Principal AI/ML Engineer
2 days ago
At UnitedHealth Group, we're harnessing the potential of Artificial Intelligence and Machine Learning to revolutionize the healthcare industry. As a Principal AI/ML Engineer, you'll play a pivotal role in shaping our vision for AI-driven solutions that improve patient outcomes and enhance the overall healthcare experience.
Key Responsibilities:- Develop and execute the vision for data science platforms, driving innovation and efficiency across the organization.
- Design and implement novel machine learning models for prediction, engagement, and optimization, leveraging both structured and unstructured data.
- Stay at the forefront of AI/ML advancements, recommending solutions that drive business growth and improve health outcomes.
- Mentor and guide data scientists, AI/ML engineers, and other teams to ensure the successful delivery of AI/ML projects.
- Collaborate with cross-functional teams to identify AI-driven solutions for business problems, ensuring alignment with company policies and standards.
- PhD in Computer Science, Machine Learning, or a related field, with 5+ years of industry experience in a hands-on technical role.
- Demonstrated experience leading and implementing AI/ML projects from ideation to delivery.
- Hands-on expertise in implementing and training machine learning algorithms, including non-parametric tests, mixed linear models, and modern supervised and unsupervised machine learning algorithms.
- Proven experience in Python and its libraries, including NumPy, PyTorch/TensorFlow, Pandas, and Matplotlib.
- Demonstrated experience in Gen AI solution pipeline engineering and Large Language Modeling and Transformer Architectures.
- Proven presentation skills, with the ability to explain complex AI/ML concepts and results to technical and non-technical audiences.
- Experience in healthcare (AI) and working with cross-functional and distributed teams in a global and diverse environment.
- Experience in mentoring and coaching AI/ML talent, establishing AI/ML best practices, standards, and ethics.
- Demonstrated portfolio of AI/ML publications, patents, or awards, and experience with model observability tools.
At UnitedHealth Group, we're committed to creating a workplace that's inclusive, diverse, and equitable. We believe that everyone deserves the opportunity to live their healthiest life, and we're dedicated to making a positive impact on the communities we serve.
UnitedHealth Group is an Equal Employment Opportunity/Affirmative Action employer and all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, age, national origin, protected veteran status, disability status, sexual orientation, gender identity or expression, marital status, genetic information, or any other characteristic protected by law.
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