01Responsibilities
Develop and implement machine learning solutions using LLMsUtilize the Langchain framework for working with closed source and open source modelsApply fine-tuning methodologies to optimize machine learning models for specific tasks and datasetsWrite clean, maintainable, and efficient code adhering to PEP8 standardsUtilize containerization technologies such as Docker for development and deploymentEnsure the production quality of code, including thorough testing and documentationBe comfortable working on the terminal for various development and deployment tasksWork on traditional machine learning methods like XGBoost for classification tasks and unsupervised learning techniques like K-means
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 soRequired Qualifications:
Graduate degree or equivalent experience5+ years of experience with traditional ML, deep learning and GenAIExperience with LLMsExperience with version control systems such as GitExperience with Retrieval-Augmented Generation (RAG) techniquesExperience in ensuring the production quality of code, including thorough testing and documentationSolid understanding of machine learning concepts and fine-tuning methodologiesBasic understanding of containerization technologies such as DockerProficiency in using the Langchain frameworkExcellent coding skills in Python, with adherence to PEP8 standardsProven solid problem-solving skills and attention to detailProven ability to write clean, maintainable, and efficient codeProven to be comfortable working on the terminal for various development and deployment tasks
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. .
