoy the flexibility to work remotely* from anywhere within the U.S. as you take on some tough challenges. For all hires in the Minneapolis or Washington, D.C. area, you will be required to work in the office a minimum of four days per week.
Primary Responsibilities:
  • Lead the design, development, and deployment of complex AI-powered solutions to address enterprise-level business challenges, with a focus on responsible AI practices
  • Provide technical leadership and architectural guidance to engineering teams building and operating machine-learning models in production environments
  • Use enterprise-approved AI tools to streamline workflows, automate tasks, and foster a culture of continuous improvement and strategic innovation
  • Architect and implement scalable AI services, APIs, and pipelines, ensuring they meet rigorous enterprise standards for reliability and performance
  • Evaluate emerging AI/ML trends and technologies to inform strategic solution design and lead technical innovation across the organization
  • Establish and mature MLOps practices, including enterprise-grade CI/CD, comprehensive monitoring, and versioning for AI assets
  • Design and implement sophisticated AI techniques (e.g., NLP, deep learning, predictive modeling) integrated with large-scale data and distributed compute platforms
  • Ensure all AI solutions strictly adhere to security, privacy, and regulatory standards, upholding the highest principles of responsible AI within a healthcare context
  • Mentor junior and mid-level engineers, providing code reviews and technical guidance to grow team capabilities
  • Partner with senior leadership, product managers, and data scientists to align AI initiatives with long-term business goals

You'll be rewarded and recognized for your performance in an environment that will challenge you and give you clear direction on what it takes to succeed in your role as well as provide development for other roles you may be interested in.
Required Qualifications:
  • Bachelor's degree or equivalent experience
  • 8+ years of professional software engineering experience delivering high-quality, production-grade commercial applications
  • 4+ years of AI/ML engineering experience, including designing and deploying models at scale
  • 2+ years of experience in a technical lead or architectural role, providing guidance to engineering teams
  • 5+ years of hands-on experience with Python, Java, and SQL
  • 2+ years of experience with cloud-native architectures (specifically AWS, Azure, or GCP)
  • 2+ years of experience with Databricks, PySpark, and large-scale data pipeline implementation
  • Experience with containerization (Docker/Kubernetes) and building/maintaining enterprise-grade CI/CD pipelines

Preferred Qualifications:
  • Expertise in Generative AI solutions, specifically utilizing RAG, LangChain, and Vector Databases
  • Experience with big data technologies such as Spark, Hadoop, and Kafka
  • Solid knowledge of Infrastructure as Code (Terraform or CloudFormation)
  • Experience with data governance and platform-level controls (e.g., Unity Catalog, Delta Lake)
  • Solid foundation in data science principles, including statistics, probability theory, and optimization
  • Ability to communicate complex technical concepts to non-technical stakeholders and senior leadership

*All employees working remotely will be required to adhere to UnitedHealth Group's Telecommuter Policy.
Pay is based on several factors including but not limited to local labor markets, education, work experience, certifications, etc. In addition to your salary, we offer benefits such as, a comprehensive benefits package, incentive and recognition programs, equity stock purchase and 401k contribution (all benefits are subject to eligibility requirements). No matter where or when you begin a career with us, you'll find a far-reaching choice of benefits and incentives. The salary for this role will range from $112,700 to $193,200 annually based on full-time employment. We comply with all minimum wage laws as applicable.
Application Deadline: This will be posted for a minimum of 2 business days or until a sufficient candidate pool has been collected. Job posting may come down early due to volume of applicants.
At UnitedHealth Group, our mission is to help people live healthier lives and make the health system work better for everyone. We believe everyone-of every race, gender, sexuality, age, location and income-deserves the opportunity to live their healthiest life. Today, however, there are still far too many barriers to good health which are disproportionately experienced by people of color, historically marginalized groups and those with lower incomes. We are committed to mitigating our impact on the environment and enabling and delivering equitable care that addresses health disparities and improves health outcomes - an enterprise priority reflected in our mission.
UnitedHealth Group is an Equal Employment Opportunity employer under applicable law and qualified applicants will receive consideration for employment without regard to race, national origin, religion, age, color, sex, sexual orientation, gender identity, disability, or protected veteran status, or any other characteristic protected by local, state, or federal laws, rules, or regulations.
UnitedHealth Group is a drug - free workplace. Candidates are required to pass a drug test before beginning employment.

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