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Job details

Location: Singapore
Job Type: Permanent
Discipline:
Reference: BF/XY/MLOL/08112022C
Posted: 22 days ago
Consultant: Xavier Yap
Consultant Email: email Xavier
Consultant Phone: 6950 0368

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

REQUIREMENTS:

  • Bachelor’s or Master’s in Computer Science, Computer Engineering or equivalent with at least 5 years of proven experience working on Data Engineering and DevOps

  • At least 2 years of experience in MLOPs’ enhancements through CI/CD principles, experience in GitHub, Jenkins or GitLab

  • Highly proficient in Python for Automation and ML processes

  • Proficient in ML libraries of TensorFlow, NumPy or/and Panda

  • Knowledge of Unix, Linux or Bash

  • Hands-on experience implementing MLOps module in Kubeflow, Google AI, Azure ML, AWS Sagemaker or similar tools

Please contact Xavier Yap at XavierY@charterhouse.com.sg for a confidential discussion.

EA License no: 16S8066 | Reg no.: R1980978

Only successful candidates will be notified.

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Image 2022 02 26 T04 56 26