AI/ML Engineer - Hybrid Onsite
Job
UnitedHealth Group
Minnetonka, MN (In Person)
$101,400 Salary, Full-Time
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Job Description
- Requisition number:
- 2353416
- Job category:
- Technology Optum is a global organization that delivers care, aided by technology to help millions of people live healthier lives.
- Caring. Connecting. Growing together.
- We are looking for a talented and motivated Data Scientist to join our team.
Primary Responsibilities:
- + Develop and implement machine learning solutions using LLMs + Utilize the Langchain framework for working with closed source and open-source models + Apply fine-tuning methodologies to optimize machine learning models for specific tasks and datasets + Write clean, maintainable, and efficient code adhering to PEP8 standards + Utilize containerization technologies such as Docker for development and deployment + Ensure the production quality of code, including thorough testing and documentation + Be comfortable working on the terminal for various development and deployment tasks + Work on traditional machine learning methods like XGBoost for classification tasks and unsupervised learning techniques like K-means 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:
- + Undergraduate degree or equivalent experience + 5+ years of experience with machine learning concepts and fine-tuning methodologies + 5+ years of professional coding experience in Python, following PEP8 standards + 5+ years of experience with version control systems such as Git + 3+ years of proven experience working with Large Language Models (LLMs) + 3+ years of hands-on experience using the LangChain framework + 3+ years of experience with Retrieval-Augmented Generation (RAG) techniques + 3+ years of experience with containerization technologies such as Docker + Experience ensuring production-quality code, including thorough testing and documentation + Proven solid problem-solving skills and attention to detail + Proven ability to write clean, maintainable, and efficient code + Proven comfortable working in the terminal for development and deployment tasks •
Preferred Qualifications:
- + Healthcare experience + Statistical knowledge Pay is based on several factors including but not limited to local labor markets, education, work experience, certifications, etc.
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