Lead AI/ML Engineer- AI, Deep learning
- Bangalore, Karnataka
- Permanent
- Full-time
Utilize frameworks such as Scikit Learn, TensorFlow, and PyTorch to build and deploy models
Perform exploratory data analysis (EDA), statistical analysis, and feature engineering to uncover insights and patterns in data
Build, tune, and evaluate machine learning models for predictive and prescriptive analytics
Conduct drift analysis to monitor model performance and ensure accuracy over time
Collaborate with cross-functional teams to understand business requirements and translate them into technical solutions
Work on the full life cycle of AI/ML projects, including data preparation, model development, tuning, and deployment
Ensure the scalability, reliability, and efficiency of AI/ML solutions in production environments
Stay updated with the latest advancements in AI/ML techniques and tools, and identify opportunities to apply them to enhance existing solutions
Document and communicate findings, methodologies, and insights to technical and non-technical stakeholders
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:Bachelor's or Master's degree in Computer Science, Data Science, Statistics, or a related field
10+ years of overall experience with 5+ years of experience in Data Science, AI/ML, or a similar role
Hands-on experience in delivering production-grade AI/ML projects
Experience with the full life cycle of AI/ML projects, including EDA, model development, tuning, and drift analysis
Solid understanding of mathematical and statistical concepts
Solid programming skills in Python, with experience in pandas, numpy, and SQL
Proficiency in frameworks such as Scikit Learn, TensorFlow, and PyTorch
Proven excellent problem-solving and analytical thinking skills
Proven solid communication and collaboration skills to work effectively in a team environmentPreferred Qualifications:Knowledge of Big Data technologies (PySpark, Hadoop) and data streaming tools (Kafka, etc.)
Familiarity with the US Healthcare domainAt 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.#nic