Real-Time Machine Learning Engineer

2 weeks ago


Irving, Texas, United States InfoVision Inc. Full time
Job Title: Real-Time Machine Learning Engineer

Location: Flexible

Duration: Long-term

Key Responsibilities:
  • Design and develop real-time machine learning models and systems
  • Collaborate with cross-functional teams to integrate ML models into large-scale cloud-based systems
  • Develop and maintain large-scale cloud-based RTML frameworks
  • Ensure high-performance and scalability of RTML systems
  • Work with K8s architecture and deploy large applications in production K8s clusters
  • Monitor and troubleshoot RT system stats and performance
  • Apply Feature Engineering methodologies to improve RTML system performance
Requirements:
  • Bachelor's degree or above in Computer Science/Engineering or related areas
  • Four or more years of experience in software development and AI/ML Engineering
  • Strong expertise in RTML model serving and large-scale cloud-based RT framework development
  • Experience with programming languages such as Python and Java
  • Experience in large application development in cloud environments (AWS, GCP, On-Prem clusters)
  • Good understanding of RT system stats collection and performance monitoring methods
  • Basic understanding of RT Feature Engineering methodology and practices


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