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AI Operations Specialist

3 weeks ago

Sydney, New South Wales, Australia beBeeArtificialIntelligence Full time $120,000 - $130,000
AI Operations Specialist

We are seeking a highly skilled AI Operations Specialist to join our team. The ideal candidate will have extensive experience in deploying, maintaining and optimizing AI/ML models and supporting infrastructure.

  • Deploy machine learning models into production environments.
  • Monitor and maintain model performance, ensuring ongoing accuracy and efficiency.
  • Implement automated model retraining and updates where applicable.
Key Responsibilities:
  • Create and manage monitoring tools to track AI system health and performance.
  • Troubleshoot and resolve system issues to minimize downtime.
  • Collaborate with IT and DevOps teams to support system reliability and uptime.

Performance Optimization

  • Analyze and improve the performance of AI systems, reducing latency and increasing throughput.
  • Optimize workflows, resource usage, and system architecture for scalable AI operations.
  • Apply best practices in GPU usage and compute resource management.

Data Management

  • Oversee data pipelines, ensuring high-quality and well-governed data feeds into AI models.
  • Collaborate with data engineers to design reliable data infrastructure.
  • Maintain compliance with data privacy and security standards.
Required Skills and Qualifications:
  • Bachelor's degree in Computer Science, Engineering, Data Science or a related field.
  • Demonstrated experience deploying and maintaining AI/ML models in production.
  • Proficient in ML frameworks such as TensorFlow, PyTorch or scikit-learn.
  • Strong programming skills in Python (preferred), Java or R.
  • Experience with cloud environments (AWS, Azure, GCP) and containerization (Docker, Kubernetes).
  • Familiarity with monitoring tools like Prometheus or Grafana.

Preferred Qualifications:

  • Master's degree in a related field.
  • Certifications in AI/ML or cloud technologies.
  • Experience with big data ecosystems (Hadoop, Spark).

Benefits:

  • A competitive salary and benefits package.
  • The opportunity to work on exciting AI projects.
  • A collaborative and dynamic work environment.