Wits Innovation Lab
Ai / ML Engineer
Wits Innovation LabIndia1 day ago
Full-timeInformation Technology, Analyst +1
Responsibilities

  • Design, develop, and implement MLOps pipelines for the continuous deployment and integration of machine learning models.
  • Collaborate with data scientists and engineers to understand model requirements and optimize deployment processes.
  • Automate the training, testing and deployment processes for machine learning models.
  • 4 Continuously monitor and maintain models in production, ensuring optimal performance, accuracy and reliability.
  • Implement best practices for version control, model reproducibility and governance.
  • Optimize machine learning pipelines for scalability, efficiency and cost-effectiveness.
  • Troubleshoot and resolve issues related to model deployment and performance.
  • Ensure compliance with security and data privacy standards in all MLOps activities.
  • Keep up to date with the latest MLOps tools, technologies and trends.
  • Provide support and guidance to other team members on MLOps practices.

Requirements

  • 3-6 years of experience in MLOps, DevOps or a related field.
  • Bachelor's degree in computer science, Data Science or a related field.
  • Strong understanding of machine learning principles and model lifecycle management.
  • Experience in Jenkins pipeline development Experience in automation scripting.

This job was posted by Himani Sharma from Wits Innovation Lab.

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