Senior Manager Architecture - AI, ML Ops and Azure
Job Description
Primary Responsibilities:
- Responsible for designing and implementing machine learning models, natural language processing (NLP), computer vision applications, and other AI technologies
- He/She will be leveraging AI and ML Ops platforms and AI and ML CI/CD workflows to manage datasets and model training, deployment, and monitoring.
- Integrate Azure AI services and functionalities into solutions
- Graduation degree or equivalent in quantitative analytics field such as Statistics, Data Science, or other quantitative discipline.
- Overall 12+ Years of experience with 5+ years of combined experience with Deep Learning and Machine Learning using frameworks, such as TensorFlow or PyTorch etc.
- AI/MLOps solutions in cloud computing environments, such as Azure
- Experience with virtualization and/or cluster management tools, such as Docker/Containers/ Kubernetes
- Experience in managing cloud consumption
- Software architecture
- Experience with Cloud technologies, esp. with Azure: Possessing a strong grasp of Azure AI services, functionalities and how to integrate them into solutions.
- A deep and proven understanding of AI/ML, including ML frameworks, public cloud and commercial AI/ML solutions.
- Expertise in Azure AI services, including Azure Cognitive Services (Vision, Language, Speech), Azure Machine Learning, and Azure OpenAI Service preferred.
- Deep understanding of AI algorithms, GenAI, LLMs, prompt engineering, APIs, Open AI, RAG, computer vision, OCR.
- Experience in Healthcare and ML and AI in Healthcare a strong plus.
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Careers with Optum. Here's the idea. We built an entire organization around one giant objective; make the health system work better for everyone. So when it comes to how we use the world's large accumulation of health-related information, or guide health and lifestyle choices or manage pharmacy benefits for millions, our first goal is to leap beyond the status quo and uncover new ways to serve. Optum, part of the UnitedHealth Group family of businesses, brings together some of the greatest minds and most advanced ideas on where health care has to go in order to reach its fullest potential. For you, that means working on high performance teams against sophisticated challenges that matter. Optum, incredible ideas in one incredible company and a singular opportunity to do your life's best work.SM
Diversity creates a healthier atmosphere: 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.
UnitedHealth Group is a drug-free workplace. Candidates are required to pass a drug test before beginning employment.
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Date Posted
10/18/2024
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