Campus Pride Jobs

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.

Primary Responsibilities:

• Develop and deploy innovative AI solutions to various business problems. You will have the opportunity to learn and apply some of the most cutting-edge AI technologies

• Research and evaluate new data sources, AI technology trends and methodologies to enhance Organization level data science capabilities and solutions

• Perform data analysis, pre-processing and feature engineering required to ensure quality and reliability of the AI models and optimize them for performance and robustness

• Implement and design novel machine learning and deep learning approaches inspired by relevant literature

• 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. Develop code and documentation to assist with model governance

• Clearly document and following best coding practices

• Create and present presentations in the form of presentations and written documents of analysis results

• 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

Required Qualifications:

• Bachelor's degree or higher in computer science or engineering with a focus on language processing

• At least 3+ years of experience in NLP and relevant projects

• Experience implementing multiple machine learning techniques such as supervised, unsupervised, reinforcement learning, Deep learning, NLP

• Proficiency in Python, R, SQL and other programming languages for data analysis and modeling

• Proficiency in libraries such as Huggingface, Spacy, and OpenAI API & cloud development environments such as Azure, AWS, and GCP

• Sound understanding of common NLP tasks such as text classification, entity recognition, entity extraction, and question answering

• Understanding of NLP techniques for language modeling, text representation, and semantic extraction

• Proven ability to develop DNN models from scratch using PyTorch/Tensorflow

• Proven excellent analytical and problem-solving skills, including the ability to disaggregate issues, identify root causes and recommend solutions

Preferred Qualifications:

• Java/Springboot/Kafka experience

• Experience in ML R&D with demonstratable impact

LetsGrow

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.