Associate AI/ML Engineer

UnitedHealth Group

3+ yrs Bengaluru Full Time Hybrid (office + remote)
UnitedHealth Group logo
Posted : today
Actively hiring

Job description

Join Optum, a global leader in healthcare technology, dedicated to improving lives through innovative solutions. As an Associate AI/ML Engineer, you will contribute to developing cutting-edge AI, ML, and NLP products and services that transform healthcare. This role offers a dynamic culture, collaborative environment, and opportunities for professional growth as you help advance health optimization worldwide. Start your journey with us to Care, Connect, and Grow together.

Optum is committed to fostering a diverse and inclusive workplace where everyone can thrive and contribute to our mission of making health systems work better for all.

Responsibilities

Drive the design and development of next-generation AI and ML solutions for healthcare applications. Build and refine machine learning models, including deep learning and NLP systems, focusing on areas like NLU, NLG, and time-series forecasting. Leverage expertise in RAG, LangChain, and Vector Databases to enhance model capabilities and performance. Optimize and manage the lifecycle of NLP and ML models across various products, ensuring scalability and efficiency.

Lead complex proof-of-concept initiatives and manage technology roadmaps for AI/ML solutions. Oversee the end-to-end machine learning development pipeline, from data ingestion and feature engineering to model deployment and performance monitoring. Establish rigorous best practices for the deep learning development cycle to guarantee high-quality outcomes. Work autonomously to solve intricate business challenges and architect scalable ML solutions.

Qualifications

Possess a Bachelor's or Master's degree in Computer Science, Data Science, Statistics, or a related technical field. Bring at least 3 years of hands-on experience in AI/ML development, with a strong foundation in Python, pandas, NumPy, and SQL. Demonstrate proficiency in the complete AI/ML project lifecycle, including EDA, model development, tuning, and drift analysis. Experience delivering production-grade AI/ML projects is essential.

Familiarity with RAG modeling using vector databases such as Milvus, Chroma, or FAISS is required. Solid understanding of discriminative AI model development and generative AI applications is expected. Experience with Python frameworks like Flask API and FastAPI, coupled with a strong grasp of ML/DL algorithms and frameworks like Scikit-learn, TensorFlow, and PyTorch, is crucial for success in this role.

Essential Skills

PythonPandasNumPySQLRAGLangChainVector DatabasesFlask APIFastAPIScikit-learnTensorFlowPyTorchNLPMachine LearningDeep LearningNLUNLGSLUTime Series ForecastingModel OptimizationModel Deployment

Good to Have

MilvusChromaFAISS

Highlights

  • Actively hiring

More Details

RoleAssociate AI/ML Engineer
IndustryHealthcare
DepartmentData Science, AI / Machine Learning
Employment TypeFull Time, Hybrid (office + remote)

About the Company

UnitedHealth logo

UnitedHealth

Healthcare

Associate AI/ML Engineer at UnitedHealth Group | SkillMX | SkillMX