Senior Machine Learning Engineer
3 days ago
Job Title: Senior Machine Learning Engineer
Job Summary:
Montu is seeking a highly skilled Senior Machine Learning Engineer to join our team. As a key member of our engineering team, you will be responsible for designing, developing, and deploying cutting-edge machine learning models and pipelines.
Key Responsibilities:
- Design and implement machine learning pipelines for model training, validation, and deployment.
- Collaborate with data engineering teams to build scalable, resilient, and secure infrastructure for ML models in production.
- Develop tools and frameworks for the rapid deployment and iteration of machine learning models.
- Monitor model performance, identify bottlenecks, and implement improvements to maintain optimal results.
- Ensure compliance with data privacy and security standards in model handling and deployment.
Requirements:
- Proficiency in Python and TensorFlow, PyTorch, or other relevant ML libraries.
- Hands-on experience with cloud platforms such as AWS, Azure, or Google Cloud for ML deployment.
- Strong understanding of CI/CD pipelines, containerisation (Docker, Kubernetes), and orchestration tools.
- Experience with monitoring tools like Datadog, Grafana, or similar to track model performance.
- Knowledge of infrastructure-as-code tools like Terraform or CloudFormation.
- Experience with version control (Git) and workflow automation.
- Familiarity with distributed data systems like Spark, Hadoop, or Kubernetes.
- Strong problem-solving skills and a commitment to continuous learning.
- Excellent communication skills, both written and verbal.
About Montu:
Montu is a rapidly growing company in the AI and machine learning space. We pride ourselves on our collaborative and driven culture and offer opportunities for advancement to high achievers.
What We Offer:
- Access to SAGED courses and more through the Greenhouse learning platform, fostering continuous growth and development.
- Enjoying discounts with over 450 retailers through our Reward and Recognition platform.
- The freedom of a full-time, work-from-home role.
- Access to co-working spaces in Sydney, Melbourne, Brisbane, and select regional cities.
- Mental health support through our wellbeing platform, Unmind.
- A private health insurance discount through Medibank.
- Up to 8 weeks of paid parental leave.
- Swag kits to celebrate key milestones in your journey with us.
- Enhancing your home office with our ergonomic equipment reimbursement benefit.
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