Artificial Intelligence and Machine Learning Engineer
4 weeks ago
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.
Key Responsibilities:
- Help design and develop the next generation of NLP, ML & AI products, and services for healthcare.
- Develop machine learning and deep learning models and systems in domains including, but not limited to: NLP, NLU, NLG, SLU and multidimensional time series forecasting among others.
- Be able to quantize, optimize GenAI models.
- Manage NLP & ML models lifecycle for a suite of products.
- Run large complex proof-of-concepts for the healthcare business.
- Manage prioritization and technology work for building NLP, ML & AI solutions.
- Lead the full end-to-end machine learning development process including data ingestion and preparation, feature engineering, analysis and modeling, model deployment, performance tracking and documentation.
- Establish best practices for end-to-end deep learning and machine learning development cycle to ensure rigor in process and quality in outcome.
- Work with a great deal of autonomy to find solutions to complex problems.
- Comply with the terms and conditions of the employment contract, company policies and procedures, and any and all directives.
Required Qualifications:
- Master's degree in computer science, Statistics, Electrical Engineering, or another quantitative field.
- 7+ years of industry/academic experience in data science, machine learning or a related field.
- 5+ years of experience with Machine Learning and Deep Learning modeling.
- 3+ years of experience with Deep Learning Frameworks and Distributed training.
- 2+ years of experience applying computational algorithms and statistical methods to both structured and unstructured data.
- 1+ years of experience in GenAI models.
- Exposure in RAG, LangChain, VectorDBs.
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.
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