ML Engineer - Production & MLOps Pipelines

Robotics Prcocess Automation, LLC; San Francisco (CA); On-site; USD 150,000 - 210,000; Full time

Job summary

A leading technology company in California is seeking an individual to oversee the development, management, and monitoring of machine learning models in production environments. Responsibilities include integrating ML models with production systems and managing automated pipelines for data processing and model training. The ideal candidate will have experience with cloud platforms, automation, and performance optimization. This role offers the opportunity to work in a dynamic environment focused on innovation and efficiency.

Qualifications

• Experience with ML model development, deployment, and management in production environments.
• Proficient in building and managing ML pipelines including data ingestion, data preprocessing, model training, and validation.
• Experience with cloud platforms and containerization technologies.

Responsibilities

• Ensure production ML models are effectively developed and monitored.
• Integrate trained ML models with production systems.
• Set up infrastructure for ML workloads.

Job description

A leading technology company in California is seeking an individual to oversee the development, management, and monitoring of machine learning models in production environments. Responsibilities include integrating ML models with production systems and managing automated pipelines for data processing and model training. The ideal candidate will have experience with cloud platforms, automation, and performance optimization. This role offers the opportunity to work in a dynamic environment focused on innovation and efficiency.