MLOps Project Lead — AI at Industrial Scale

hyundai motor group innovation center in singapore pte. ltd.; Singapore; On-site; SGD 180,000 - 240,000; Full time

Job summary

Hyundai Motor Group Innovation Center in Singapore Pte. Ltd. seeks an experienced MLOps leader to architect scalable AI/ML platforms across edge and cloud, aligning with our Software Defined Factory. You will drive migrations, optimize data pipelines, and establish robust CI/CD and governance for production ML.

Lead a team of data scientists and engineers, collaborate with software architects, and implement best practices for infrastructure, deployment, and security in hybrid cloud environments.

Qualifications

• Bachelor's degree in Computer Science, Computer Engineering, or a ML-related field.
• 6+ years in MLOps, AI, Cloud, DevOps in manufacturing environments.
• 4+ years building ML software at scale (global/regional).
• 2+ years of people management leading software/ML teams.
• Experience coordinating AI/ML projects, including data handling and model testing.
• Strong CI/CD, cloud infra, and multi-cloud experience.

Responsibilities

• Define and execute the MLOps roadmap for edge and cloud infrastructure transformations.
• Coordinate cross-functional teams, track milestones, and report risks.
• Lead enterprise-scale MLOps transformations for ML models and pipelines to cloud.
• Establish best practices for infrastructure, deployment, and operations in IoT platform.
• Mentor engineers, deliver training, and drive career progression.
• Collaborate with Software Architects, Product Owners, Data Scientists, and DevOps teams.

Skills

Project leadership

Agile/Scrum

Stakeholder management

Cloud architecture

CI/CD practices

Python

Machine learning

AI/ML workflows

Communication

Leadership

Education

Bachelor's degree in Computer Science or related field

Tools

Kubernetes

OpenShift

Docker

Git

GitLab

GitHub

AWS

OpenStack

VMware

Terraform

PTC Kepware

Thingworx

Kubernetes Admin (CKA)

OpenShift; Red Hat OSV

Job description

Hyundai Motor Group Innovation Center in Singapore Pte. Ltd. seeks an experienced MLOps leader to architect scalable AI/ML platforms across edge and cloud, aligning with our Software Defined Factory. You will drive migrations, optimize data pipelines, and establish robust CI/CD and governance for production ML.

Lead a team of data scientists and engineers, collaborate with software architects, and implement best practices for infrastructure, deployment, and security in hybrid cloud environments.