Machine Learning Engineer (AL-FNC250910 005/01)
Xcellink Pte Ltd
About the role
We are looking for an ML Engineer to develop and scale our AI platform, build robust ML pipelines, and enable the deployment of AI workloads.
What You Will Be Working On
- Design, build, and maintain scalable ML infrastructure using tools like Kubeflow, MLflow, and RunAI.
- Automate the setup and management of ML environments and pipelines to ensure consistency and reliability.
- Ensure automated testing and validation of AI/ML models before deployment.
- Monitor model performance and health, using tools for logging, monitoring, and alerting.
- Implement strategies for model retraining and updating based on performance metrics.
- Collaborate with data scientists, engineers, and stakeholders to translate requirements into scalable ML solutions.
- Participate actively in agile ceremonies such as sprint planning, daily stand-ups, retrospectives, and backlog grooming.
Requirements
Skilled in Linux and Python, with knowledge of JavaScript or other scripting languages.
Experience with containerized applications (Docker, Kubernetes) and ML infrastructure tools such as Kubeflow, MLflow, and RunAI.
Familiarity with end-to-end ML lifecycle management, including model development, training, validation, and deployment.
Strong problem-solving skills and ability to troubleshoot complex issues.
Excellent communication and collaboration skills.
Ability to work in a fast-paced, dynamic environment.
Continuous learning mindset to keep up with technological advancements.
Preferably minimum 2 years of relevant working experience.
About the company
Xcellink Pte Ltd
The best of Xcellink today is the result of having evolved through more than 2 decades of Enterprise ICT Operations management experience and capabilities development as a trusted vendor partner to high-growth global companies, estalished local enterprises and government-linked corporations. We have delivered over SGD$150 million worth of operations management services in the past decade to support our clients in their strategic IT deployments. Our long-standing ICT services experience is wide-ranging in the domains of Data Centre Operations, Network Command Centre Operations, IT Security Operations, Technical Helpdesk Services, Onsite Field Services, Applications Support, and IT Assets Staging Operations. We have helped our clients set up operational teams and work processes from scratch, and have transitioned and offshored service delivery operations to countries like Malaysia, Philippines, Indonesia and India. We have been well-entrusted by our clients for multiple resource-intensive & mission-critical IT delivery projects where we deployed up to several hundreds of IT professional manpower within each of such projects. Even so, it is not just the services volume, capacity a
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