16 Aug
|
Nuage Technology Group
|
New South Wales
16 Aug
Nuage Technology Group
New South Wales
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I build Data and Machine Learning teams for the best companies in Australia | Nuage Technology Group
The Role
Nuage has partnered with a dynamic scale-up to recruit a talented ML Ops Engineer. In this role, you will be instrumental in building and maintaining the infrastructure that supports machine learning models at scale. This is a unique opportunity to contribute to transformative technology that will drive the company's growth and innovation.
Responsibilities
- Design, implement, and maintain scalable ML infrastructure.
- Automate the deployment and monitoring of ML models.
- Ensure the reliability and performance of ML systems in production.
- Collaborate with data scientists and engineers to integrate ML models into applications.
- Develop and maintain CI/CD pipelines for ML projects.
- Monitor and troubleshoot production ML systems.
- Optimize resource usage and cost-efficiency of ML infrastructure.
- Stay updated with advancements in ML Ops and cloud technologies.
- Document processes and best practices.
- Provide training and support to team members on ML Ops tools and practices.
Your Background
- 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.
- Solid communication skills, both written and verbal.
- Willingness to engage in continuous learning and professional development.
Seniority level
Mid-Senior level
Employment type
Full-time
Job function
Information Technology
Industries
Technology, Information and Media
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📌 Senior Machine Learning Engineer (New South Wales)
🏢 Nuage Technology Group
📍 New South Wales