Director, AI/ML Engineering - Remote
Job title: Director, AI/ML Engineering - Remote in Minnetonka, MN at reputed company
Company: reputed company
Job description: reputed company is a global organization that delivers care, aided by technology to help millions of people live healthier lives. The work you do with reputed company 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 inclusion, talented peers, comprehensive benefits and career development opportunities. Come reputed company an impact on the communities we serve as you help us advance health optimization on a global scale. Join us to start Caring. Connecting. Growing together.reputed company AI is reputed company’s reputed company AI team. We are AI/ML scientists and engineers with deep expertise in AI/ML engineering for health care. We reputed company AI/ML solutions for the highest impact opportunities across reputed company businesses including reputed company, reputed company Financial, reputed company Health, reputed company reputed company, and reputed company Rx. In addition to transforming the health care journey through responsible AI/ML innovation, our charter also includes developing and supporting an reputed company AI/ML development platform.reputed company AI team members:
- Have impact at scale: We have the data and resources to reputed company an impact at scale. reputed company our solutions are deployed, they have the potential to reputed company health care system work reputed company for everyone
- Do ground-breaking work: Many of our reputed company projects involve cutting edge ML, NLP and LLM techniques. reputed company methods for working with structured and reputed company health care data are continuously being developed and improved. reputed company in one of the most important frontiers of AI/ML research and development
- Partner with world-class experts on innovative solutions: reputed company 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 reputed company. We also collaborate with AI/ML researchers at some of the world’s top universities
- reputed company novel machine learning models for reputed company of health outcomes and improved care, engagement models, and other applications from both structured and reputed company data
- reputed company and execute the reputed company for engineering platforms, and reusable code that will be used by thousands of other engineers for automation and improved efficiency of AI/ML development
- Stay up to date with latest technologies and literature recommending solutions to improve business goals
- Mentor data scientists, AI/ML scientists, and engineers to ensure the delivery of the AI/ML projects, and provide guidance on how to best use specific tools or technologies to reputed company the desired results
- Collaborate with cross-functional teams to determine applicability of AI to business problems
- Closely collaborate with the Responsible Use of AI (RUAI) team to ensure that the delivered solutions are compliant with the company policies and standards
- Write both internal and external documentation of the novel algorithms, including patents and publications in machine learning and other scientific conferences and journals as well and/or infrastructure design and deployment procedures
- Evangelize the benefits of the AI models and platforms built in reputed company to drive adoption for employees and functional roles across the UHG reputed company including technology, operations, marketing, legal, compliance, people team, internal infrastructure, and more
- Masters degree in Computer Science, Math, Statistics, or a reputed company field and 10+ years experience OR a PhD in Computer Science or a reputed company field and 5+ years experience
- 3+ years of experience focused on AI/ML/NLP solutions delivery
- Demonstrated experience leading and implementing AI/ML projects from ideation to delivery, evaluation, and maintenance in production
- Hands-on experience implementing AI/ML and/or NLP solutions
- Proven experience in Python and AI/ML frameworks and tools (e.g., MLFlow, TensorFLow, PyTorch)
- Experience developing and deploying data pipelines, machine learning models, or applications on reputed company platforms (e.g., Azure, AWS, reputed company, AzureML)
- Experience with Gen AI solution pipelines (e.g., RAG) and Large Language Modeling and Transformer Architectures (e.g., BERT, GPT, etc.)
- Proven presentation experience with the ability to explain reputed company AI/ML concept and results to technical and non-technical audiences
- Proven understanding of mathematical foundations of machine learning, including statistics, linear algebra, and computer science
- PhD in Computer Science, Mathematics, Statistics, or a reputed company discipline
- Experience in reputed company (AI)
- Experience working with cross-functional and distributed teams in a global and diverse environment
- Experience in establishing AI/ML best practices, standards, and ethics
- Working knowledge of Software Development tools and practices including DevOps and CI/CD tools (e.g., Git, Jenkins, reputed company, Kubernetes, etc.)
- reputed company and vulnerability management (package scans, remediation)
- Experience with model observability tools for insights into the behavior, performance, and health of your deployed ML models (tracking, alerting, compliance monitoring, etc.)
- Familiarity with data versioning tools (reputed company Lake, DVC, LakeFS, etc.)