Real time Machine learning Engineer (RTML Engineer)

InfoVision - Irving, TX

Full-time

Irving, TX

Professional, Scientific, and Technical Services

About the position

The Real Time Machine Learning Engineer (RTML Engineer) is responsible for developing and deploying machine learning models in real-time environments. This role focuses on leveraging cloud-based frameworks and ensuring the efficient operation of machine learning systems. The engineer will work closely with data scientists and software developers to implement scalable solutions that meet business needs.

Responsibilities

• Develop and deploy real-time machine learning models.
• Collaborate with data scientists to integrate machine learning solutions into applications.
• Monitor and optimize the performance of machine learning systems.
• Implement large-scale cloud-based frameworks for machine learning.
• Troubleshoot and resolve issues in production Kubernetes clusters.

Requirements

• Bachelor's degree or above in Computer Science/Engineering or related fields.
• Four or more years of experience in software development.
• At least two years of experience in AI/ML engineering.
• Strong expertise in real-time machine learning model serving.
• Experience with cloud environments such as AWS, GCP, and on-prem clusters.
• Proficiency in programming languages such as Python and Java.
• Hands-on experience with Kubernetes architecture and operations.

Nice-to-haves

• Basic understanding of real-time feature engineering methodologies.
• Experience with performance monitoring methods for real-time systems.