Senior AI/ML Engineer

UnitedHealth Group; San Francisco (CA); Teletrabalho; USD 146 000 - 250 000; Tempo integral

Vantagens oferecidas por esta oferta de emprego

Comprehensive benefits

Equity stock purchase

401k contribution

Resumo da oferta

UnitedHealth Group's Optum AI team seeks a senior ML/NLP specialist to advance LLM capabilities and real-time processing, collaborating with AI/ML scientists and engineers.

You will work on cutting-edge ML/AI, responsible AI, and enterprise platforms, with remote work options within the U.S. and opportunities to publish and file patents.

Qualificações

• Master degree in computer science or related quantitative field.
• 5+ years of experience using ML to solve problems in NLP, multimodal RT processing, and/or other AI domains.
• 3+ years of DL frameworks such as PyTorch and/or TensorFlow.
• 3+ years of developing machine learning applications.
• 3+ years of experience in developing Responsible AI metrics, best practices and/or solutions.
• 3+ years of solid ML and RL research and developing experience.

Responsabilidades

• Developing and implementing models and methods that extend and improve LLM capabilities and reliability.
• Research, design and implement scalable machine learning models for real-time processing.
• Developing new solutions and science best practices in Responsible AI.
• Developing our research and innovation agenda.
• Defining the strategies, priorities, and metrics for technical progress in Deep Learning, RAG and LLMs.
• Collaborating with the Optum AI team and fellow scientist and engineers.
• Driving adoption of new science and best practices among service teams.

Conhecimentos

Machine Learning

NLP

Reinforcement Learning

Responsible AI

Formação académica

Master's degree in Computer Science or related quantitative field

PhD in Machine Learning (NLP/GenAI)

Ferramentas

PyTorch

TensorFlow

Descrição da oferta de emprego

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.

Optum AI is UnitedHealth Group's enterprise AI team. We are AI/ML scientists and engineers with deep expertise in AI/ML engineering for health care. We develop AI/ML solutions for the highest impact opportunities across UnitedHealth Group businesses including UnitedHealthcare, Optum Financial, Optum Health, Optum Insight, and Optum Rx. In addition to transforming the health care journey through responsible AI/ML innovation, our charter also includes developing and supporting an enterprise AI/ML development platform.

Optum AI team members:

• Have impact at scale: We have the data and resources to make an impact at scale. When our solutions are deployed, they have the potential to make health care system work better for everyone
• Do ground-breaking work: Many of our current projects involve cutting edge ML, NLP and LLM techniques. Generative AI methods for working with structured and unstructured health care data are continuously being developed and improved. We are working in one of the most important frontiers of AI/ML research and development
• Partner with world-class experts on innovative solutions: Our team members are developing novel AI/ML solutions to business challenges. In some cases, this includes the opportunity to file patents and publish papers about the methods we develop. We also collaborate with AI/ML researchers at some of the world's top universities

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:

• Developing and implementing models and methods that extend and improve LLM capabilities and reliability
• Research, design and implement scalable machine learning models for real-time processing
• Developing new solutions and science best practices in Responsible AI
• Developing our research and innovation agenda
• Defining the strategies, priorities, and metrics for technical progress in Deep Learning, RAG and LLMs
• Collaborating with the Optum AI team and fellow scientist and engineers
• Driving adoption of new science and best practices among service teams

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:

• Master degree in computer science or related quantitative field
• 5+ years of experience using ML to solve problems in natural language processing (NLP), multimodal RT processing, and/or other AI domains
• 3+ years of DL frameworks such as PyTorch and/or TensorFlow
• 3+ years of developing machine learning applications
• 3+ years of experience in developing Responsible AI metrics, best practices and/or solutions
• 3+ years of solid ML and RL research and developing experience

Preferred Qualifications:

• Ph.D. in Machine Learning with focus on NLP and/or GenAI
• Experience with Advanced Deep Learning, applied math and statistics
• Experience fine-tuning LLMs and/or improving pre-train LLM's performance
• Solid technical and scientific knowledge in generative AI

*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 $145,500 - $249,500 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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