Why Join us:
At Optum AI, our QEC team is at the forefront of healthcare innovation, leveraging AI and machine learning to transform the way care is delivered. By joining us, you will:
- Make an Impact at Scale: Work with vast datasets and resources to create solutions that improve the healthcare system for millions.
- Do Ground-Breaking Work: Engage in projects utilizing cutting-edge ML, NLP, and LLM techniques. Continuously explore generative AI methods for both structured and unstructured healthcare data, advancing one of the most exciting frontiers of AI/ML research.
- Collaborate with Experts: Partner with world-class AI/ML professionals and researchers, with opportunities to file patents, publish papers, and collaborate with top universities globally.
Primary Responsibilities:
- Design and develop next-generation ML, NLP, and Generative AI products and services for healthcare and pharmacy domains.
- Develop machine learning and deep learning models across diverse areas, including NLP, NLU, NLG, SLU, and multidimensional time series forecasting.
- Optimize and quantize Generative AI models for improved performance and efficiency.
- Manage the lifecycle of NLP and ML models for a suite of AI-powered products.
- Lead large-scale proofs-of-concept using both on-premise and cloud technologies in healthcare applications.
- Prioritize and manage technology initiatives for building ML, NLP, GenAI, and AI-based products.
- Oversee the end-to-end AI product development process, including data ingestion, feature engineering, analysis, modeling, deployment, testing, monitoring, and documentation.
- Build end-to-end pipelines leveraging RAG (Retrieval-Augmented Generation) and vector databases for data retrieval and LLM-based generation.
- Establish best practices for ML, deep learning, and GenAI development cycles to ensure process rigor and high-quality outcomes.
- Work independently to identify and implement solutions to complex problems.
- Adhere to company policies, procedures, and employment terms, including flexibility in work location, team assignments, shifts, and alternative work arrangements, as required by evolving business needs.
Who We are Looking For:
We seek highly motivated AI/ML professionals who are passionate about healthcare innovation, thrive in collaborative environments, and are ready to tackle complex problems using state-of-the-art AI technologies.