Lead AI/ML Engineer - Remote

Optum; Bellevue (WA); Remote; USD 104,000 - 191,000; Full time

Job summary

Join a forward-thinking organization that is at the forefront of AI and machine learning in healthcare. In this role, you'll leverage your expertise to develop innovative solutions that enhance health outcomes for millions. You'll work alongside world-class experts, tackling challenging projects that push the boundaries of technology. With a strong commitment to diversity and inclusion, this company fosters an environment where your contributions matter. Enjoy the flexibility of remote work while making a significant impact on the healthcare system. If you're ready to advance your career and help transform the future of health, this opportunity is for you.

Benefits

Comprehensive benefits package

Incentive and recognition programs

401k contribution

Equity stock purchase

Qualifications

• 7+ years of industry experience in machine learning.
• Proven advanced understanding of deep learning applications.
• Experience with state-of-the-art algorithms.

Responsibilities

• Drive end-to-end machine learning projects with high complexity.
• Build and deploy machine learning models into production.
• Perform hands-on analysis of healthcare data sets.

Skills

Machine Learning

Deep Learning

Python Programming

Natural Language Processing (NLP)

Generative AI

Statistical Analysis

Data Analysis

Education

PhD in AI, Computer Science, or Data Science

Tools

PyTorch

TensorFlow

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.

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.

Primary Responsibilities:

• Drive end-to-end Machine Learning projects that have a high degree of ambiguity, scale and complexity


• Build Machine Learning models, perform proof-of-concept, experiment, optimize, and deploy your models into production; work closely with software engineers to assist in productionizing the ML models


• Perform hands-on analysis and modeling of healthcare data sets to develop insights that increase business value


• Run A/B experiments, gather data, and perform statistical analysis


• Establish scalable, efficient, automated processes for large-scale data analysis, machine-learning model development, model validation and serving


• Research and implement innovative machine learning approaches


• Mentor and help recruit AI/ML scientists and machine learning engineers to the team


• Present findings and insights to senior leadership and at internal venues


• Be the thought leader in cutting-edge AI research and proactively pursue IP submissions

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:

• PhD in AI, computer science, data science, applied math or related technical fields


• 7+ years of industry/academic experience in machine learning or a related field


• 5+ years of building models for business application experience


• Proven advanced understanding of Deep Learning with applications in Time series Processing, NLP and multimodal modeling


• Proven solid Python programming skills and experience with deep learning frameworks such as PyTorch or TensorFlow


• Experienced mathematical background, especially in optimization theory, stochastic algorithms, and/or numerical methods


• Experience with state-of-the-art algorithms and topologies including, but not limited to: VAR, GNNs, GANs, Transformers, deep and wide, SSMs, LLMs among others


• Proven in-depth knowledge in Generative AI technology and Large Language Models (LLM)

*All employees working remotely will be required to adhere to UnitedHealth Group's Telecommuter Policy.

California, Colorado, Connecticut, Hawaii, Nevada, New Jersey, New York, Rhode Island, Washington, Washington, D.C. Residents Only: The salary range for this role is $104,700 to $190,400 annually. Pay is based on several factors including but not limited to local labor markets, education, work experience, certifications, etc. UnitedHealth Group complies with all minimum wage laws as applicable. In addition to your salary, UnitedHealth Group offers 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 UnitedHealth Group, you'll find a far-reaching choice of benefits and incentives.

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.