AI Infrastructure Specialist

4 days ago


Singapore ADECCO PERSONNEL PTE LTD Full time

Established as a trusted partner for businesses and individuals alike, ADECCO PERSONNEL PTE LTD is committed to delivering innovative solutions that drive growth and success.

A Salary You Can Rely On

We offer an attractive salary of SGD $120,000 per annum, commensurate with experience, providing you with financial security and peace of mind.

About the Role

Job Description:

We are seeking a skilled professional to join our Machine Learning Platform team, focused on building advanced tools and infrastructure to support machine learning initiatives. The role involves designing and implementing scalable AI infrastructure, developing observability solutions, and fostering the adoption of distributed computing frameworks within the organization.

Main Responsibilities:
  1. Develop AI Infrastructure Solutions:
  • Collaborate with the ML Platform team to design and implement scalable infrastructure for distributed data processing and model training.
  • Utilize GitOps practices to maintain reproducibility across Kubernetes clusters.
Build Monitoring and Alerting Systems:
  • Develop and integrate observability solutions using tools like Datadog, Prometheus, and Grafana.
  • Create runbooks and DevOps guides to streamline operations.
Support Distributed Computing Framework Adoption:
  • Assist data science teams in leveraging distributed computing frameworks such as Ray for scalable workloads.
  • Advocate for best practices and provide technical support for cluster utilization.
Qualifications and Requirements:
  1. Strong expertise in ML-Ops, with experience in distributed computing frameworks (e.g., Ray, Dask, Modin, Beam, or Horovod).
  2. Proficient in Python and familiar with machine learning tools and ecosystems.
  3. Hands-on experience with Kubernetes, including GitOps tools (e.g., ArgoCD) and configuration management solutions like Helm and Kustomize.
  4. Solid DevOps background, with knowledge of Infrastructure as Code (e.g., Terraform).
  5. Excellent written and verbal communication skills to support cross-functional collaboration.

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