Vp, Mlops Lead
Singapore, Singapore
Job Description
Rare opportunity to join the Data Platform team of a MNC to handle end to end MLOps processes from pre-production to post-production.
RESPONSIBILITIES:
- Review ML models to ensure they are complaint with bank\'s IT standards
- Point of contact for MLOps processes including containerization deployment and models refactoring
- Ensure that data drift is minimized if not eliminated
- Implement CI/CD best practices for MLOps models
- Liaise with Software and Infrastructure colleagues to deploy ML models in company\'s enterprise suite
- Test, modify and implement available ML platforms to study the possibility of integrating them into current data infrastructure
- Bachelor\'s or Master\'s in Computer Science, Computer Engineering or equivalent with at least 8 years of proven experience working on Data Architecture, Data Science or MLOps
- Highly proficient in Hadoop & Python for Automation and ML processes
- Proficient in ML libraries of TensorFlow, NumPy or/and Panda
- Hands-on experience implementing MLOps module in Kubeflow, Google AI, Azure ML, AWS Sagemaker or similar tools
- Experience in Cloudera and Elastic Search will be highly preferred
EA License no: 16S8066 | Reg no.: R1980978
Only successful candidates will be notified.
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Job Detail
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Job IdJD1344596
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IndustryNot mentioned
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Total Positions1
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Job Type:Full Time
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Salary:Not mentioned
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Employment StatusPermanent
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Job LocationSingapore, Singapore
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EducationNot mentioned