Solution Architect - Data - Consumer Business Group

Description:

Role: Solution Architect - Data - Consumer Business Group

Location: San Francisco, CA (other US Locations can be considered - compensation mentioned is for Bay Area location)

Responsibilities:

-Build and optimize machine learning models using frameworks like TensorFlow, PyTorch, or Scikit-learn.

-Architect and implement end-to-end MLOps pipelines for model training, deployment, and monitoring.

-Leverage cloud-based AI services (AWS SageMaker, Google Vertex AI, Azure ML) to develop scalable ML solutions.

-Work with big data technologies (Spark, Hadoop, BigQuery, Databricks) for data preprocessing and feature engineering.

-AI/ML tools - Vertex AI, TensorFlow, AutoML and Big query ML. Experience in Data Integration.

-Good to Have - Manage the MLOPs Infrastructure including Continuous Integration servers, Model Configuration management, Model Deployment automation, Containers, Infrastructure Orchestration, Monitoring and Analytics, Testing and Cloud Quality tools. Experience - 8 to 15 years