Cutting Edge Infrastructure Specialist

6 days ago

Sydney, New South Wales, Australia beBeeEngineer Full time $180,000 - $200,000

Transformative Technology Engineer

This is a unique opportunity to contribute to cutting-edge technology that will drive business growth and innovation. The role involves building and maintaining scalable infrastructure that supports machine learning models at scale.

  1. Design, implement, and maintain scalable infrastructure for ML models.
  2. Automate the deployment and monitoring of ML models to ensure reliability and performance in production.
  3. Collaborate with data scientists and engineers to integrate ML models into applications.
  4. Develop and maintain CI/CD pipelines for ML projects.
  5. Monitor and troubleshoot production ML systems.
  6. Optimize resource usage and cost-efficiency of ML infrastructure.
  7. Stay updated with advancements in ML Ops and cloud technologies.
  8. Document processes and best practices.
  9. Provide training and support to team members on ML Ops tools and practices.

Requirements

  • Bachelor's or Master's degree in Computer Science, Data Engineering, Machine Learning, or a related field.
  • 4-5 years of experience in ML Ops or related roles.
  • Experience with cloud platforms (e.g., AWS, GCP, Azure) and containerization (e.g., Docker, Kubernetes).
  • Proficiency in scripting and automation (e.g., Python, Bash).
  • Strong understanding of ML lifecycle and deployment strategies.
  • Experience with monitoring and logging tools (e.g., Prometheus, Grafana).

Preferred Skills

  • Familiarity with ML frameworks (e.g., TensorFlow, PyTorch).
  • Experience with infrastructure as code (e.g., Terraform, Ansible).
  • Strong software engineering skills, including version control (Git) and collaborative workflows.
  • Prior experience working in a collaborative, fast-paced team.
  • Strong communication skills, both written and verbal.
  • Willingness to engage in continuous learning and professional development.

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