Salary Range
SGD 66,000 - SGD 72,000 /year
SGD 5,500 - SGD 6,000/month
Skills Required
TensorFlowMachine LearningKubernetesPipelinesArtificial IntelligenceAgileScriptingJavaScriptReliabilityLoggingPyTorchPythonStatisticsDockerData ScienceJavaLinux
Job Description
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.
What We Are Looking For
- 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 XCELLINK PTE. LTD.
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