AI/ML Engineer
BengaluruFull-time12–22 yrsPosted 2 days ago
Leadership data science role at UnitedHealth Group (Optum) in Bengaluru. Needs 12+ years and an M.Sc, B.Tech or B.E..
About the role
Here, you will find a culture guided by inclusion, talented peers, comprehensive benefits and career development opportunities. Come make an impact on the communities we serve as you help us advance health optimization on a global scale.
What you'll do
- Lead the design, development, and implementation of scalable AI/ML solutions, leveraging Python, SQL, pandas, numpy, and modern ML frameworks (TensorFlow, PyTorch
- Oversee end to end ML workflows-from data preparation, feature engineering, EDA, and model development to evaluation, deployment, and continuous monitoring
- Guide model selection, optimization, and tuning, ensuring solutions balance performance, explainability, cost, and Responsible AI principles
- Build and maintain production grade ML pipelines with orchestration and experiment tracking tools such as MLflow, Feature Stores, ONNX, and vector databases
- Lead drift analysis, observability, and model health monitoring to ensure ongoing accuracy, reliability, and robustness in production environments
What you need
- Machine learning
- SQL
- Python
- Pandas
- Scikit-learn
- NumPy
Good to have
- AWS
- Spark
- Hadoop
- GCP
- Azure
- TensorFlow