ML Data Pipeline Engineer for Scalable Model Training

Apple; Singapore; On-site; SGD 80,000 - 100,000; Full time

Job summary

A leading technology company in Singapore is seeking a Machine Learning Engineer to design and develop data pipelines powering new innovations. This role involves collaboration with multiple teams to ensure high-quality data for machine learning models, directly impacting product direction. Ideal candidates should have a Bachelor's degree in Computer Science or related field, at least 3 years of experience, and strong Python proficiency. Join us to shape the future of AI technologies.

Qualifications

• Bachelor degree in Computer Science/Engineering, Mathematics or related field.
• Minimum of 3 years relevant industry experience.
• Strong experience in evaluating supervised, unsupervised, and deep learning models.
• Hands-on experience with large scale data curation pipeline for LLMs.
• Familiar with multimodal models and related evaluation challenges.
• Proficiency in Python and libraries such as NumPy, pandas, etc.
• Strong communication and documentation skills.

Responsibilities

• Design and develop data curation pipeline for pre-training and post-training.
• Collaborate with model team and evaluation team for data quality benchmarking.
• Work with infra team to scale up data processing performance.

Skills

Evaluating supervised models

Large scale data curation

Python programming

Communication skills

Education

Bachelor degree in Computer Science/Engineering

Tools

NumPy

pandas

scikit-learn

PyTorch

TensorFlow

Job description

A leading technology company in Singapore is seeking a Machine Learning Engineer to design and develop data pipelines powering new innovations. This role involves collaboration with multiple teams to ensure high-quality data for machine learning models, directly impacting product direction. Ideal candidates should have a Bachelor's degree in Computer Science or related field, at least 3 years of experience, and strong Python proficiency. Join us to shape the future of AI technologies.