ML Data Pipeline Engineer — Multimodal Video AI

APPLE SOUTH ASIA PTE. LTD.; Singapore; On-site; SGD 70,000 - 90,000; Full time

Job summary

A leading tech company in Singapore is searching for an experienced ML Engineer to design and develop data curation pipelines for machine learning. This role involves working closely with model, infra, and evaluation teams to ensure the delivery of high-quality, large-scale data processing. The ideal candidate will have a Bachelor's degree in a relevant field and at least 3 years of industry experience, with strong skills in Python and various ML libraries. Join a team that powers breakthrough innovations for millions of users.

Qualifications

• A minimum of 3 years relevant industry experience.
• Hands-on experience working on large scale data curation pipeline for LLMs.
• Familiarity with multimodal models and related evaluation challenges.

Responsibilities

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

Skills

Evaluating supervised models

Evaluating unsupervised models

Deep learning models

Large scale data curation

Python programming

Communication skills

Education

Bachelor degree in Computer Science/Engineering, Mathematics

Tools

NumPy

pandas

scikit-learn

PyTorch

TensorFlow

Job description

A leading tech company in Singapore is searching for an experienced ML Engineer to design and develop data curation pipelines for machine learning. This role involves working closely with model, infra, and evaluation teams to ensure the delivery of high-quality, large-scale data processing. The ideal candidate will have a Bachelor's degree in a relevant field and at least 3 years of industry experience, with strong skills in Python and various ML libraries. Join a team that powers breakthrough innovations for millions of users.