Principal ML Engineer, Singapore - Global Delivery Lead

PhysicsX Ltd; Singapore; On-site; SGD 120,000 - 150,000; Full time

Job summary

A deep-tech company is seeking a Principal Machine Learning Engineer to work on AI-driven simulation software for engineering and manufacturing. The role involves deploying ML models, mentoring staff, and influencing product direction with data-driven insights. Ideal candidates have a Master's or PhD and at least 3 years of industry experience. You'll collaborate with Data Scientists and customers, travel to diverse locations, and significantly impact the technical direction of the company. Diversity is valued and encouraged in applications.

Qualifications

• At least 3 years of industry experience in a commercial environment.
• Experience with ML models deployment and engineering surrogates.
• Proficient in building scalable ML systems and pipelines.

Responsibilities

• Own the deployment of ML models and engineering surrogates.
• Steer roadmaps and influence product direction.
• Lead design for data/ML systems and define success metrics.
• Mentor engineers and provide technical direction.

Skills

End-to-end ML systems design

3D point-cloud data manipulation

Deep learning frameworks

Cloud and on-prem ML deployment

Mentoring engineers and data scientists

Education

Master's or PhD in relevant field

Tools

Python

PyTorch

Pandas

fastAPI

Scipy

Kubeflow

Job description

A deep-tech company is seeking a Principal Machine Learning Engineer to work on AI-driven simulation software for engineering and manufacturing. The role involves deploying ML models, mentoring staff, and influencing product direction with data-driven insights. Ideal candidates have a Master's or PhD and at least 3 years of industry experience. You'll collaborate with Data Scientists and customers, travel to diverse locations, and significantly impact the technical direction of the company. Diversity is valued and encouraged in applications.