Lead Ai Ml Engineer

7 days ago

Ghaziabad, India Optum Full time
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. Come make an impact on the communities we serve as you help us advance health equity on a global scale. Join us to start Caring. Connecting. Growing together. Develop novel machine learning algorithms to develop new indicators for demand forecasting prediction with applications to reserve estimates and to the development of affordability programs. Implement state of the art machine learning model and evaluate their performance. Develop machine learning across different data and machine learning domains. Primary Responsibilities:
Communicate the performance of the machine learning algorithms across an interdisciplinary team Write both internal and external documentation of the novel algorithms, including publications in machine learning and other scientific conferences and journals Comply with the terms and conditions of the employment contract, company policies and procedures, and any and all directives (such as, but not limited to, transfer and/or re-assignment to different work locations, change in teams and/or work shifts, policies in regards to flexibility of work benefits and/or work environment, alternative work arrangements, and other decisions that may arise due to the changing business environment). The Company may adopt, vary or rescind these policies and directives in its absolute discretion and without any limitation (implied or otherwise) on its ability to do so nic Required Qualifications:
PhD in machine learning, computer science, statistics, biomedical informatics, or a related field relevant 9 years of industry/academic experience in machine learning or a related fiel Hands-on experience in implementing and training machine learning algorithms and statistical analysis, including for example non-parametric tests, mixed linear models, modern supervised and unsupervised machine learning algorithms such as SVM, random forest, PCA, t-SNE, clustering, LMMs, and deep learning. Experience with Python, Spark (Databricks), DevOps Tools (Github Actions, Docker, etc.) Effective communication skills, including in an interdisciplinary environment Solid written communication skills of scientific material. Proven deep understanding of mathematical foundations of machine learning, including statistics, linear algebra, and computer science Preferred Qualifications:
Experience with actuarial models Experience working in an interdisciplinary environment, particularly in engineering and medicine Demonstrated track record of patents and/or scientific publications in machine learning or a related field. Work on health-related fields (e.G., biomedical informatics, bioinformatics, biomathematics) Comfortable working in a fast paced, highly collaborative and fluid work environment 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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