
Data Engineer (AI/ML)
UnitedHealth Group
Minnetonka, MN • 1h ago • On-site
Senior
On-site
72,800 - 130,000 USD/yr
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Potential salary for Data Engineer (AI/ML) role
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$72,800 – $130,000/year
Quick Facts
- Role: Data Engineering Analyst with AI/ML (Data Engineer with AI/ML)
- Work model: Remote within the U.S.; Minneapolis or Washington, D.C. hires require at least 4 days/week in the office
- Salary: $72,800–$130,000 annually (based on location, education, experience, certifications, etc.)
Description
Architect, build, and optimize intelligent data workflows for healthcare and insurance datasets using LLMs and advanced AI/ML techniques. Develop prompt engineering strategies, implement agentic frameworks, and support model development, evaluation, and fine-tuning for production systems with responsible AI principles.
Responsibilities
- Design and develop AI-driven solutions using LLMs to automate claims adjudication processes
- Build and optimize prompt engineering strategies for LLM-based applications
- Implement and integrate agentic frameworks to enable autonomous decision-making workflows
- Architect and deploy scalable data pipelines and AI workflows leveraging Python and related technologies
- Collaborate with cross-functional teams to ensure compliance with healthcare data standards and Responsible AI principles
- Contribute to model development, evaluation, and fine-tuning for production environments
- Mentor junior engineers and foster knowledge-sharing
- Work independently to deliver innovative solutions aligned with business objectives, emphasizing responsible AI use
Requirements
- Bachelor’s degree in CS or IT related field
- 5+ years hands-on experience in data engineering and backend automation
- 5 years experience with Python, PySpark (Databricks), T-SQL, SQL, and big data technologies (Hadoop, Spark)
- 5 years experience with ETL tools, workflow orchestration (Airflow), and data warehousing (Snowflake or similar)
- 1 year experience with one cloud technology: Azure (ML Studio), AWS, or Google Cloud Platform
- 1 year experience with CI/CD pipelines, GitHub Actions, and containerization tools (Docker)
- 1+ years experience with Agile methodologies and DevOps practices
- 6+ months experience with Generative AI frameworks/architectures (LangChain, HuggingFace, OpenAI APIs)
- 6+ months experience with AI/ML concepts including Generative AI, LLMs (GPT, Gemini, LLaMA), and prompt engineering
Benefits
- Comprehensive benefits package
- Incentive and recognition programs
- Equity stock purchase and 401k contribution (subject to eligibility requirements)
Telecommuters must follow the company’s Telecommuter Policy. The workplace is drug-free and candidates must pass a drug test before employment.
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