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Machine Learning Engineer

Nicoll CurtinSingapore, Pedra Branca, Singapore

4 days ago

Job description

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Tech Recruiter @ Nicoll Curtin. Love people and tech. 7yrs DevOps - AWS, Terraform, CICD, Kubernetes

Are you a Senior Machine Learning Engineer who wants to push the boundaries of computer vision and AI in real-world identity verification? Here's a chance to join a leading tech unicorn in the AI and digital identity space.

What you’ll do :

Build and optimize computer vision models to improve performance in face recognition, liveness detection, and image quality assessments across diverse user populations.
Work directly with product managers, annotation teams, and engineers to translate real-world identity verification needs into scalable model training and deployment strategies.
Deep-dive into model performance issues to identify gaps, retrain models, and incorporate new data pipelines, including video and unstructured image data.
Stay ahead of AI trends with research on new algorithms and contribute to full-cycle development, from dataset curation and labeling to model rollout.
Contribute to product-level decisions with a strong understanding of how algorithms impact user security, fraud prevention, and product usability.

What we’re looking for :

Solid background in Python, PyTorch, and computer vision, with experience handling large-scale image or video datasets.

Hands-on experience training and evaluating ML models in real-world use cases — including accuracy tuning, fraud detection, and deployment into production environments.

Effective communicator who can document, share insights, and align work with cross-functional teams.

Comfortable working in a fast-paced, collaborative team that values innovation and ownership.

Seniority level

Mid-Senior level

Employment type

Full-time

Job function

Information Technology and Engineering

Industries

Software Development, Technology, Information and Media, and Financial Services

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Machine Learning Engineer • Singapore, Pedra Branca, Singapore