Engineer II, AI
HyderabadFull-time4–6 yrsPosted 1 week ago
Mid-level AI role at Ensemble Health Partners in Hyderabad. Needs 4–6 years and a B.Tech, B.E. or M.Sc.
About the role
The Engineer II, AI role is focused on end-to-end machine learning (ML) development to optimize processes in healthcare revenue cycle management (RCM) operations. Please note, this is primarily an ML Engineer role, not a Data Scientist, or MLOps Role.
What you'll do
- Contribute towards end-to-end ML development lifecycle, including data preparation, model building, deployment, and monitoring for revenue cycle applications
- Build and optimize Gradient Boosting Trees models using LightGBM, and develop scikit-learn pipelines for predictive analytics
- Implement Large Language Model (LLM) operations with OpenAI APIs, including summarization, prompt engineering, fine-tuning, and integration into operational workflows
- Apply Explainable AI (XAI) techniques using libraries like SHAP and LIME to interpret model decisions and ensure transparency in high-stakes healthcare scenarios
- Analyze complex datasets to identify patterns, develop deployable solutions, and collaborate on production-grade ML systems
What you need
- Machine learning
- SQL
- Scikit-learn
- Python
- Pandas
- Spark
Good to have
- Databricks
- Data analysis
- LLMs
- Prompt engineering
- Git
- MLOps