HIH - Machine Learning Lead Analyst
Core
Design and optimize scalable machine learning workflows and generative AI applications using PySpark, MLlib, and PyTorch on Databricks.
Role type
Machine Learning Lead Analyst (IC)
Builds
Scalable ML pipelines, APIs for model serving, and generative AI solutions (summarization, text generation, conversational AI)
Domain
Healthcare technology / Cloud-based ML infrastructure
Deliverable
production ML models
Required skills
PySpark, distributed data processing, Databricks, MLlib, PyTorch, AWS (S3, Lambda, SageMaker, EC2), FastAPI, CI/CD pipelines
Preferred skills
Deep learning frameworks, cloud-based ML deployment, API development
Technologies
PySpark, MLlib, PyTorch, Databricks, FastAPI, AWS, GitHub Actions, Jenkins
Responsibilities
Apply advanced ML techniques (supervised, unsupervised, deep learning); Design and monitor end-to-end ML workflows; Integrate Generative AI models; Develop APIs for model serving; Implement CI/CD pipelines for ML models
Seniority
Mid-level, hands-on IC