AI/ML Engineer

LHC Group, Inc.
Eden Prairie, MN, United States
17 days ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Expert
Experience required
1 year minimum
Compensation
$98,500.0 - $176,000.0
Working hours
Regular working hours

Tech stack

Application Programming Interfaces (APIs) Artificial Intelligence Amazon Web Services Application Frameworks Microsoft Azure Big Data Cloud Computing Code Review Data Governance Apache Hadoop Python (Programming Language) Machine Learning
+24 more
Performance Tuning Software Engineering SQL Databases Data Streaming Workflow Management Systems Cloud Platform System Flask (Web Framework) Apache Spark Generative AI Cloudformation Fastapi Containerization Data Lakes Pyspark Infrastructure Automation Frameworks Information Technology Apache Kafka Machine Learning Operations Restful APIs Streamlit Framework Terraform Docker Databricks Microservices

Job description

Optum is a global organization that delivers care, aided by technology to help millions of people live healthier lives. The work you do with our team will directly improve health outcomes by connecting people with the care, pharmacy benefits, data and resources they need to feel their best. Here, you will find a culture guided by diversity and inclusion, talented peers, comprehensive benefits and career development opportunities. Come make an impact on the communities we serve as you help us advance health equity on a global scale. Join us to start Caring. Connecting. Growing together. As an AI/ML Engineer within Optum Technology, you will design, develop, and deploy AI-powered solutions to address complex business challenges with a focus on responsible AI practices. In this role, you will implement and iterate on AI and machine learning solutions-including Generative AI-by building prototypes, integrating models into microservices, and optimizing performance based on evaluation results. Working in collaboration with senior engineers and cross-functional partners, you will leverage enterprise-approved AI tools, cloud platforms, Databricks, PySpark, and API frameworks to drive continuous quality improvement across our healthcare ecosystem. You will enjoy the flexibility to telecommute* from anywhere within the U.S. as you take on some tough challenges. Primary Responsibilities:

  • Design, develop, and deploy AI-powered solutions to address complex business challenges with an emphasis on responsible use of AI
  • Implement and iterate on AI and machine learning solutions (including Generative AI) by building prototypes, integrating models into services, and improving quality based on evaluation results
  • Use enterprise-approved AI tools to streamline engineering workflows, automate tasks, and drive continuous improvement
  • Support proof-of-concept projects and model experiments, establishing performance baselines using clear metrics and standard tooling
  • Contribute to training and inference pipelines using Databricks, PySpark, and cloud platforms (AWS, Azure, or GCP) under guidance from senior engineers
  • Learn and apply Generative AI building blocks such as Retrieval-Augmented Generation (RAG) and prompt orchestration tools (e.g., LangChain)
  • Contribute to building and testing REST APIs (e.g., FastAPI) and learn delivery fundamentals such as containerization (Docker) and application frameworks (e.g., Flask/Streamlit)
  • Support performance and cost optimizations (e.g., caching, batching, quantization, or distillation) to enhance system efficiency
  • Collaborate with cross-functional partners to understand business needs, ask clarifying questions, participate in code reviews, and maintain team standards for quality, safety, and trust

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.

Requirements

  • Bachelor’s degree in Computer Science, IT, Data Science, or a related field (or 4+ years of equivalent software engineering experience in lieu of degree)
  • 2+ years of software engineering experience delivering well-tested applications and services (including co-ops, internships, academic, or personal projects)
  • 1+ years of AI/ML engineering experience, including prototyping, evaluation, and supporting deployment/monitoring in collaboration with senior engineers
  • 1+ years of hands-on experience with Python and SQL through coursework, internships, or professional projects
  • 1+ years of experience with at least one major cloud platform (AWS, Azure, or GCP), * Exposure to Generative AI building blocks (RAG, prompt orchestration tools like LangChain, and vector databases)
  • Experience building and testing APIs (e.g., REST with FastAPI) and working with containers (Docker) or application frameworks (Flask/Streamlit)
  • Familiarity with MLOps concepts (experimentation tracking, model packaging, deployment patterns, and monitoring basics)
  • Exposure to Infrastructure as Code (IaC) tools such as Terraform or CloudFormation
  • Awareness of data governance and access control concepts; familiarity with Databricks features like Delta Lake and Unity Catalog
  • Exposure to big data technologies such as Spark (PySpark/SparkSQL) and streaming/messaging tools (e.g., Kafka/Hadoop)
  • Basic understanding of data science fundamentals (statistics, probability, metrics, and data modeling) and performance optimization techniques (caching, batching, quantization, or distillation)

Benefits & conditions

*All Telecommuters 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 $98,500 to $176,000 annually based on full-time employment. We comply with all minimum wage laws as applicable. Pursuant to the San Francisco Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records.

About the company

LHC Group

  • Eden Prairie, MN
  • $120,100-214,500 per year 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 …, LHC Group

  • Eden Prairie, MN
  • $98,500-176,000 per year 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 …, + $120,100-214,500 per year Optum is a global organization that delivers care, aided by technology to help millions of people live healthier lives. The work you do with our team will directly improve health o…

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